diff --git a/phase0_original/L1_rho08_seed0/analysis/attention_step50000.png b/phase0_original/L1_rho08_seed0/analysis/attention_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..75aa07450a4308c5b0c0fc673c28bed82c837cd3
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/attention_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2e6c3bb60e0480a5f04843ea46b5bf5f726438ec0bc4e20e8fc297bc490f792
+size 7331
diff --git a/phase0_original/L1_rho08_seed0/analysis/auc_curve.png b/phase0_original/L1_rho08_seed0/analysis/auc_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..65a35ccc25563069148468c81a1209d893f4e996
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/auc_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3aa4a951daed5d41779132d5fe26315b319f12df392e817dc4327c16df8c3caf
+size 33855
diff --git a/phase0_original/L1_rho08_seed0/analysis/auc_curve_data.json b/phase0_original/L1_rho08_seed0/analysis/auc_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..b80fbf9a6c357f3a9e780fd65295336319488177
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/auc_curve_data.json
@@ -0,0 +1,724 @@
+{
+  "token_idx": 2,
+  "num_layers": 1,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "checkpoints": [
+    {
+      "step": 0,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49467842931294514,
+          "std": 0.02844861315714329
+        },
+        "L1": {
+          "mean": 0.48391985483580485,
+          "std": 0.030585679172859582
+        }
+      }
+    },
+    {
+      "step": 200,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4725134564633181,
+          "std": 0.010924398040662137
+        },
+        "L1": {
+          "mean": 0.5296700613436441,
+          "std": 0.04371153572182062
+        }
+      }
+    },
+    {
+      "step": 400,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46780103510482346,
+          "std": 0.009833475623428255
+        },
+        "L1": {
+          "mean": 0.5034438444565851,
+          "std": 0.03589464872518849
+        }
+      }
+    },
+    {
+      "step": 600,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4869569397198335,
+          "std": 0.0056588330066045115
+        },
+        "L1": {
+          "mean": 0.5013316420316146,
+          "std": 0.02217066787708319
+        }
+      }
+    },
+    {
+      "step": 800,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4805973977496934,
+          "std": 0.0110811872109713
+        },
+        "L1": {
+          "mean": 0.47684717212541594,
+          "std": 0.009333364164021212
+        }
+      }
+    },
+    {
+      "step": 1000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4764067444806315,
+          "std": 0.012122865035569221
+        },
+        "L1": {
+          "mean": 0.4728294461565395,
+          "std": 0.027579841134465266
+        }
+      }
+    },
+    {
+      "step": 2000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4738402841708848,
+          "std": 0.012288208608108015
+        },
+        "L1": {
+          "mean": 0.8334164254474002,
+          "std": 0.02141657835086261
+        }
+      }
+    },
+    {
+      "step": 3000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47989639594771755,
+          "std": 0.008182027425907512
+        },
+        "L1": {
+          "mean": 0.9326286772732715,
+          "std": 0.006401799764074737
+        }
+      }
+    },
+    {
+      "step": 4000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4764257985389004,
+          "std": 0.02912107443799607
+        },
+        "L1": {
+          "mean": 0.9485868726412578,
+          "std": 0.013886406384615888
+        }
+      }
+    },
+    {
+      "step": 5000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47941758350110514,
+          "std": 0.023849169436301772
+        },
+        "L1": {
+          "mean": 0.9541936052495752,
+          "std": 0.007377729311654436
+        }
+      }
+    },
+    {
+      "step": 6000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4740224175452682,
+          "std": 0.01575979263717043
+        },
+        "L1": {
+          "mean": 0.959859934863252,
+          "std": 0.010487150646483666
+        }
+      }
+    },
+    {
+      "step": 7000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48645469051995704,
+          "std": 0.01489510696773736
+        },
+        "L1": {
+          "mean": 0.9685565227802545,
+          "std": 0.011925731394569549
+        }
+      }
+    },
+    {
+      "step": 8000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48729743769298806,
+          "std": 0.01711249312667878
+        },
+        "L1": {
+          "mean": 0.9693487683480078,
+          "std": 0.013087917659946017
+        }
+      }
+    },
+    {
+      "step": 9000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4936119433469262,
+          "std": 0.005590037353131904
+        },
+        "L1": {
+          "mean": 0.9680624835875318,
+          "std": 0.007541668583686517
+        }
+      }
+    },
+    {
+      "step": 10000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4767079390567949,
+          "std": 0.010293870270782452
+        },
+        "L1": {
+          "mean": 0.9712343765877962,
+          "std": 0.009814851045300941
+        }
+      }
+    },
+    {
+      "step": 11000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48711594622847765,
+          "std": 0.017604747070455912
+        },
+        "L1": {
+          "mean": 0.9703395341022165,
+          "std": 0.012686770566233036
+        }
+      }
+    },
+    {
+      "step": 12000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4764291851668513,
+          "std": 0.011176031008114918
+        },
+        "L1": {
+          "mean": 0.9753342066527217,
+          "std": 0.004050838369440906
+        }
+      }
+    },
+    {
+      "step": 13000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47957767461608664,
+          "std": 0.013168998173015003
+        },
+        "L1": {
+          "mean": 0.9694347993629195,
+          "std": 0.008411661454938714
+        }
+      }
+    },
+    {
+      "step": 14000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4846951934231404,
+          "std": 0.02344084606530696
+        },
+        "L1": {
+          "mean": 0.9767879403446391,
+          "std": 0.006969298950140905
+        }
+      }
+    },
+    {
+      "step": 15000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47737481701041046,
+          "std": 0.018961767982235506
+        },
+        "L1": {
+          "mean": 0.9786937315186803,
+          "std": 0.009546370485029702
+        }
+      }
+    },
+    {
+      "step": 16000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47898092984367785,
+          "std": 0.021969188584823534
+        },
+        "L1": {
+          "mean": 0.967286416563287,
+          "std": 0.015612454346698364
+        }
+      }
+    },
+    {
+      "step": 17000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47499126479385945,
+          "std": 0.022753731947062844
+        },
+        "L1": {
+          "mean": 0.9802840310330222,
+          "std": 0.007833612480236004
+        }
+      }
+    },
+    {
+      "step": 18000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4695110286756635,
+          "std": 0.013902477342863833
+        },
+        "L1": {
+          "mean": 0.9773353677248119,
+          "std": 0.008842279329232467
+        }
+      }
+    },
+    {
+      "step": 19000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47005968655078084,
+          "std": 0.027033919870480632
+        },
+        "L1": {
+          "mean": 0.9762977636785661,
+          "std": 0.015572442825985383
+        }
+      }
+    },
+    {
+      "step": 20000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4730042881189324,
+          "std": 0.026078307066491967
+        },
+        "L1": {
+          "mean": 0.9761968932769498,
+          "std": 0.007707565170293612
+        }
+      }
+    },
+    {
+      "step": 21000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4596487575824346,
+          "std": 0.02372815804467598
+        },
+        "L1": {
+          "mean": 0.9752329156894646,
+          "std": 0.008389406680420455
+        }
+      }
+    },
+    {
+      "step": 22000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4538329152870132,
+          "std": 0.021467768796535173
+        },
+        "L1": {
+          "mean": 0.9730856818883822,
+          "std": 0.006089766507951134
+        }
+      }
+    },
+    {
+      "step": 23000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46251532786200755,
+          "std": 0.018351312902843604
+        },
+        "L1": {
+          "mean": 0.9811592218201062,
+          "std": 0.004573310057277761
+        }
+      }
+    },
+    {
+      "step": 24000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46263259614310764,
+          "std": 0.011849796519814054
+        },
+        "L1": {
+          "mean": 0.9738095781404535,
+          "std": 0.0064985995481500755
+        }
+      }
+    },
+    {
+      "step": 25000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4551487198526223,
+          "std": 0.012770525068427355
+        },
+        "L1": {
+          "mean": 0.9818909296525135,
+          "std": 0.0063490333815116005
+        }
+      }
+    },
+    {
+      "step": 26000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46313387141076295,
+          "std": 0.016975852915834342
+        },
+        "L1": {
+          "mean": 0.9752714886372897,
+          "std": 0.006078945642180302
+        }
+      }
+    },
+    {
+      "step": 27000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4603464834305756,
+          "std": 0.014997553890680554
+        },
+        "L1": {
+          "mean": 0.9772179002303029,
+          "std": 0.009750252120771642
+        }
+      }
+    },
+    {
+      "step": 28000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47173606134968094,
+          "std": 0.01773668368305829
+        },
+        "L1": {
+          "mean": 0.9820872695588833,
+          "std": 0.011153441048188396
+        }
+      }
+    },
+    {
+      "step": 29000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46872637334001405,
+          "std": 0.022247042286580327
+        },
+        "L1": {
+          "mean": 0.9804138145443899,
+          "std": 0.0077652496251552836
+        }
+      }
+    },
+    {
+      "step": 30000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46217343539499095,
+          "std": 0.023836997726851352
+        },
+        "L1": {
+          "mean": 0.9870437675883809,
+          "std": 0.0036822263718517263
+        }
+      }
+    },
+    {
+      "step": 31000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4643797460330875,
+          "std": 0.02573375614737733
+        },
+        "L1": {
+          "mean": 0.9830208842056969,
+          "std": 0.008704314944809293
+        }
+      }
+    },
+    {
+      "step": 32000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.44891321941948414,
+          "std": 0.025160088684605286
+        },
+        "L1": {
+          "mean": 0.9795735686063815,
+          "std": 0.010269495609956814
+        }
+      }
+    },
+    {
+      "step": 33000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4509239870048466,
+          "std": 0.025789612462262218
+        },
+        "L1": {
+          "mean": 0.979334118113429,
+          "std": 0.005532684422380125
+        }
+      }
+    },
+    {
+      "step": 34000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4483114943118536,
+          "std": 0.02527405463264449
+        },
+        "L1": {
+          "mean": 0.9843662458031872,
+          "std": 0.006019498390234234
+        }
+      }
+    },
+    {
+      "step": 35000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.44871426760397587,
+          "std": 0.02415185340039706
+        },
+        "L1": {
+          "mean": 0.9868308064420385,
+          "std": 0.008121121318260165
+        }
+      }
+    },
+    {
+      "step": 36000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.44387238368904997,
+          "std": 0.02181100148712079
+        },
+        "L1": {
+          "mean": 0.9845098062297455,
+          "std": 0.010323389100883412
+        }
+      }
+    },
+    {
+      "step": 37000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.45581451319990063,
+          "std": 0.025360704317828348
+        },
+        "L1": {
+          "mean": 0.9826253600681752,
+          "std": 0.012474256589750243
+        }
+      }
+    },
+    {
+      "step": 38000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4469917940173597,
+          "std": 0.027674826881034294
+        },
+        "L1": {
+          "mean": 0.9804197466770097,
+          "std": 0.007617075029387142
+        }
+      }
+    },
+    {
+      "step": 39000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.44510736999061284,
+          "std": 0.03835360180694165
+        },
+        "L1": {
+          "mean": 0.9765061982535626,
+          "std": 0.005921565985283978
+        }
+      }
+    },
+    {
+      "step": 40000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46448679003812215,
+          "std": 0.02918127836843025
+        },
+        "L1": {
+          "mean": 0.98618271894107,
+          "std": 0.007037142235719605
+        }
+      }
+    },
+    {
+      "step": 41000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47334343586787125,
+          "std": 0.03558660818541627
+        },
+        "L1": {
+          "mean": 0.9817357504560278,
+          "std": 0.011706427736134473
+        }
+      }
+    },
+    {
+      "step": 42000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47997907554917,
+          "std": 0.0276526349850812
+        },
+        "L1": {
+          "mean": 0.9849475555609215,
+          "std": 0.005713393736519561
+        }
+      }
+    },
+    {
+      "step": 43000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47310272368999573,
+          "std": 0.029801559466993043
+        },
+        "L1": {
+          "mean": 0.9863432748873388,
+          "std": 0.004596762544198057
+        }
+      }
+    },
+    {
+      "step": 44000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4813051949423942,
+          "std": 0.026107539988754914
+        },
+        "L1": {
+          "mean": 0.9824021414435326,
+          "std": 0.008926960759619622
+        }
+      }
+    },
+    {
+      "step": 45000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4726456436152606,
+          "std": 0.04736348753530781
+        },
+        "L1": {
+          "mean": 0.9784036244766876,
+          "std": 0.008021065215824512
+        }
+      }
+    },
+    {
+      "step": 46000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4747208537200086,
+          "std": 0.03371802397661133
+        },
+        "L1": {
+          "mean": 0.979909752301267,
+          "std": 0.013133425897613652
+        }
+      }
+    },
+    {
+      "step": 47000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4717011627825083,
+          "std": 0.030275099780336694
+        },
+        "L1": {
+          "mean": 0.9817418818020563,
+          "std": 0.005843395185781876
+        }
+      }
+    },
+    {
+      "step": 48000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47270433309286863,
+          "std": 0.029356965375327754
+        },
+        "L1": {
+          "mean": 0.9876677452362339,
+          "std": 0.0061264818732217575
+        }
+      }
+    },
+    {
+      "step": 49000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4753825631924049,
+          "std": 0.031223909659714878
+        },
+        "L1": {
+          "mean": 0.9835439803845221,
+          "std": 0.0097362934056988
+        }
+      }
+    },
+    {
+      "step": 50000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47428873568908225,
+          "std": 0.031327076465427255
+        },
+        "L1": {
+          "mean": 0.9828556376891647,
+          "std": 0.015325074281039614
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed0/analysis/ov_heatmap_step50000.png b/phase0_original/L1_rho08_seed0/analysis/ov_heatmap_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..d109c6a231e896f319c06152343ba46779503e2a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/ov_heatmap_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d98c7e9c314c442c6715dce784a9139fee85bc872fce704ad018c08804b3f89e
+size 580639
diff --git a/phase0_original/L1_rho08_seed0/analysis/pca_step50000.png b/phase0_original/L1_rho08_seed0/analysis/pca_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..764738260bb6053e22b0651c2edb333c6ef22c76
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/pca_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44dfa8729ed27dd275629cf648acf5dde72ad9a5db03ecc352ee297b9dc8a8c8
+size 165545
diff --git a/phase0_original/L1_rho08_seed0/analysis/prob_curve.png b/phase0_original/L1_rho08_seed0/analysis/prob_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..efc145f6a05095871c97bfe9ef67e15ea363b753
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/prob_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:875387a1e85b082f8f04e34a81afcdd5c3454c88361b543d77f6bfb686a5d029
+size 57290
diff --git a/phase0_original/L1_rho08_seed0/analysis/prob_curve_data.json b/phase0_original/L1_rho08_seed0/analysis/prob_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ef486a0dacbcaacec99b2595d949bc32af2d623
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/prob_curve_data.json
@@ -0,0 +1,615 @@
+{
+  "metric": "P(f(x') | x, y, x')",
+  "num_samples": 1000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "checkpoints": [
+    {
+      "step": 0,
+      "true": {
+        "mean": 0.0010028581881779245,
+        "std": 0.00031701909228836476
+      },
+      "false": {
+        "mean": 0.0009797539671708363,
+        "std": 0.00030928700860904495
+      }
+    },
+    {
+      "step": 200,
+      "true": {
+        "mean": 0.7748584856390953,
+        "std": 0.1031397455662116
+      },
+      "false": {
+        "mean": 0.7723073663115502,
+        "std": 0.10620984216019164
+      }
+    },
+    {
+      "step": 400,
+      "true": {
+        "mean": 0.8007446226477622,
+        "std": 0.10131966850828475
+      },
+      "false": {
+        "mean": 0.7974009620249272,
+        "std": 0.10810798840568082
+      }
+    },
+    {
+      "step": 600,
+      "true": {
+        "mean": 0.7961330626010895,
+        "std": 0.1073965635877326
+      },
+      "false": {
+        "mean": 0.7944572762548924,
+        "std": 0.10345728150035895
+      }
+    },
+    {
+      "step": 800,
+      "true": {
+        "mean": 0.7864545863866806,
+        "std": 0.10817060250650944
+      },
+      "false": {
+        "mean": 0.7875387319624424,
+        "std": 0.10703244672714755
+      }
+    },
+    {
+      "step": 1000,
+      "true": {
+        "mean": 0.785390784740448,
+        "std": 0.10893239989864135
+      },
+      "false": {
+        "mean": 0.7948437072038651,
+        "std": 0.10439757483067573
+      }
+    },
+    {
+      "step": 2000,
+      "true": {
+        "mean": 0.8928705038279295,
+        "std": 0.10283831166693383
+      },
+      "false": {
+        "mean": 0.4654422838240862,
+        "std": 0.3229722041312327
+      }
+    },
+    {
+      "step": 3000,
+      "true": {
+        "mean": 0.9285077372193337,
+        "std": 0.09910573398120776
+      },
+      "false": {
+        "mean": 0.27968588107824327,
+        "std": 0.3031199942687542
+      }
+    },
+    {
+      "step": 4000,
+      "true": {
+        "mean": 0.9488308643251657,
+        "std": 0.08126624392966715
+      },
+      "false": {
+        "mean": 0.23368639106769115,
+        "std": 0.2866045603514431
+      }
+    },
+    {
+      "step": 5000,
+      "true": {
+        "mean": 0.9530458211302757,
+        "std": 0.09866964472000181
+      },
+      "false": {
+        "mean": 0.2161584832649678,
+        "std": 0.2746202216172687
+      }
+    },
+    {
+      "step": 6000,
+      "true": {
+        "mean": 0.9672775795161724,
+        "std": 0.06171691739796337
+      },
+      "false": {
+        "mean": 0.20676167513616384,
+        "std": 0.26953188425984015
+      }
+    },
+    {
+      "step": 7000,
+      "true": {
+        "mean": 0.9578911720365286,
+        "std": 0.08833113084229392
+      },
+      "false": {
+        "mean": 0.18564113210653888,
+        "std": 0.2598585545681536
+      }
+    },
+    {
+      "step": 8000,
+      "true": {
+        "mean": 0.9632156278043985,
+        "std": 0.07998211068408198
+      },
+      "false": {
+        "mean": 0.19696083046961577,
+        "std": 0.2510810675555909
+      }
+    },
+    {
+      "step": 9000,
+      "true": {
+        "mean": 0.9685385792851448,
+        "std": 0.0651158143043949
+      },
+      "false": {
+        "mean": 0.1901936187520623,
+        "std": 0.258186099318806
+      }
+    },
+    {
+      "step": 10000,
+      "true": {
+        "mean": 0.9727742084562778,
+        "std": 0.0694663758596249
+      },
+      "false": {
+        "mean": 0.18193576052971183,
+        "std": 0.25680831577521046
+      }
+    },
+    {
+      "step": 11000,
+      "true": {
+        "mean": 0.9728807012587786,
+        "std": 0.08005426345227253
+      },
+      "false": {
+        "mean": 0.17250226974952965,
+        "std": 0.24581035190697156
+      }
+    },
+    {
+      "step": 12000,
+      "true": {
+        "mean": 0.9683712801039219,
+        "std": 0.08483994537483247
+      },
+      "false": {
+        "mean": 0.15889635488018394,
+        "std": 0.24449739553041447
+      }
+    },
+    {
+      "step": 13000,
+      "true": {
+        "mean": 0.9661810393333435,
+        "std": 0.06620860874793248
+      },
+      "false": {
+        "mean": 0.15483926716074348,
+        "std": 0.23021484276744744
+      }
+    },
+    {
+      "step": 14000,
+      "true": {
+        "mean": 0.9731561533212661,
+        "std": 0.07058204296845466
+      },
+      "false": {
+        "mean": 0.14389086210820823,
+        "std": 0.2230019944537111
+      }
+    },
+    {
+      "step": 15000,
+      "true": {
+        "mean": 0.9694975914657116,
+        "std": 0.07115276345768014
+      },
+      "false": {
+        "mean": 0.14614071582257748,
+        "std": 0.2186081116207038
+      }
+    },
+    {
+      "step": 16000,
+      "true": {
+        "mean": 0.9702663696035743,
+        "std": 0.08405421613096666
+      },
+      "false": {
+        "mean": 0.15295483206678182,
+        "std": 0.23812713382538336
+      }
+    },
+    {
+      "step": 17000,
+      "true": {
+        "mean": 0.9733671424686908,
+        "std": 0.07568187881676912
+      },
+      "false": {
+        "mean": 0.14592211248539388,
+        "std": 0.22936557331562796
+      }
+    },
+    {
+      "step": 18000,
+      "true": {
+        "mean": 0.9672239850014448,
+        "std": 0.09023261836486018
+      },
+      "false": {
+        "mean": 0.15577821085229515,
+        "std": 0.23928044551580005
+      }
+    },
+    {
+      "step": 19000,
+      "true": {
+        "mean": 0.9746828198879958,
+        "std": 0.08199150594619165
+      },
+      "false": {
+        "mean": 0.1493088154597208,
+        "std": 0.23411423125528938
+      }
+    },
+    {
+      "step": 20000,
+      "true": {
+        "mean": 0.9661528566628694,
+        "std": 0.10781403792145663
+      },
+      "false": {
+        "mean": 0.14342928372928873,
+        "std": 0.21894939912861494
+      }
+    },
+    {
+      "step": 21000,
+      "true": {
+        "mean": 0.9687200549244881,
+        "std": 0.10529226223840983
+      },
+      "false": {
+        "mean": 0.1346783170774579,
+        "std": 0.2132835497662033
+      }
+    },
+    {
+      "step": 22000,
+      "true": {
+        "mean": 0.9756365202665329,
+        "std": 0.05531603216810716
+      },
+      "false": {
+        "mean": 0.15953362173959612,
+        "std": 0.2421140376939093
+      }
+    },
+    {
+      "step": 23000,
+      "true": {
+        "mean": 0.9802524208202958,
+        "std": 0.057831241722171904
+      },
+      "false": {
+        "mean": 0.1401215397538617,
+        "std": 0.22555250014335348
+      }
+    },
+    {
+      "step": 24000,
+      "true": {
+        "mean": 0.9812766592651606,
+        "std": 0.058604869892603835
+      },
+      "false": {
+        "mean": 0.14084448525775223,
+        "std": 0.22804121484319329
+      }
+    },
+    {
+      "step": 25000,
+      "true": {
+        "mean": 0.981374906718731,
+        "std": 0.05081487388176988
+      },
+      "false": {
+        "mean": 0.1399352550348267,
+        "std": 0.21770054978143374
+      }
+    },
+    {
+      "step": 26000,
+      "true": {
+        "mean": 0.9742277500033378,
+        "std": 0.07051484838325474
+      },
+      "false": {
+        "mean": 0.13078895932529122,
+        "std": 0.21540640912094997
+      }
+    },
+    {
+      "step": 27000,
+      "true": {
+        "mean": 0.9728581295758486,
+        "std": 0.0811356368726725
+      },
+      "false": {
+        "mean": 0.14277438293304295,
+        "std": 0.2255140170858435
+      }
+    },
+    {
+      "step": 28000,
+      "true": {
+        "mean": 0.9567413832396269,
+        "std": 0.09240381631964464
+      },
+      "false": {
+        "mean": 0.1361597853731364,
+        "std": 0.22058271226851983
+      }
+    },
+    {
+      "step": 29000,
+      "true": {
+        "mean": 0.9768983363509178,
+        "std": 0.06506891699273308
+      },
+      "false": {
+        "mean": 0.1578187144715339,
+        "std": 0.24451187954729764
+      }
+    },
+    {
+      "step": 30000,
+      "true": {
+        "mean": 0.9833103835433722,
+        "std": 0.06409655325642664
+      },
+      "false": {
+        "mean": 0.13264678891841322,
+        "std": 0.19931284716815886
+      }
+    },
+    {
+      "step": 31000,
+      "true": {
+        "mean": 0.9834186478555202,
+        "std": 0.049293775621497296
+      },
+      "false": {
+        "mean": 0.1331727591045201,
+        "std": 0.2107517283986964
+      }
+    },
+    {
+      "step": 32000,
+      "true": {
+        "mean": 0.9778383646309375,
+        "std": 0.06766332314864971
+      },
+      "false": {
+        "mean": 0.12832551294378935,
+        "std": 0.2039617208119905
+      }
+    },
+    {
+      "step": 33000,
+      "true": {
+        "mean": 0.9785214749723673,
+        "std": 0.07816171898512994
+      },
+      "false": {
+        "mean": 0.13495517061278223,
+        "std": 0.21046250484611387
+      }
+    },
+    {
+      "step": 34000,
+      "true": {
+        "mean": 0.9757318218201398,
+        "std": 0.08656511699558103
+      },
+      "false": {
+        "mean": 0.12248178651183844,
+        "std": 0.18845041638099486
+      }
+    },
+    {
+      "step": 35000,
+      "true": {
+        "mean": 0.9849510786607861,
+        "std": 0.06475463985698342
+      },
+      "false": {
+        "mean": 0.1281164211081341,
+        "std": 0.2010789454865409
+      }
+    },
+    {
+      "step": 36000,
+      "true": {
+        "mean": 0.982077312707901,
+        "std": 0.05047893606983984
+      },
+      "false": {
+        "mean": 0.1280622709058225,
+        "std": 0.20101767637623802
+      }
+    },
+    {
+      "step": 37000,
+      "true": {
+        "mean": 0.9798342971801758,
+        "std": 0.06622871560902373
+      },
+      "false": {
+        "mean": 0.12511457447800786,
+        "std": 0.19431662866520244
+      }
+    },
+    {
+      "step": 38000,
+      "true": {
+        "mean": 0.9855564170181751,
+        "std": 0.044761166512003146
+      },
+      "false": {
+        "mean": 0.12801947458926588,
+        "std": 0.20024489123975572
+      }
+    },
+    {
+      "step": 39000,
+      "true": {
+        "mean": 0.9792522681951523,
+        "std": 0.0665830150382839
+      },
+      "false": {
+        "mean": 0.13202405147533863,
+        "std": 0.20796026757562164
+      }
+    },
+    {
+      "step": 40000,
+      "true": {
+        "mean": 0.9803472103476525,
+        "std": 0.06745402164376253
+      },
+      "false": {
+        "mean": 0.12131325241737068,
+        "std": 0.18897520530983267
+      }
+    },
+    {
+      "step": 41000,
+      "true": {
+        "mean": 0.9848521028161049,
+        "std": 0.03834164226622925
+      },
+      "false": {
+        "mean": 0.13296162499766798,
+        "std": 0.20623899084872332
+      }
+    },
+    {
+      "step": 42000,
+      "true": {
+        "mean": 0.9744135429561138,
+        "std": 0.07489266965312098
+      },
+      "false": {
+        "mean": 0.11167385207489133,
+        "std": 0.17650506678776443
+      }
+    },
+    {
+      "step": 43000,
+      "true": {
+        "mean": 0.9860301614999771,
+        "std": 0.045723136895760824
+      },
+      "false": {
+        "mean": 0.12234528012014925,
+        "std": 0.19564513496769903
+      }
+    },
+    {
+      "step": 44000,
+      "true": {
+        "mean": 0.9817528160214424,
+        "std": 0.0629715527159585
+      },
+      "false": {
+        "mean": 0.11615976186841727,
+        "std": 0.18522198562410688
+      }
+    },
+    {
+      "step": 45000,
+      "true": {
+        "mean": 0.9893308988958597,
+        "std": 0.04519840540392215
+      },
+      "false": {
+        "mean": 0.12488492499478161,
+        "std": 0.19780433931100774
+      }
+    },
+    {
+      "step": 46000,
+      "true": {
+        "mean": 0.9810569204390049,
+        "std": 0.07293497809519074
+      },
+      "false": {
+        "mean": 0.1197394357463345,
+        "std": 0.1908666828136016
+      }
+    },
+    {
+      "step": 47000,
+      "true": {
+        "mean": 0.9857707353234291,
+        "std": 0.04400211098510585
+      },
+      "false": {
+        "mean": 0.12233233410958201,
+        "std": 0.19994443610576398
+      }
+    },
+    {
+      "step": 48000,
+      "true": {
+        "mean": 0.9865080574452877,
+        "std": 0.041876172755302594
+      },
+      "false": {
+        "mean": 0.11521217599883675,
+        "std": 0.18148771302022854
+      }
+    },
+    {
+      "step": 49000,
+      "true": {
+        "mean": 0.9784747231900692,
+        "std": 0.06752903801977496
+      },
+      "false": {
+        "mean": 0.12248877602443099,
+        "std": 0.20074246023698517
+      }
+    },
+    {
+      "step": 50000,
+      "true": {
+        "mean": 0.9812187346071005,
+        "std": 0.06358540667193642
+      },
+      "false": {
+        "mean": 0.11474418189749122,
+        "std": 0.1861220088643761
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed0/analysis/prob_data_step50000.json b/phase0_original/L1_rho08_seed0/analysis/prob_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..e06da6417deac9f9daed2f1f48a0661f3ddf697a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/prob_data_step50000.json
@@ -0,0 +1,15 @@
+{
+  "step": 50000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "true": {
+    "mean": 0.9812187346071005,
+    "std": 0.06358540667193642
+  },
+  "false": {
+    "mean": 0.11474418189749122,
+    "std": 0.1861220088643761
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed0/analysis/probe_auc_step50000.png b/phase0_original/L1_rho08_seed0/analysis/probe_auc_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..e72685d8862bcd2c60382a61494cc8129a95881f
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/probe_auc_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3703d827e9c543341f672161692c08a1ba3a411336d6ad067e6801e302b307ad
+size 31446
diff --git a/phase0_original/L1_rho08_seed0/analysis/probe_data_step50000.json b/phase0_original/L1_rho08_seed0/analysis/probe_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5ee1613544bf62d99930316c59ac1e7880d0078
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/analysis/probe_data_step50000.json
@@ -0,0 +1,37 @@
+{
+  "step": 50000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "pos0": {
+    "L0": {
+      "mean": 0.5169064461988773,
+      "std": 0.021871739937534565
+    },
+    "L1": {
+      "mean": 0.5169339742867706,
+      "std": 0.017827485369887475
+    }
+  },
+  "pos1": {
+    "L0": {
+      "mean": 0.5010888686071326,
+      "std": 0.01597348221010035
+    },
+    "L1": {
+      "mean": 0.7488206327240052,
+      "std": 0.010304350541808264
+    }
+  },
+  "pos2": {
+    "L0": {
+      "mean": 0.4941407515447409,
+      "std": 0.01323247869547723
+    },
+    "L1": {
+      "mean": 0.9873183541439825,
+      "std": 0.004498065968081836
+    }
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step0.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..49e5b126a49f3e9eaf36c67172b2a525553d7d05
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa00d36671824698009917165ce73ba91cde5101e1b104e07863981a80531647
+size 3159031
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step1000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step1000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a79a436438eed6da2ac6b957c5469a218336f543
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step1000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c465bfb539fecf3b49dc03975356c177e18e108c3dcfce192432f2ec800b4ff4
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step10000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..edc00d4469627c7df9aff3beba70435ff40a9550
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b33633db4b57d8a2330ef00b0d0a9271035dbdb947118fdf6e4cff2ab90bb289
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step11000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step11000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bf730a7d2c0e0c06ca1013a379164900ccd02353
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step11000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:275b34782fe59e27b2e2fbd046723bd3ccf4f3b74cda7c8319acc3ddfc746150
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step12000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step12000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..004193f667eb2c3a9931ffd7fa9b0c8802ff4526
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step12000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:746e06571ab1f572a9426356dcc4d6d670b95ed583921b1de2a82e97b1bff8e8
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step13000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step13000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a2a070d510cf9cbdaa3271d6f3ddb76450312352
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step13000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3980e34189a3c9a76f5e83eba7aea2fe00c01281e5b6104cebab42614abf6274
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step14000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step14000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4ad72e51e24b33a88f5a23662476a8f5bb809a6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step14000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32f056b8ff03f5dcee78842056066c2870d29c534fe12c6d42066c85fbcbb13a
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step15000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac1ee7da21e42bb859ccb9e119d4bbb7d3321e34
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bff795eef6c49e7c1dda981cfa90686ac6a0ddaa7aec20c2659b616419980f8c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step16000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step16000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..abfcd064e93adfb7c6d340e06dd51ec157114a99
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step16000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7df105a7ddf9428a3a24e92f3e45f0c6637640c2794d478a781ac164a957858
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step17000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step17000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d7d15ae505f132cf5c91026e280e634608cd407
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step17000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb2f3fc71df961492cf6ba59dc9cf8b23c4b415107b7e6276abb7928fda147c4
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step18000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step18000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ca16f6f5b8384d6f073606a53bef655eb8bfc0b
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step18000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3fdb9769539727fbb87c2d206595b0b75536672cfb5bfcf443e862fbe692b57
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step19000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step19000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..69fd86c274a34146a9d842fb3b386b50120b44aa
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step19000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79ae8dce856fa16e36ed9195ee704a58f5bb1123fab9fa8dac072e4d8921e7e5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step200.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step200.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90ea3a99cf68ff72eae54c047ee258426b5a404c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step200.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ede0e01542846261934ee531e70537434fe5f7e3c0f67f46c235d5fbae3d70f1
+size 3159059
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step2000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step2000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3bc824c06728070a7236de70b89957fbe4aecb93
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step2000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6db0bc4b80911e0585d7838702b160fd4ed2e516e259b784eec2af6bac082bfb
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step20000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..96628f8a069f4e09a319ba7bfded6ec352e4481c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b27345358c18db797e31ae881de08deaeba95f0da4a11a357529d41ef5fce71
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step21000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step21000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..379b7158d3323326820fb762bf5ce7bc2de5a390
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step21000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8c9d0c81b1519d9043e750fed703270e86adf3d03ba14ec3e0de030bc0765ee
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step22000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step22000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..19505c625dfbdf3e4dc597bf4099ad2fd16f0ef1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step22000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baebbe94c274966eb08f258885d879c757da87075f4431aa2c290ad3889061ff
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step23000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step23000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f111f701d4170fc4bc4ef5667d4291a36240a77d
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step23000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d128dd775c3695d98f8fa74fdb34cef535e36bf5d3081c331d680cd41b7afa5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step24000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step24000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..537934562e2718c5257cfa8adf73c9223d3048b8
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step24000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b3ebaacf5d369ca881c8b4e29ed78c1c219cd1b0cce06f39ac57ac4271b656e
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step25000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a25f2d86036c184fd78a5932159c6d55878e7c6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05b5fe44ce87b9e9f1cfe0f80794c9a4edd9ae7f221989e2606cf985c9cc1097
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step26000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step26000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..071fbdfa7bc42e1bc3e65db7fea5c29adc98bc52
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step26000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:198c8340c4a251fb599b94d4e79fd14cc1f21c8152e371aa930298c9e3beb119
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step27000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step27000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1bcc5f4c51cefce64acd9cda9f1bd3b9c0f73d94
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step27000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6267988fecb6fb49201bd1041f1103342e87b8872847b5f364bd14c1ce8f27a7
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step28000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step28000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..86e78f51ad95683cf88bde1e3901f804f0359d73
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step28000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5a74f198ace7635dad3278147b8a41ca23821b62d7697b00268f08d1fbcf05c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step29000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step29000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..08cf395e5a432955e6037504389270bda3a9681b
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step29000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c41aa8a2af0d84a69aa2d38e5bfd13c3fbc69c01959453c651d832db591503a1
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step3000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step3000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0c495fb4346414f2da1fa49d317e2e45f8980aac
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step3000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66fac756100a8135b8a6be6ed83eaa61b4ccbaa2ce3f41164642352a9727e09f
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step30000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a7028597869d43c5d08966312342d9fff1090cde
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27bf1fc41b8cb85433ea70714b4a3d6e568e0fc7d48a8db0f2aad664b63a05f5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step31000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step31000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3458a3735ea47fc3a4500c7d0a828af18efd0608
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step31000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:019edaae411060350571d6f23ecce24f55ede55d25e85195a7a816718cc31ec3
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step32000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step32000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8f8fd5dd72caa0be815e66aaa72229ef07710336
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step32000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f958f62fca7bdea78c2f552e95bf42695b76639e0bd39565496f7cb829771309
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step33000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step33000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50d0e15743a9553232642a6bb113341b945883d0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step33000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f30f656cf35dff9e361ffb83b7bc47bb8a5c4b41d989e3d5656209392ab39f3d
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step34000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step34000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4bd39351990299a6c45f2f72c5695d704d60e1bd
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step34000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1c4c2254bbaf0b9f56fb498f97e934e8ee836b64ffaa051360ebed5bfe8ef50
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step35000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b5a4d355aeec4cee06e2396b0859e16ef6aa4b3
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3a0e1d6d11f3e17852a4093f1b5f03dcac85ab8ecf36872791c1ca746b8cb4c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step36000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step36000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ef661724e904208eb69ef3e4882f66513abf2149
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step36000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d3a2e6cfb46114b763971d2cb50f71bf0d3bb0f5fae0f6e2cfa14ac49855e87
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step37000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step37000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..18a036ad4e91cb795a341c9d6b573958ee90cc58
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step37000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf73f0d11b2e94818855080633ad2b921419d4e07a9e4d00813485aa6fbf3df4
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step38000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step38000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05102b2b0b2a04e45843378126bf863fcaa493cf
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step38000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8dddefa9ade4711c81f167d624a2e4d5c248cbd743d22157422d319b536bb8f
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step39000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step39000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..be464e38dcbf254c36570a55292deb6ff43056a5
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step39000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90fdb8fa1e5f2422c4e60666bc556ce6e8fd86e5432892a1aa9f166fc6d6aa7a
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step400.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step400.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2e1fb08525fed9a8758dfad0aa6c137167f6eccc
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step400.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:935fc13f978e5f80f43e171f2ee05a20824809489bf2b43e4ba1d5902abfec49
+size 3159059
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step4000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step4000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68ddc7777a917ed3f61d0c0cb1241ab4dcf2175c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step4000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d3355ab4dcb30141a98db56bb50c768fa8b29c7f42b6f87eee1744137ae5f6c
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step40000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f2fecec433086305eda54caf56aa7d3e934a328a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdc26fca9c4f69e1f82514e28155ccee48b27495e7fe5c63c98290e130ef49d8
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step41000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step41000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9de5e4726cdb6787da0b5f6a6d0a85e82014b1d8
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step41000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05fe0cd22fefae9eb4c9ecbaed1f38d1c25d9a3f4eea3b62ace0510d5245bb7f
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step42000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step42000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7047df72b0f863e6ab5dffcfddc69f3216c7ad34
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step42000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c411a8d369d2285f75bffcb79272e95c0c9d0caa1acc29c847a95571709d3e68
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step43000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step43000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..757a1113cafae6a2cdbc10a41f42ea036233972e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step43000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bbd4568b1415985ab8b9a67daa71eb6fd592098588ea7b9cc6380796f582cf8
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step44000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step44000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..210231ed3b4f729c5b883d262f04a751f5c2024b
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step44000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84c36a422569f35c000b9e504ca0ec40708c9c2a1708fd85ac04a982f13f742a
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step45000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..801cf2b58094f6ecc93fe57ebd96bd2c529414e9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27587ac5e776491495e33ad1116900a11546b1d86b9e91e5575992450e804520
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step46000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step46000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e689a6a65a8844d144169901baf9ea9ae7391c53
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step46000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dcc6ee22e3b3ab27a704016d5cfce3eabdce400105ddac24df5b18a7d1c3784
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step47000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step47000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..db1be7a6eb8f36f6f4a23da306b63a6a6ccd304a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step47000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d35109587b776c2658893bb307e6e714740eb496422e476966a2e60a98cf19b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step48000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step48000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..091b60923919ca5a03c93fd22f77106b72ef0b11
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step48000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee2bce395bad57a7250bbabdf622ec947bd4c08aeb317ebce8efa75289e4bcd7
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step49000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step49000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a99083e67906c87ef6cf0bc20b84ad205eb019e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step49000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4665d58e18c99c6e6560243389aaa7cc9096c9a577224b3e9cd11651fee3b28
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step5000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f9f998662a2213e9c731a07ab6cb0a623df69748
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f83f79233ec8ddb3aab6c318d3894c9c1be5ffa51b7ef2d4de610e6ec0fdf6b
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step50000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2507863f06096ce51e221876600eefe81416ba40
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2baf72bb5bcaa9717fd95845a9cdfd5f09df0749a349f6d69170c475f4a1ed6
+size 3159087
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step600.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c98e7e722634038c92014d33031daf436d1d48e2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf855c91a000fce226bd70592f320b73fc72e2e0035b115cfddbc5cee930fb6a
+size 3159059
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step6000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step6000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..42266d484c6c68ac1496f0d0de8fdb460979fad6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step6000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6a47e5b19be9abdd73b785c27c685e42c0339a866df0cb40d03f6b392b26646
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step7000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step7000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e46f817157935841e645226d331d9d4157326de
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step7000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c82b144fddcfae057a0445a56a4aa40e3452d547d9ffb4207f9b01670f4f1ff7
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step800.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a54ed695feff19185ff3608036d4a416a778b585
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89b2eb63d86518a84949218d334e477c3f7a9a902e7e6305d8eb4d40e46f4247
+size 3159059
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step8000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step8000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..032b00bf808a6334fb3833f07980bc8fa1d1de94
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step8000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94570ae0e7e4e904a9c1fea2a713cff42c4bf5f6f5160207b3682f34f4b0d09d
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step9000.pt b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step9000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f1d175084743f4b117fda1d9c6be50c8ec73880e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/checkpoints/ckpt_step9000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7de5eea4b919105dc5d941c0a090881d8276f0642d9cf83f3826c655bc82b8c0
+size 3159073
diff --git a/phase0_original/L1_rho08_seed0/config.json b/phase0_original/L1_rho08_seed0/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..c38a6ef048ec22137c03ebdc38081df1cb2efd48
--- /dev/null
+++ b/phase0_original/L1_rho08_seed0/config.json
@@ -0,0 +1,36 @@
+{
+  "N": 512,
+  "M": 512,
+  "p_train": 0.8,
+  "p_eval": 0.5,
+  "use_bos": false,
+  "d_model": 256,
+  "num_heads": 1,
+  "num_layers": 1,
+  "first_layer_mlp": false,
+  "dropout": 0.0,
+  "use_rms": true,
+  "tie": false,
+  "normalize_embeddings": false,
+  "freeze_kv": false,
+  "batch_size": 128,
+  "lr": 0.001,
+  "weight_decay": 1e-05,
+  "num_steps": 50000,
+  "print_interval": 1000,
+  "save_interval": 1000,
+  "early_save_interval": 200,
+  "early_save_steps": 1000,
+  "num_eval_samples": 2000,
+  "num_eval_pairs": 50,
+  "seed": 0,
+  "num_workers": 23,
+  "device": "cuda",
+  "output_path": "phase0_original/L1_rho08_seed0",
+  "freeze_embeddings": false,
+  "one_hot": false,
+  "no_norm": false,
+  "independent_truth": false,
+  "vocab_size": 1025,
+  "seq_len": 3
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed1/analysis/attention_step50000.png b/phase0_original/L1_rho08_seed1/analysis/attention_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..817f5b3a6bd19121c3a640e33db1feac36a7f486
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/attention_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8629378052a26dcbcee32a384feada92068210640e8cf68e4ff4e56af3303745
+size 7332
diff --git a/phase0_original/L1_rho08_seed1/analysis/auc_curve.png b/phase0_original/L1_rho08_seed1/analysis/auc_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f8e2bdcb20d9ff9058fa77b2221f7dc388c4d16
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/auc_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:960d1e16c485b4e5da35d5bc5ed8e6639bfbdb02ee182f9f0e84ba90a461caa9
+size 33488
diff --git a/phase0_original/L1_rho08_seed1/analysis/auc_curve_data.json b/phase0_original/L1_rho08_seed1/analysis/auc_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..22a6af46f1ba97cb093e52f1d6b68ef0c4dbce14
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/auc_curve_data.json
@@ -0,0 +1,724 @@
+{
+  "token_idx": 2,
+  "num_layers": 1,
+  "seed": 1,
+  "N": 512,
+  "d_model": 256,
+  "checkpoints": [
+    {
+      "step": 0,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4921772325232994,
+          "std": 0.026693716586733564
+        },
+        "L1": {
+          "mean": 0.511116601218019,
+          "std": 0.029254323282594936
+        }
+      }
+    },
+    {
+      "step": 200,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5180655080092846,
+          "std": 0.027596167603269866
+        },
+        "L1": {
+          "mean": 0.503882753853723,
+          "std": 0.04520670979182049
+        }
+      }
+    },
+    {
+      "step": 400,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5065553415855978,
+          "std": 0.03505119615098997
+        },
+        "L1": {
+          "mean": 0.503639929812488,
+          "std": 0.03878551612637913
+        }
+      }
+    },
+    {
+      "step": 600,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5067569495798911,
+          "std": 0.027467113836490847
+        },
+        "L1": {
+          "mean": 0.5039629010301747,
+          "std": 0.04647254069983675
+        }
+      }
+    },
+    {
+      "step": 800,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4997011426599417,
+          "std": 0.036394386205191094
+        },
+        "L1": {
+          "mean": 0.48410793141021974,
+          "std": 0.03032983877589202
+        }
+      }
+    },
+    {
+      "step": 1000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5079849211547536,
+          "std": 0.0349999040564978
+        },
+        "L1": {
+          "mean": 0.513125930039873,
+          "std": 0.03784856533356589
+        }
+      }
+    },
+    {
+      "step": 2000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49203827613996853,
+          "std": 0.031533921963342655
+        },
+        "L1": {
+          "mean": 0.8712056033298824,
+          "std": 0.020215559935930702
+        }
+      }
+    },
+    {
+      "step": 3000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5021148606160122,
+          "std": 0.0493098428004771
+        },
+        "L1": {
+          "mean": 0.9336503814735554,
+          "std": 0.013354068295817197
+        }
+      }
+    },
+    {
+      "step": 4000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5009092190532534,
+          "std": 0.04247554804204832
+        },
+        "L1": {
+          "mean": 0.941660129850922,
+          "std": 0.010126631549458264
+        }
+      }
+    },
+    {
+      "step": 5000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49869905695591854,
+          "std": 0.03292380376495278
+        },
+        "L1": {
+          "mean": 0.9602480790494905,
+          "std": 0.012168478756712444
+        }
+      }
+    },
+    {
+      "step": 6000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4864216734127571,
+          "std": 0.028069108933955648
+        },
+        "L1": {
+          "mean": 0.9567880822087333,
+          "std": 0.0151181605806699
+        }
+      }
+    },
+    {
+      "step": 7000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47775979792918666,
+          "std": 0.03444580138401558
+        },
+        "L1": {
+          "mean": 0.9669527119686008,
+          "std": 0.009365210835066348
+        }
+      }
+    },
+    {
+      "step": 8000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49624561504121606,
+          "std": 0.03387910785519675
+        },
+        "L1": {
+          "mean": 0.96423370650633,
+          "std": 0.004828045015349583
+        }
+      }
+    },
+    {
+      "step": 9000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5081439055285746,
+          "std": 0.04044095224376436
+        },
+        "L1": {
+          "mean": 0.971450833023949,
+          "std": 0.006584742440090571
+        }
+      }
+    },
+    {
+      "step": 10000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5106533143376304,
+          "std": 0.04092414334066612
+        },
+        "L1": {
+          "mean": 0.9734773676463337,
+          "std": 0.009037859117672273
+        }
+      }
+    },
+    {
+      "step": 11000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4924030298548459,
+          "std": 0.03586177630499056
+        },
+        "L1": {
+          "mean": 0.9692180330392419,
+          "std": 0.007460620901061944
+        }
+      }
+    },
+    {
+      "step": 12000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4925430044400444,
+          "std": 0.037460921844258525
+        },
+        "L1": {
+          "mean": 0.9692164503993826,
+          "std": 0.014590236945204522
+        }
+      }
+    },
+    {
+      "step": 13000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4948893782026323,
+          "std": 0.0372147751964542
+        },
+        "L1": {
+          "mean": 0.9678269932156768,
+          "std": 0.014632631610023506
+        }
+      }
+    },
+    {
+      "step": 14000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49560874788335757,
+          "std": 0.03631557374509272
+        },
+        "L1": {
+          "mean": 0.9755622597239787,
+          "std": 0.012503907401528189
+        }
+      }
+    },
+    {
+      "step": 15000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4869243653090978,
+          "std": 0.03584793487974924
+        },
+        "L1": {
+          "mean": 0.9731210362316872,
+          "std": 0.011344188415053816
+        }
+      }
+    },
+    {
+      "step": 16000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.488447510788211,
+          "std": 0.03678224397977913
+        },
+        "L1": {
+          "mean": 0.9775612757304742,
+          "std": 0.015618183949425072
+        }
+      }
+    },
+    {
+      "step": 17000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4848379791308862,
+          "std": 0.03318270632424156
+        },
+        "L1": {
+          "mean": 0.9768339596482173,
+          "std": 0.009773068265122057
+        }
+      }
+    },
+    {
+      "step": 18000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4932385832103342,
+          "std": 0.02563769161312581
+        },
+        "L1": {
+          "mean": 0.9745885890961847,
+          "std": 0.010604505941050576
+        }
+      }
+    },
+    {
+      "step": 19000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48816430779880254,
+          "std": 0.023753096542997558
+        },
+        "L1": {
+          "mean": 0.9820537322833378,
+          "std": 0.011665857497328805
+        }
+      }
+    },
+    {
+      "step": 20000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48557569455553773,
+          "std": 0.025690244419755422
+        },
+        "L1": {
+          "mean": 0.9809298295920452,
+          "std": 0.008984050519675994
+        }
+      }
+    },
+    {
+      "step": 21000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48294660476965195,
+          "std": 0.037121979174085364
+        },
+        "L1": {
+          "mean": 0.9816514570247378,
+          "std": 0.005615010700150496
+        }
+      }
+    },
+    {
+      "step": 22000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49435966371166773,
+          "std": 0.028780738249506593
+        },
+        "L1": {
+          "mean": 0.9665313826517317,
+          "std": 0.010915865694571748
+        }
+      }
+    },
+    {
+      "step": 23000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4887843786503593,
+          "std": 0.02256448708622289
+        },
+        "L1": {
+          "mean": 0.9789623496718513,
+          "std": 0.009843831445833489
+        }
+      }
+    },
+    {
+      "step": 24000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4825446061963419,
+          "std": 0.024201282017797917
+        },
+        "L1": {
+          "mean": 0.9835560639857371,
+          "std": 0.0047586516781321355
+        }
+      }
+    },
+    {
+      "step": 25000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4870159612197898,
+          "std": 0.03634540387697819
+        },
+        "L1": {
+          "mean": 0.9738406383280562,
+          "std": 0.00575424107392873
+        }
+      }
+    },
+    {
+      "step": 26000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4881594381376967,
+          "std": 0.0345173851339075
+        },
+        "L1": {
+          "mean": 0.9754300303146465,
+          "std": 0.008730613088156878
+        }
+      }
+    },
+    {
+      "step": 27000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4831092856589486,
+          "std": 0.034515050296414176
+        },
+        "L1": {
+          "mean": 0.9764644268237838,
+          "std": 0.007445353237200429
+        }
+      }
+    },
+    {
+      "step": 28000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48892572559459674,
+          "std": 0.03418744574795676
+        },
+        "L1": {
+          "mean": 0.9795915823279596,
+          "std": 0.007554717880463428
+        }
+      }
+    },
+    {
+      "step": 29000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4827887492718146,
+          "std": 0.03266286746883956
+        },
+        "L1": {
+          "mean": 0.9796529058495296,
+          "std": 0.006948103044248174
+        }
+      }
+    },
+    {
+      "step": 30000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47352328935546417,
+          "std": 0.034392386098287084
+        },
+        "L1": {
+          "mean": 0.9832642414949457,
+          "std": 0.0013784989548471763
+        }
+      }
+    },
+    {
+      "step": 31000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49135150300480224,
+          "std": 0.029874080829337776
+        },
+        "L1": {
+          "mean": 0.9719695907774252,
+          "std": 0.010769921999538535
+        }
+      }
+    },
+    {
+      "step": 32000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4887850648298788,
+          "std": 0.025653840263767977
+        },
+        "L1": {
+          "mean": 0.9787582847121818,
+          "std": 0.009425094133086412
+        }
+      }
+    },
+    {
+      "step": 33000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48150569619552697,
+          "std": 0.030021926326608345
+        },
+        "L1": {
+          "mean": 0.9773822613539067,
+          "std": 0.014338213880888157
+        }
+      }
+    },
+    {
+      "step": 34000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4882998332845362,
+          "std": 0.03195643138990659
+        },
+        "L1": {
+          "mean": 0.9831553713669964,
+          "std": 0.005961738889991831
+        }
+      }
+    },
+    {
+      "step": 35000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.496442198430641,
+          "std": 0.03725314611428251
+        },
+        "L1": {
+          "mean": 0.9808860881630009,
+          "std": 0.004391279377707834
+        }
+      }
+    },
+    {
+      "step": 36000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4829591733247208,
+          "std": 0.033896987761855284
+        },
+        "L1": {
+          "mean": 0.9841187070446086,
+          "std": 0.004509934603081358
+        }
+      }
+    },
+    {
+      "step": 37000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4876147866655801,
+          "std": 0.028415398188630935
+        },
+        "L1": {
+          "mean": 0.9876766746251417,
+          "std": 0.006016369524468121
+        }
+      }
+    },
+    {
+      "step": 38000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.492531272983744,
+          "std": 0.036626168267156964
+        },
+        "L1": {
+          "mean": 0.9871339710174674,
+          "std": 0.006666610031554423
+        }
+      }
+    },
+    {
+      "step": 39000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5006471246361588,
+          "std": 0.03468467107013987
+        },
+        "L1": {
+          "mean": 0.9854199177188253,
+          "std": 0.006872056310057163
+        }
+      }
+    },
+    {
+      "step": 40000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49623910740319294,
+          "std": 0.02971742009039795
+        },
+        "L1": {
+          "mean": 0.9833342177201333,
+          "std": 0.006769655897486023
+        }
+      }
+    },
+    {
+      "step": 41000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4971230615680108,
+          "std": 0.029767442057246785
+        },
+        "L1": {
+          "mean": 0.9889285679071224,
+          "std": 0.0067094710580863125
+        }
+      }
+    },
+    {
+      "step": 42000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4890821201941023,
+          "std": 0.024799880751317595
+        },
+        "L1": {
+          "mean": 0.9829025202508479,
+          "std": 0.008695594354678976
+        }
+      }
+    },
+    {
+      "step": 43000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5011190571772668,
+          "std": 0.041016421046538076
+        },
+        "L1": {
+          "mean": 0.9839124950070882,
+          "std": 0.01029504925014231
+        }
+      }
+    },
+    {
+      "step": 44000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47615102891713423,
+          "std": 0.03163197577514716
+        },
+        "L1": {
+          "mean": 0.9888096173794583,
+          "std": 0.013526673003646284
+        }
+      }
+    },
+    {
+      "step": 45000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4793987286562452,
+          "std": 0.026356650753807925
+        },
+        "L1": {
+          "mean": 0.9841791783754852,
+          "std": 0.008323769067514527
+        }
+      }
+    },
+    {
+      "step": 46000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48153435475481154,
+          "std": 0.03325686904872789
+        },
+        "L1": {
+          "mean": 0.9838659555351648,
+          "std": 0.0107052800596871
+        }
+      }
+    },
+    {
+      "step": 47000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48303563505310854,
+          "std": 0.03388021914361045
+        },
+        "L1": {
+          "mean": 0.9871731194706961,
+          "std": 0.007645267431555571
+        }
+      }
+    },
+    {
+      "step": 48000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4919520328319796,
+          "std": 0.030561649247995735
+        },
+        "L1": {
+          "mean": 0.9895888275485986,
+          "std": 0.00819861614502776
+        }
+      }
+    },
+    {
+      "step": 49000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48770397390505577,
+          "std": 0.03208725887651473
+        },
+        "L1": {
+          "mean": 0.9849472899430431,
+          "std": 0.009054671560320448
+        }
+      }
+    },
+    {
+      "step": 50000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49617550600708926,
+          "std": 0.025108129231432713
+        },
+        "L1": {
+          "mean": 0.9850611625410373,
+          "std": 0.007438077380917817
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed1/analysis/ov_heatmap_step50000.png b/phase0_original/L1_rho08_seed1/analysis/ov_heatmap_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec2c81ae1ed5c0b71fa00538fce810cf69bd7a82
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/ov_heatmap_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45ab17618aff37fa201fc66b1aac4827e0d036525104786bb4f69727e4ff1758
+size 951091
diff --git a/phase0_original/L1_rho08_seed1/analysis/pca_step50000.png b/phase0_original/L1_rho08_seed1/analysis/pca_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..f699ca4c669c9db3f93129962d8e1920980ed9b9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/pca_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c58fc5e002d82fec8b3c1fc0fa67e7c732383e04ae9f0eeb7d7d97543c1a28d2
+size 237988
diff --git a/phase0_original/L1_rho08_seed1/analysis/prob_curve.png b/phase0_original/L1_rho08_seed1/analysis/prob_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..30e28831977803516814725468d4ccfff7b4c517
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/prob_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55dd1eabe974e5342339194e8d844c54eb12dc333fa42f89b0ae988319765357
+size 58724
diff --git a/phase0_original/L1_rho08_seed1/analysis/prob_curve_data.json b/phase0_original/L1_rho08_seed1/analysis/prob_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfbc3598c4d12d1ac2b7ef36a21a1999df5c96cf
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/prob_curve_data.json
@@ -0,0 +1,615 @@
+{
+  "metric": "P(f(x') | x, y, x')",
+  "num_samples": 1000,
+  "seed": 1,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "checkpoints": [
+    {
+      "step": 0,
+      "true": {
+        "mean": 0.000985324449487962,
+        "std": 0.00032026545767024477
+      },
+      "false": {
+        "mean": 0.0009741913321777247,
+        "std": 0.00032895269240069465
+      }
+    },
+    {
+      "step": 200,
+      "true": {
+        "mean": 0.7791121582388878,
+        "std": 0.09579359013368388
+      },
+      "false": {
+        "mean": 0.7744421715140343,
+        "std": 0.09912207926029798
+      }
+    },
+    {
+      "step": 400,
+      "true": {
+        "mean": 0.757245143532753,
+        "std": 0.11399669090467349
+      },
+      "false": {
+        "mean": 0.763228727042675,
+        "std": 0.1128507317507314
+      }
+    },
+    {
+      "step": 600,
+      "true": {
+        "mean": 0.7894104754626751,
+        "std": 0.1078761141431373
+      },
+      "false": {
+        "mean": 0.7887639169991016,
+        "std": 0.10621882454156031
+      }
+    },
+    {
+      "step": 800,
+      "true": {
+        "mean": 0.7878494228124618,
+        "std": 0.09636454061276428
+      },
+      "false": {
+        "mean": 0.790062684416771,
+        "std": 0.1005500961338388
+      }
+    },
+    {
+      "step": 1000,
+      "true": {
+        "mean": 0.785061296582222,
+        "std": 0.10384243840010224
+      },
+      "false": {
+        "mean": 0.7902246633172035,
+        "std": 0.09818480878137094
+      }
+    },
+    {
+      "step": 2000,
+      "true": {
+        "mean": 0.8800527776181698,
+        "std": 0.11706845916424342
+      },
+      "false": {
+        "mean": 0.40040318606235087,
+        "std": 0.30481326272479037
+      }
+    },
+    {
+      "step": 3000,
+      "true": {
+        "mean": 0.931781094044447,
+        "std": 0.08534908333675904
+      },
+      "false": {
+        "mean": 0.2570955232870765,
+        "std": 0.29366551527592866
+      }
+    },
+    {
+      "step": 4000,
+      "true": {
+        "mean": 0.9487041119933128,
+        "std": 0.07821550589603797
+      },
+      "false": {
+        "mean": 0.23323661462962628,
+        "std": 0.27899432492577986
+      }
+    },
+    {
+      "step": 5000,
+      "true": {
+        "mean": 0.9437069014906884,
+        "std": 0.08907519580931719
+      },
+      "false": {
+        "mean": 0.2213162222802639,
+        "std": 0.27554540219017926
+      }
+    },
+    {
+      "step": 6000,
+      "true": {
+        "mean": 0.9663968942314386,
+        "std": 0.07359508478663801
+      },
+      "false": {
+        "mean": 0.21003191936947405,
+        "std": 0.266260930690062
+      }
+    },
+    {
+      "step": 7000,
+      "true": {
+        "mean": 0.9637036193013191,
+        "std": 0.05228998898619863
+      },
+      "false": {
+        "mean": 0.19353064893465488,
+        "std": 0.264624972276356
+      }
+    },
+    {
+      "step": 8000,
+      "true": {
+        "mean": 0.9564711794257164,
+        "std": 0.10246871510406523
+      },
+      "false": {
+        "mean": 0.16092539910972117,
+        "std": 0.23625492525239786
+      }
+    },
+    {
+      "step": 9000,
+      "true": {
+        "mean": 0.9744173616990447,
+        "std": 0.0611119775494648
+      },
+      "false": {
+        "mean": 0.18210670464951545,
+        "std": 0.25494616266809583
+      }
+    },
+    {
+      "step": 10000,
+      "true": {
+        "mean": 0.9711958884894848,
+        "std": 0.05854043176190453
+      },
+      "false": {
+        "mean": 0.1624044773215428,
+        "std": 0.22961521504905866
+      }
+    },
+    {
+      "step": 11000,
+      "true": {
+        "mean": 0.9574051072373986,
+        "std": 0.11307583057249274
+      },
+      "false": {
+        "mean": 0.15867503929883242,
+        "std": 0.23908748403277474
+      }
+    },
+    {
+      "step": 12000,
+      "true": {
+        "mean": 0.9679223232418299,
+        "std": 0.08744822779536722
+      },
+      "false": {
+        "mean": 0.17160533755645155,
+        "std": 0.2570624017811203
+      }
+    },
+    {
+      "step": 13000,
+      "true": {
+        "mean": 0.98032195353508,
+        "std": 0.04923896860925824
+      },
+      "false": {
+        "mean": 0.17067023728694766,
+        "std": 0.2537476569711461
+      }
+    },
+    {
+      "step": 14000,
+      "true": {
+        "mean": 0.9709277036786079,
+        "std": 0.09546233629373317
+      },
+      "false": {
+        "mean": 0.15335397340822965,
+        "std": 0.23485702328563818
+      }
+    },
+    {
+      "step": 15000,
+      "true": {
+        "mean": 0.9749612764418125,
+        "std": 0.08327816338331932
+      },
+      "false": {
+        "mean": 0.15465469516534358,
+        "std": 0.23812537324370964
+      }
+    },
+    {
+      "step": 16000,
+      "true": {
+        "mean": 0.9800338988304138,
+        "std": 0.05930413881300493
+      },
+      "false": {
+        "mean": 0.15186204188223928,
+        "std": 0.2360504699027847
+      }
+    },
+    {
+      "step": 17000,
+      "true": {
+        "mean": 0.9782828245162963,
+        "std": 0.0650883778071032
+      },
+      "false": {
+        "mean": 0.16467366561759264,
+        "std": 0.24597697980221087
+      }
+    },
+    {
+      "step": 18000,
+      "true": {
+        "mean": 0.9657081638649107,
+        "std": 0.10320847273844645
+      },
+      "false": {
+        "mean": 0.15605986646935344,
+        "std": 0.24491780232641158
+      }
+    },
+    {
+      "step": 19000,
+      "true": {
+        "mean": 0.9734739824235439,
+        "std": 0.06472704883792865
+      },
+      "false": {
+        "mean": 0.1396445861742832,
+        "std": 0.22070482750898995
+      }
+    },
+    {
+      "step": 20000,
+      "true": {
+        "mean": 0.975259682264179,
+        "std": 0.09299065214943443
+      },
+      "false": {
+        "mean": 0.12953272344730796,
+        "std": 0.20820686408210465
+      }
+    },
+    {
+      "step": 21000,
+      "true": {
+        "mean": 0.9853206456750632,
+        "std": 0.05821651315871395
+      },
+      "false": {
+        "mean": 0.15269091015681624,
+        "std": 0.23991729063439526
+      }
+    },
+    {
+      "step": 22000,
+      "true": {
+        "mean": 0.98052652323246,
+        "std": 0.06429911658721504
+      },
+      "false": {
+        "mean": 0.16958822001423687,
+        "std": 0.2622588999685367
+      }
+    },
+    {
+      "step": 23000,
+      "true": {
+        "mean": 0.9732548186033965,
+        "std": 0.08225204589917938
+      },
+      "false": {
+        "mean": 0.14251494526676833,
+        "std": 0.22672331282749528
+      }
+    },
+    {
+      "step": 24000,
+      "true": {
+        "mean": 0.9842908112704754,
+        "std": 0.046009775591937016
+      },
+      "false": {
+        "mean": 0.15263276653597133,
+        "std": 0.24288800795247886
+      }
+    },
+    {
+      "step": 25000,
+      "true": {
+        "mean": 0.9727912634424866,
+        "std": 0.08632834417936651
+      },
+      "false": {
+        "mean": 0.13152221383713186,
+        "std": 0.21103922884253642
+      }
+    },
+    {
+      "step": 26000,
+      "true": {
+        "mean": 0.9814492859840394,
+        "std": 0.0550809079029127
+      },
+      "false": {
+        "mean": 0.14100193074345588,
+        "std": 0.225501491800231
+      }
+    },
+    {
+      "step": 27000,
+      "true": {
+        "mean": 0.981965202704072,
+        "std": 0.05009879547389543
+      },
+      "false": {
+        "mean": 0.13717454358190298,
+        "std": 0.22036733011127646
+      }
+    },
+    {
+      "step": 28000,
+      "true": {
+        "mean": 0.9809803104698658,
+        "std": 0.056153060830190206
+      },
+      "false": {
+        "mean": 0.1301308328229934,
+        "std": 0.21185959045212527
+      }
+    },
+    {
+      "step": 29000,
+      "true": {
+        "mean": 0.97955411426723,
+        "std": 0.07457756270208798
+      },
+      "false": {
+        "mean": 0.12825351601932197,
+        "std": 0.21039722126610355
+      }
+    },
+    {
+      "step": 30000,
+      "true": {
+        "mean": 0.9799532801061869,
+        "std": 0.06461167545609241
+      },
+      "false": {
+        "mean": 0.14272603259515018,
+        "std": 0.22731522712583002
+      }
+    },
+    {
+      "step": 31000,
+      "true": {
+        "mean": 0.968300486445427,
+        "std": 0.07390608707040813
+      },
+      "false": {
+        "mean": 0.14815680498071016,
+        "std": 0.2365721570354358
+      }
+    },
+    {
+      "step": 32000,
+      "true": {
+        "mean": 0.987649961322546,
+        "std": 0.04845917913107358
+      },
+      "false": {
+        "mean": 0.1407842566408217,
+        "std": 0.22992555255144598
+      }
+    },
+    {
+      "step": 33000,
+      "true": {
+        "mean": 0.982698998183012,
+        "std": 0.05794402617154774
+      },
+      "false": {
+        "mean": 0.1246865782821551,
+        "std": 0.2125898759124982
+      }
+    },
+    {
+      "step": 34000,
+      "true": {
+        "mean": 0.9737390133142472,
+        "std": 0.0711609316723451
+      },
+      "false": {
+        "mean": 0.12242293907701969,
+        "std": 0.20784168331256117
+      }
+    },
+    {
+      "step": 35000,
+      "true": {
+        "mean": 0.9832464695572853,
+        "std": 0.050065717020189984
+      },
+      "false": {
+        "mean": 0.12681095776986331,
+        "std": 0.2060022203533307
+      }
+    },
+    {
+      "step": 36000,
+      "true": {
+        "mean": 0.9683063687384128,
+        "std": 0.10455603506985839
+      },
+      "false": {
+        "mean": 0.1155012316564098,
+        "std": 0.19519039009365308
+      }
+    },
+    {
+      "step": 37000,
+      "true": {
+        "mean": 0.9845866438150406,
+        "std": 0.046315021217391894
+      },
+      "false": {
+        "mean": 0.12018445403594524,
+        "std": 0.19808905235437388
+      }
+    },
+    {
+      "step": 38000,
+      "true": {
+        "mean": 0.9781108000278473,
+        "std": 0.05991103588869341
+      },
+      "false": {
+        "mean": 0.11690552572533489,
+        "std": 0.19345584345525246
+      }
+    },
+    {
+      "step": 39000,
+      "true": {
+        "mean": 0.9875694680511952,
+        "std": 0.04473742309614433
+      },
+      "false": {
+        "mean": 0.11890885312762112,
+        "std": 0.1994606776178
+      }
+    },
+    {
+      "step": 40000,
+      "true": {
+        "mean": 0.9798987219631672,
+        "std": 0.05475485388711319
+      },
+      "false": {
+        "mean": 0.1311983130685985,
+        "std": 0.21735471738401665
+      }
+    },
+    {
+      "step": 41000,
+      "true": {
+        "mean": 0.9878592678904533,
+        "std": 0.031586055413153145
+      },
+      "false": {
+        "mean": 0.11800021674484014,
+        "std": 0.19828852691845647
+      }
+    },
+    {
+      "step": 42000,
+      "true": {
+        "mean": 0.9756701150536538,
+        "std": 0.057259356284942706
+      },
+      "false": {
+        "mean": 0.10646278273034841,
+        "std": 0.1760814162998282
+      }
+    },
+    {
+      "step": 43000,
+      "true": {
+        "mean": 0.9813752957284451,
+        "std": 0.05852214806951047
+      },
+      "false": {
+        "mean": 0.11718045702204108,
+        "std": 0.19857330051111316
+      }
+    },
+    {
+      "step": 44000,
+      "true": {
+        "mean": 0.9810978268831968,
+        "std": 0.06378362902892161
+      },
+      "false": {
+        "mean": 0.11348338506743312,
+        "std": 0.19089316976277457
+      }
+    },
+    {
+      "step": 45000,
+      "true": {
+        "mean": 0.9791566827595234,
+        "std": 0.054583680999080404
+      },
+      "false": {
+        "mean": 0.11714900443330407,
+        "std": 0.19407466667447446
+      }
+    },
+    {
+      "step": 46000,
+      "true": {
+        "mean": 0.9793336662501096,
+        "std": 0.07772243618768311
+      },
+      "false": {
+        "mean": 0.11909826072398573,
+        "std": 0.19219464591955907
+      }
+    },
+    {
+      "step": 47000,
+      "true": {
+        "mean": 0.9827005145847797,
+        "std": 0.06344908862232809
+      },
+      "false": {
+        "mean": 0.11245749855972827,
+        "std": 0.18353973323618344
+      }
+    },
+    {
+      "step": 48000,
+      "true": {
+        "mean": 0.9856990725398064,
+        "std": 0.050781567181255954
+      },
+      "false": {
+        "mean": 0.1163716641338542,
+        "std": 0.1866463851606381
+      }
+    },
+    {
+      "step": 49000,
+      "true": {
+        "mean": 0.9827519660890103,
+        "std": 0.055432137436473745
+      },
+      "false": {
+        "mean": 0.11435797967761754,
+        "std": 0.19018061968143696
+      }
+    },
+    {
+      "step": 50000,
+      "true": {
+        "mean": 0.9864827345609665,
+        "std": 0.04578366549704195
+      },
+      "false": {
+        "mean": 0.1237754630241543,
+        "std": 0.2019786248648608
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed1/analysis/prob_data_step50000.json b/phase0_original/L1_rho08_seed1/analysis/prob_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a53e1235605bc0a8b5b4b1db472adc09ea7ecba
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/prob_data_step50000.json
@@ -0,0 +1,15 @@
+{
+  "step": 50000,
+  "seed": 1,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "true": {
+    "mean": 0.9864827345609665,
+    "std": 0.04578366549704195
+  },
+  "false": {
+    "mean": 0.1237754630241543,
+    "std": 0.2019786248648608
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed1/analysis/probe_auc_step50000.png b/phase0_original/L1_rho08_seed1/analysis/probe_auc_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..f344a2e62d39bef2589b348bcd729d3fdebc34d9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/probe_auc_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0faf6ead9a7b31d597eb3ff366b5fda290d28e6fa9d1b364f5533da1c57ea2ea
+size 29919
diff --git a/phase0_original/L1_rho08_seed1/analysis/probe_data_step50000.json b/phase0_original/L1_rho08_seed1/analysis/probe_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d1f578c2145b985479dae67f5baf10c1bcde00a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/analysis/probe_data_step50000.json
@@ -0,0 +1,37 @@
+{
+  "step": 50000,
+  "seed": 1,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "pos0": {
+    "L0": {
+      "mean": 0.514567493617181,
+      "std": 0.0135801432527698
+    },
+    "L1": {
+      "mean": 0.5064091536095058,
+      "std": 0.014386465464867161
+    }
+  },
+  "pos1": {
+    "L0": {
+      "mean": 0.4984256991858295,
+      "std": 0.02069508444454873
+    },
+    "L1": {
+      "mean": 0.5310013833953805,
+      "std": 0.010082523198145784
+    }
+  },
+  "pos2": {
+    "L0": {
+      "mean": 0.5134738591809221,
+      "std": 0.03193462410663025
+    },
+    "L1": {
+      "mean": 0.9856336316675428,
+      "std": 0.004238085156860044
+    }
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step0.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f998f7915f330123963c5856ec04cfbaf7de4ae
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:637df8459eeade85312ddaa242f8ee43b6383f71e8ff410ce1e17c9eda3b0cc5
+size 3159031
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step1000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step1000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b955bfefc69cfff6c17fb39050e723b273f2fec6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step1000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31031aab620bf3d65aa94b030b54edef61ad0f2173e06aa19a2455fab37834c9
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step10000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..60a9122251eb7571f97dd020d968317fc7cd5554
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce7d66ce1949acb5b80a502f8ee3021da52c260ee353d025c91d29771c97722c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step11000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step11000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2c8559aac9691fb597b28319fdfcbc881bd89eb9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step11000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c37d046ff2a3cd77926068f0721df64886123684df445b611d69b939bb86b264
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step12000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step12000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..092fcb4216e40e1887121e5ec090704343a340e2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step12000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0b82619eb6bf0efd3adea4535309e181cb8cc19c930a758ae43b81ae78753f
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step13000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step13000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a06d92cee3b01995c780634b187f91543c538856
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step13000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c35eac3db36dd13b5ea39e968997ef53ef7838e8f41d4057a88f48883f48d8ca
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step14000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step14000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9adb6712357756b18f4ba9b0e7002985b8cbddc9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step14000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a23e7fa76d17995ab720a7925166dc266be78974434ec313d88f559e19ffd981
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step15000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4c60270a7bbb6bc5653469dbe69fe1c555976c00
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ede9fc2a7610f6b42d2cb1d7426a521b77b56f55891ac5e652eecc09ea3eaa07
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step16000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step16000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..05f20fb804ed8fb3054b7f6352850b000f0b20d0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step16000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44fa0cb7cafc18e90a2baa99ad312d516779e9dc4b04f8b979e02667f5f94d1f
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step17000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step17000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c1b2c904b1cf1a42dbaad66be57f196876758e9e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step17000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b631ad4b77cf5d79d204d41b9845ce253996bbc42e7b5dbee0427ed11731543
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step18000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step18000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..343d8374032fc80e3251f8b2491e2f9bd22f8f2a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step18000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be9f8993fa7d7da6e5323cafd7a5d192ec8b5ed912087f5bbf499b868fc62ccd
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step19000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step19000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45c5ff1ce9ad829f5ea8dae9ebb824035f41e5d1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step19000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feb5173c55c68ea8c3934f59f5dafbd59b5120b11213b47195e5b2d7316cb7a5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step200.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step200.pt
new file mode 100644
index 0000000000000000000000000000000000000000..07e01f5ad9fdfa44ec985050709424f2422687da
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step200.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81d76cb2bae466ed08b6131c0a4b17e566544965c84d692eb9f6cedccf5ad42e
+size 3159059
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step2000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step2000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8dd33015e573b79c1c8e2c5fc2acc2e3e0dfeec5
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step2000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1299455a505536f1d937baa0486068e7af905e90c8d0d62cbf24a72efbfd2fd2
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step20000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8ba68d11fba39ed65eed540a9ccde0caa6061778
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:311bb8b718339bb952d2bb270c59d2b0d828ef730ef915a0285406d10ed8a052
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step21000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step21000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8f7c2f09c18473baf044666b08008ff8a783e3
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step21000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:102115874c634d539bb719489ea1f33bc9cb6856ec5173f5a52f416590308d2b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step22000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step22000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..caaca74443d23f1412d05b7cb6c417ee95244cd2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step22000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77f7420e891f427d02482dfad490e425b50bcdbcd8ec1d78e826bc798ce3d4a6
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step23000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step23000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e6d0cbce069b11ab7bd4f9fc67a09c0e2368771d
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step23000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7f7a77f3c3c0021f7a11325b2f845498e577541aff22f98da3218e2f8f2e010
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step24000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step24000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5fc3675583d86db64db70320c8ccdfbe8c28f2ad
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step24000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd7ac8085d9a573150883632bca6468a1f77d98750e387e83ef5e29287e0e1b0
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step25000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f4c5cdf0082f9e416a3e5a3d9044bd1d4b371e7c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3df952faf6dba164f1131e2a8b88ef791af804b65cecae39f88a83c11c1df78
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step26000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step26000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3190213ba76b16471080bf75b89102eaa1c0887e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step26000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a0030ea1aab0688cc9d37f414cdb102201457198def48f91ca5c8742504ecaa
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step27000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step27000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d00e58bc1c875b56ccce89ec049def75282daf6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step27000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5a80aeec60895ca5cd06e87eba2fceb97250b224bb0b66af912bb95a083a2d5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step28000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step28000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fc382443aaa9e785a23b56c8cb34792512ca64df
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step28000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36b47f0a8676efa53bd4addfe8511868a9b78900dca45bc8a5201855e74a29f5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step29000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step29000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e7867a79e4031d66049ab29167eb544df887c553
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step29000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8dd4771bb8c6a71b39ea87cff1c32661328c9e49f474fb9c1687e83d13d17d0
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step3000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step3000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb012b6cf5f9e9b0469e17c77439220c33a1358
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step3000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fa063cca8c8cc6ac03dd62f9e80a55b1fb80592d93db96cb28228a4ed540932
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step30000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6c985786274ef6e74bfc91218d47a89c85d2ef67
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dd93518c74f6728b3595ac211ad7843629e80ef8db56b8bbe9921b9bfb738c8
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step31000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step31000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5b6d6458bddaad751632a283b34fbc95857c943d
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step31000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee60d2d46bf632e44cea0940f8b80315f0f740e3cfd8c4c11ca3a6072b00d221
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step32000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step32000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6697a5ca4805fb4be0f4b4e4ec602d2e546589d1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step32000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3db4108a0c855fb9aa3d200f4654c1673626376abc5bebe1af2c0782de8af130
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step33000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step33000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b8ea249b51804925d8878c668a78981f92ed8674
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step33000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d273f2960cd9dda82f4592769435cd8bff950f31e95c9e891ab1a2eada5166f
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step34000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step34000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..15c7f16fb1adb73f7ce6ca4094caa8b6195edff6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step34000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61d8bfc1b591ca15d358cfae1c137886c5c91d0d40cc45e3978bcbc655975072
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step35000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..262a2f4aaedff88280c29068a8c9b7b526a02c04
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d196794d047e297fa371dafd0b42baf791b2a4c398b16d6b36e110c398b0819
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step36000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step36000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c48d4ef9583823608279e72381254bf80d50cb1a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step36000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a65eba2e56a0e21d6f485d225e5b90d6b5ddd7061cd261485e2133365e04c775
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step37000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step37000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..57fd38c7a195829de11de974bbe8d00cbc3f6714
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step37000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c18be4660aec8a9cbd2b91c66c8ca32fde963c828d723b24cdac3648cbbbdfcd
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step38000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step38000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..14c1a39b78717e7890e0f99ab063f7b4521b7601
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step38000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8330d5045263b3c7a7f590de2846bd429ed79c9fa4fb677b182f3990ec7beb16
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step39000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step39000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d03492aed389e82d0f26ddc126927b3902926e21
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step39000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49a022e64540054a05a0e721c7de38624fc78cfb944c9a3fb2ea4c896f67cbfc
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step400.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step400.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4f3e6ac7d2fa70ededcdc4ccf7ecab36c1150038
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step400.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d81810379e7b38807261c1d00f2ca7c61cddda7ca87b00255d91eb3181fe8b6
+size 3159059
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step4000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step4000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb29415c4392ed8329e7ba887c78be79f06e9cc
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step4000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb8faf4815312e9d976e82c52dc59ab0565afed7042fbefb608a69c35fed55bb
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step40000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5d5acb8345ec8012ff5fd9227c8a41ec847158bb
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cef3c643a916b0ae0b94565a39c153bda1ded465d9156d5f874f3be11ef773b5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step41000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step41000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7716ea51d2d11202d35d074565d66abce6bb82da
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step41000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aeea639871defe55b48a95d46d9ef890c29b71bf22e3af4f4a2c05a0a3c8e872
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step42000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step42000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..acbf5ca8a840326d1430489e852aa61316104ea7
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step42000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6c14ead0fc62a1f6990cc32481d1282f4c73589f9920fcabfadbe9b907da110
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step43000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step43000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ecbcde25e4fb01487c42d72dbc249b09e2a4d2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step43000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e595a641142552c32454d330e0d984e1666487f4f5b7b0a0c55b71c8698b1b0
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step44000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step44000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fa0b514ca7a456ca09212a7062e9432f2f8b69ab
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step44000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05679d3abc5c3d4a7b4d849dc1c2a295b6b29f1535a7aa6ee1895ab8ea04e93b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step45000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eacba61df7f824f0aa6061eb5dfa31c9233f85ef
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:268f6697f56cb7e642bf7c2d0c655d48bda02eeba5c5b2e67a48730d46f5e053
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step46000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step46000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a66ff5959fba6e8d3a92fee0ea678acf877061b4
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step46000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0783828d01a2e2ca51fff14c2bbd9e683c300eb7c420f0865f663e30de9fc48
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step47000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step47000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d666157edba989b6453bf21185a442f4856d902b
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step47000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75f046b262b73cf5f5fcb3139d644cc5c6c84071bf954fe4849ae71af09d12eb
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step48000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step48000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9bb96c5bdb759e9f9eeb0d207732b3166c666fa8
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step48000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29ae9981ea3dface09cd10ceec5b71715ed9ae7bbc458d3f4583f5d003714c29
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step49000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step49000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7b4ca3144d9f1dea981c311f61c620c431ad6887
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step49000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72db692cb062f2a1d686bffcb3f62fb5ec5132371af9d4d6fd16ffc96cb8cf3b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step5000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6d154726ec2e3d65ccfa5670859f23d8fa881416
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71853220dbc92b074900df9d4ec9db61c24769c9cde2efb10d0ce902991b799d
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step50000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dde2ccbb250725ac74db93ead719503eb28be9ba
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1891f799f51552763328d4392e63e01367053bcac22f7f7ed188ab89365277fa
+size 3159087
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step600.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..26f85a4031c4a3dc251c7a131226eb0efa422d85
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e79988db63ede43dacf4d8a1fab279b949e1e9b53366f955b31e2f873eaeade9
+size 3159059
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step6000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step6000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d737f298b4eccb15a44c4ee45779ea7ea4d5118f
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step6000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2b1409d9fd443aa01bc1afd75a73ebd96d5fe0cdc7edb9f5e8641bbb1dde2e8
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step7000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step7000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97cc999ca1c9f29a56260a6f228f0cac9271c9e1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step7000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7932fbcb1db542a96909f24dc6feb9c56b597f6d894f61812e1ebad6e39cfe16
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step800.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f960f69da2c1dfbf8222425c859afbcc52e3e12c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5da765a28a7535337dfd7cd75dc9a62aa41099ec14eefbfe86d0d13fc98e95b
+size 3159059
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step8000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step8000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b2747065da9873e41425c1b8557425a1da63cff2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step8000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea2ccb49f222d323ce5733523d6d9a8596657ecb12167ea4677bc7e015f906e1
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step9000.pt b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step9000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8396ebc746ce2d87f63aadf3063d07d8613ff258
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/checkpoints/ckpt_step9000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26b865731b39bac0779c1ee2ecb144c2cb892b1b1d47afe5ad15b9abf55adb81
+size 3159073
diff --git a/phase0_original/L1_rho08_seed1/config.json b/phase0_original/L1_rho08_seed1/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..112b1babfd25d413f0197745f1c643558f6af5de
--- /dev/null
+++ b/phase0_original/L1_rho08_seed1/config.json
@@ -0,0 +1,36 @@
+{
+  "N": 512,
+  "M": 512,
+  "p_train": 0.8,
+  "p_eval": 0.5,
+  "use_bos": false,
+  "d_model": 256,
+  "num_heads": 1,
+  "num_layers": 1,
+  "first_layer_mlp": false,
+  "dropout": 0.0,
+  "use_rms": true,
+  "tie": false,
+  "normalize_embeddings": false,
+  "freeze_kv": false,
+  "batch_size": 128,
+  "lr": 0.001,
+  "weight_decay": 1e-05,
+  "num_steps": 50000,
+  "print_interval": 1000,
+  "save_interval": 1000,
+  "early_save_interval": 200,
+  "early_save_steps": 1000,
+  "num_eval_samples": 2000,
+  "num_eval_pairs": 50,
+  "seed": 1,
+  "num_workers": 23,
+  "device": "cuda",
+  "output_path": "phase0_original/L1_rho08_seed1",
+  "freeze_embeddings": false,
+  "one_hot": false,
+  "no_norm": false,
+  "independent_truth": false,
+  "vocab_size": 1025,
+  "seq_len": 3
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed2/analysis/attention_step50000.png b/phase0_original/L1_rho08_seed2/analysis/attention_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..f604d90623fa098e8d0aae23798b221d58581fac
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/attention_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6d1e54cf9b3d6a206beb9b20454e16451a10509327039a2d426d230f99e5649
+size 7325
diff --git a/phase0_original/L1_rho08_seed2/analysis/auc_curve.png b/phase0_original/L1_rho08_seed2/analysis/auc_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..4bed7e29480b1f22afceff27e52f9095ee43ecb1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/auc_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa63c9b01600425a41ab06ff2ac7494a00d92baf3ce2d5f524455d0fe39ef0f7
+size 34179
diff --git a/phase0_original/L1_rho08_seed2/analysis/auc_curve_data.json b/phase0_original/L1_rho08_seed2/analysis/auc_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..710b07205d4eeaa8ee23b6a2e1a4e415469ef185
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/auc_curve_data.json
@@ -0,0 +1,724 @@
+{
+  "token_idx": 2,
+  "num_layers": 1,
+  "seed": 2,
+  "N": 512,
+  "d_model": 256,
+  "checkpoints": [
+    {
+      "step": 0,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49656322963168664,
+          "std": 0.025719984806861933
+        },
+        "L1": {
+          "mean": 0.4975570499914982,
+          "std": 0.02767912625645617
+        }
+      }
+    },
+    {
+      "step": 200,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5223444188552473,
+          "std": 0.03719144191986084
+        },
+        "L1": {
+          "mean": 0.4930692085492737,
+          "std": 0.0482211675283073
+        }
+      }
+    },
+    {
+      "step": 400,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49964265239574246,
+          "std": 0.03568675082468362
+        },
+        "L1": {
+          "mean": 0.5009587225792301,
+          "std": 0.02977010859201885
+        }
+      }
+    },
+    {
+      "step": 600,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4866667461508046,
+          "std": 0.03523431397097316
+        },
+        "L1": {
+          "mean": 0.4795408835215296,
+          "std": 0.03856680446495008
+        }
+      }
+    },
+    {
+      "step": 800,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47812010254459913,
+          "std": 0.02852795813125974
+        },
+        "L1": {
+          "mean": 0.47251873561865326,
+          "std": 0.04121224418175201
+        }
+      }
+    },
+    {
+      "step": 1000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48094396066440687,
+          "std": 0.01965726603059269
+        },
+        "L1": {
+          "mean": 0.48880771579691906,
+          "std": 0.03187708142590987
+        }
+      }
+    },
+    {
+      "step": 2000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4842717502306549,
+          "std": 0.021195514541654463
+        },
+        "L1": {
+          "mean": 0.8763672599805414,
+          "std": 0.017100743533235475
+        }
+      }
+    },
+    {
+      "step": 3000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49261448382095346,
+          "std": 0.02138141132483142
+        },
+        "L1": {
+          "mean": 0.9373209821019831,
+          "std": 0.013914904986156032
+        }
+      }
+    },
+    {
+      "step": 4000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4939746606580683,
+          "std": 0.024503717698544362
+        },
+        "L1": {
+          "mean": 0.9562079123943942,
+          "std": 0.008903185290292402
+        }
+      }
+    },
+    {
+      "step": 5000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4867754925249696,
+          "std": 0.02444934187810977
+        },
+        "L1": {
+          "mean": 0.9471442375509227,
+          "std": 0.010239318709116232
+        }
+      }
+    },
+    {
+      "step": 6000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47655216423233915,
+          "std": 0.029003056110255294
+        },
+        "L1": {
+          "mean": 0.9610533378810334,
+          "std": 0.013408211255242903
+        }
+      }
+    },
+    {
+      "step": 7000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4718156420758842,
+          "std": 0.016810357202181072
+        },
+        "L1": {
+          "mean": 0.9551392592279576,
+          "std": 0.007238510147945427
+        }
+      }
+    },
+    {
+      "step": 8000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48003738873478363,
+          "std": 0.02547385963255508
+        },
+        "L1": {
+          "mean": 0.9611553592934564,
+          "std": 0.0073972298674633745
+        }
+      }
+    },
+    {
+      "step": 9000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.489479935285826,
+          "std": 0.022710735601541503
+        },
+        "L1": {
+          "mean": 0.973830712872104,
+          "std": 0.009750969863220067
+        }
+      }
+    },
+    {
+      "step": 10000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4915500785283159,
+          "std": 0.028122847293558788
+        },
+        "L1": {
+          "mean": 0.9688254065513041,
+          "std": 0.011585349580998185
+        }
+      }
+    },
+    {
+      "step": 11000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4938920695959087,
+          "std": 0.026383865020033044
+        },
+        "L1": {
+          "mean": 0.9636731551882516,
+          "std": 0.008387934076520078
+        }
+      }
+    },
+    {
+      "step": 12000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4903438393253306,
+          "std": 0.030932308925993024
+        },
+        "L1": {
+          "mean": 0.9699590686873748,
+          "std": 0.017763721749830996
+        }
+      }
+    },
+    {
+      "step": 13000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48785467985499675,
+          "std": 0.028555014514401077
+        },
+        "L1": {
+          "mean": 0.9687130169864645,
+          "std": 0.008632290440865309
+        }
+      }
+    },
+    {
+      "step": 14000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4932321198419574,
+          "std": 0.02385285372141122
+        },
+        "L1": {
+          "mean": 0.9766375976070243,
+          "std": 0.008675329259755584
+        }
+      }
+    },
+    {
+      "step": 15000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4915268409884607,
+          "std": 0.024655010449211787
+        },
+        "L1": {
+          "mean": 0.9689633558001788,
+          "std": 0.01123005195734914
+        }
+      }
+    },
+    {
+      "step": 16000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47874599083014646,
+          "std": 0.030892765823838833
+        },
+        "L1": {
+          "mean": 0.9774797914094752,
+          "std": 0.005325682442087361
+        }
+      }
+    },
+    {
+      "step": 17000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48863143305876094,
+          "std": 0.025116183198311118
+        },
+        "L1": {
+          "mean": 0.9730456591096367,
+          "std": 0.013949976739630145
+        }
+      }
+    },
+    {
+      "step": 18000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4942902167099804,
+          "std": 0.02029758870346029
+        },
+        "L1": {
+          "mean": 0.973338887161702,
+          "std": 0.007877905759921568
+        }
+      }
+    },
+    {
+      "step": 19000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48396442430846276,
+          "std": 0.02398207351952962
+        },
+        "L1": {
+          "mean": 0.980484532286155,
+          "std": 0.009923329031257744
+        }
+      }
+    },
+    {
+      "step": 20000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4945105910098409,
+          "std": 0.02476937843171913
+        },
+        "L1": {
+          "mean": 0.970458307551295,
+          "std": 0.014348709767599329
+        }
+      }
+    },
+    {
+      "step": 21000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.492082113151204,
+          "std": 0.025099964639764966
+        },
+        "L1": {
+          "mean": 0.9762041736215288,
+          "std": 0.006432446796819784
+        }
+      }
+    },
+    {
+      "step": 22000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4971563442930892,
+          "std": 0.03237876307718952
+        },
+        "L1": {
+          "mean": 0.975090284925481,
+          "std": 0.009804002436883695
+        }
+      }
+    },
+    {
+      "step": 23000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4965952064021958,
+          "std": 0.018018063612224005
+        },
+        "L1": {
+          "mean": 0.9805957044357179,
+          "std": 0.007118174719937143
+        }
+      }
+    },
+    {
+      "step": 24000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4943915298080609,
+          "std": 0.019424371480372914
+        },
+        "L1": {
+          "mean": 0.9792935419641033,
+          "std": 0.004993519667774028
+        }
+      }
+    },
+    {
+      "step": 25000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4933085795580883,
+          "std": 0.017148499081586176
+        },
+        "L1": {
+          "mean": 0.9792264211311096,
+          "std": 0.009574850937061046
+        }
+      }
+    },
+    {
+      "step": 26000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5083689241167954,
+          "std": 0.010864668446421442
+        },
+        "L1": {
+          "mean": 0.976386340198147,
+          "std": 0.008832247028851032
+        }
+      }
+    },
+    {
+      "step": 27000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5031126924094661,
+          "std": 0.022337017938183
+        },
+        "L1": {
+          "mean": 0.9791352991068599,
+          "std": 0.010223457790145175
+        }
+      }
+    },
+    {
+      "step": 28000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49336622869900565,
+          "std": 0.016447320224297002
+        },
+        "L1": {
+          "mean": 0.9804260309545441,
+          "std": 0.008011946107034415
+        }
+      }
+    },
+    {
+      "step": 29000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5064221805014342,
+          "std": 0.015597984248369919
+        },
+        "L1": {
+          "mean": 0.9692853088159982,
+          "std": 0.00717976356435876
+        }
+      }
+    },
+    {
+      "step": 30000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4943682479985593,
+          "std": 0.019701882924775312
+        },
+        "L1": {
+          "mean": 0.9823710480536949,
+          "std": 0.00844267462378379
+        }
+      }
+    },
+    {
+      "step": 31000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5075807050746095,
+          "std": 0.023429426234848068
+        },
+        "L1": {
+          "mean": 0.9822105363770728,
+          "std": 0.009810588091113577
+        }
+      }
+    },
+    {
+      "step": 32000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5081080732743138,
+          "std": 0.01666862811011548
+        },
+        "L1": {
+          "mean": 0.977440377338368,
+          "std": 0.004746537251212902
+        }
+      }
+    },
+    {
+      "step": 33000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5056614267503363,
+          "std": 0.020315046673890304
+        },
+        "L1": {
+          "mean": 0.9840073467490484,
+          "std": 0.00626381583508168
+        }
+      }
+    },
+    {
+      "step": 34000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5074067837196363,
+          "std": 0.01703084486261894
+        },
+        "L1": {
+          "mean": 0.9735174900317836,
+          "std": 0.010759164155385529
+        }
+      }
+    },
+    {
+      "step": 35000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5083485641039572,
+          "std": 0.01865826255873441
+        },
+        "L1": {
+          "mean": 0.9779523859830226,
+          "std": 0.00683817175104196
+        }
+      }
+    },
+    {
+      "step": 36000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5038661658159852,
+          "std": 0.024267514991886247
+        },
+        "L1": {
+          "mean": 0.9845586145210478,
+          "std": 0.007560216851168924
+        }
+      }
+    },
+    {
+      "step": 37000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49954582864226005,
+          "std": 0.018143003559921534
+        },
+        "L1": {
+          "mean": 0.9866966754501669,
+          "std": 0.011238800895927211
+        }
+      }
+    },
+    {
+      "step": 38000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49545597937034475,
+          "std": 0.021750912567242948
+        },
+        "L1": {
+          "mean": 0.9883395683105798,
+          "std": 0.0034575094778001502
+        }
+      }
+    },
+    {
+      "step": 39000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49500971919964504,
+          "std": 0.029490798254588037
+        },
+        "L1": {
+          "mean": 0.9824823419447858,
+          "std": 0.005493321934817284
+        }
+      }
+    },
+    {
+      "step": 40000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49282719947198383,
+          "std": 0.01991011710517273
+        },
+        "L1": {
+          "mean": 0.9855890710316538,
+          "std": 0.005768328700726071
+        }
+      }
+    },
+    {
+      "step": 41000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49433877045081587,
+          "std": 0.02069279250954965
+        },
+        "L1": {
+          "mean": 0.9830739645178784,
+          "std": 0.007508928002079098
+        }
+      }
+    },
+    {
+      "step": 42000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49394870053495843,
+          "std": 0.0157843743513819
+        },
+        "L1": {
+          "mean": 0.9825849941996703,
+          "std": 0.009319918998867069
+        }
+      }
+    },
+    {
+      "step": 43000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5059773812290663,
+          "std": 0.03301413313872323
+        },
+        "L1": {
+          "mean": 0.9815802965865084,
+          "std": 0.008681458393512554
+        }
+      }
+    },
+    {
+      "step": 44000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4899743487582867,
+          "std": 0.026645413770952215
+        },
+        "L1": {
+          "mean": 0.9834067726522248,
+          "std": 0.010024051885702545
+        }
+      }
+    },
+    {
+      "step": 45000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5035720081013453,
+          "std": 0.029372427954906813
+        },
+        "L1": {
+          "mean": 0.9757668780542283,
+          "std": 0.015492834582504222
+        }
+      }
+    },
+    {
+      "step": 46000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5112165067425689,
+          "std": 0.02639007216321465
+        },
+        "L1": {
+          "mean": 0.9877280173537015,
+          "std": 0.007867399935280133
+        }
+      }
+    },
+    {
+      "step": 47000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5013719394833933,
+          "std": 0.024442324246483436
+        },
+        "L1": {
+          "mean": 0.9824611408086656,
+          "std": 0.006712730300319997
+        }
+      }
+    },
+    {
+      "step": 48000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49730875663667395,
+          "std": 0.023523231226951376
+        },
+        "L1": {
+          "mean": 0.9823830873852636,
+          "std": 0.007326626775859856
+        }
+      }
+    },
+    {
+      "step": 49000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.503054334954206,
+          "std": 0.023535996449643094
+        },
+        "L1": {
+          "mean": 0.9829321416749421,
+          "std": 0.007008440423478931
+        }
+      }
+    },
+    {
+      "step": 50000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49349808181634336,
+          "std": 0.02343579768079595
+        },
+        "L1": {
+          "mean": 0.9874875154566464,
+          "std": 0.008387550432738032
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed2/analysis/ov_heatmap_step50000.png b/phase0_original/L1_rho08_seed2/analysis/ov_heatmap_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..ecc9906b949818fe278d555e3d89432ad0639056
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/ov_heatmap_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b7d2b958809af6dc7ec1a95366c4f680a3856a5d74b3e40db56d9fe0a545a00
+size 594321
diff --git a/phase0_original/L1_rho08_seed2/analysis/pca_step50000.png b/phase0_original/L1_rho08_seed2/analysis/pca_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..927ed6ea5ca8f2ddb5ff1bbb21ea7eab71581a10
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/pca_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f58f1b581444ad4852d7f2216de911368d2123c8532c744b771a48c77bcde0b8
+size 151741
diff --git a/phase0_original/L1_rho08_seed2/analysis/prob_curve.png b/phase0_original/L1_rho08_seed2/analysis/prob_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7df5a8006d865ff75983a36cdd793bb655b021d
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/prob_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6352eb3c341674b1f14de73347411db2806f3b3e1633b05dc80af0f15c5edf5b
+size 58710
diff --git a/phase0_original/L1_rho08_seed2/analysis/prob_curve_data.json b/phase0_original/L1_rho08_seed2/analysis/prob_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ce371fb2448e88ece310011d2f4c23b10a4b424
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/prob_curve_data.json
@@ -0,0 +1,615 @@
+{
+  "metric": "P(f(x') | x, y, x')",
+  "num_samples": 1000,
+  "seed": 2,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "checkpoints": [
+    {
+      "step": 0,
+      "true": {
+        "mean": 0.0009604759337380528,
+        "std": 0.00031106956990040624
+      },
+      "false": {
+        "mean": 0.000977696122630732,
+        "std": 0.0003072286817064161
+      }
+    },
+    {
+      "step": 200,
+      "true": {
+        "mean": 0.7578653589487075,
+        "std": 0.11379586326731173
+      },
+      "false": {
+        "mean": 0.7528593218028545,
+        "std": 0.11504490375785038
+      }
+    },
+    {
+      "step": 400,
+      "true": {
+        "mean": 0.7966549276709557,
+        "std": 0.10277322681989892
+      },
+      "false": {
+        "mean": 0.8032902086079121,
+        "std": 0.10104512987466321
+      }
+    },
+    {
+      "step": 600,
+      "true": {
+        "mean": 0.7855030415654183,
+        "std": 0.10042498465305918
+      },
+      "false": {
+        "mean": 0.7890353282094001,
+        "std": 0.09959729518533146
+      }
+    },
+    {
+      "step": 800,
+      "true": {
+        "mean": 0.7997730609476567,
+        "std": 0.0991948228996054
+      },
+      "false": {
+        "mean": 0.7979362217485905,
+        "std": 0.09581696726997582
+      }
+    },
+    {
+      "step": 1000,
+      "true": {
+        "mean": 0.7674895759522915,
+        "std": 0.10694935519483598
+      },
+      "false": {
+        "mean": 0.7677768519818783,
+        "std": 0.10608016437065879
+      }
+    },
+    {
+      "step": 2000,
+      "true": {
+        "mean": 0.8855319463908672,
+        "std": 0.10861857089474068
+      },
+      "false": {
+        "mean": 0.374447459384799,
+        "std": 0.3160773504343501
+      }
+    },
+    {
+      "step": 3000,
+      "true": {
+        "mean": 0.9304246567189693,
+        "std": 0.0822552972661575
+      },
+      "false": {
+        "mean": 0.265244696918875,
+        "std": 0.2853939980704344
+      }
+    },
+    {
+      "step": 4000,
+      "true": {
+        "mean": 0.942352949924767,
+        "std": 0.09717679389642049
+      },
+      "false": {
+        "mean": 0.20904161406494676,
+        "std": 0.26486160984883683
+      }
+    },
+    {
+      "step": 5000,
+      "true": {
+        "mean": 0.962451581209898,
+        "std": 0.06904203173942472
+      },
+      "false": {
+        "mean": 0.21492803899757565,
+        "std": 0.2787497208675275
+      }
+    },
+    {
+      "step": 6000,
+      "true": {
+        "mean": 0.9658965025246143,
+        "std": 0.06485077130055382
+      },
+      "false": {
+        "mean": 0.2168610741784796,
+        "std": 0.26972460689404054
+      }
+    },
+    {
+      "step": 7000,
+      "true": {
+        "mean": 0.9600966890752316,
+        "std": 0.0893222128209965
+      },
+      "false": {
+        "mean": 0.1882482210956514,
+        "std": 0.26562731707686044
+      }
+    },
+    {
+      "step": 8000,
+      "true": {
+        "mean": 0.9633559735715389,
+        "std": 0.07625447584766118
+      },
+      "false": {
+        "mean": 0.17429563320800662,
+        "std": 0.2586647566309602
+      }
+    },
+    {
+      "step": 9000,
+      "true": {
+        "mean": 0.9738553612232208,
+        "std": 0.06086575898942373
+      },
+      "false": {
+        "mean": 0.16564073719922454,
+        "std": 0.24235224078483997
+      }
+    },
+    {
+      "step": 10000,
+      "true": {
+        "mean": 0.97809962490201,
+        "std": 0.06114070169547367
+      },
+      "false": {
+        "mean": 0.17594616362266244,
+        "std": 0.2563024798271108
+      }
+    },
+    {
+      "step": 11000,
+      "true": {
+        "mean": 0.9696388805508613,
+        "std": 0.07136117294351661
+      },
+      "false": {
+        "mean": 0.177502494356595,
+        "std": 0.2592510618411908
+      }
+    },
+    {
+      "step": 12000,
+      "true": {
+        "mean": 0.9720948040485382,
+        "std": 0.06764288166134103
+      },
+      "false": {
+        "mean": 0.1684022378306836,
+        "std": 0.2544146270837316
+      }
+    },
+    {
+      "step": 13000,
+      "true": {
+        "mean": 0.9603402328193188,
+        "std": 0.1150587604892182
+      },
+      "false": {
+        "mean": 0.14152719353977591,
+        "std": 0.22055866564568605
+      }
+    },
+    {
+      "step": 14000,
+      "true": {
+        "mean": 0.9775798301100731,
+        "std": 0.049119515054144455
+      },
+      "false": {
+        "mean": 0.14041049639042466,
+        "std": 0.22357437132754052
+      }
+    },
+    {
+      "step": 15000,
+      "true": {
+        "mean": 0.972420237571001,
+        "std": 0.06699124343536056
+      },
+      "false": {
+        "mean": 0.1507051116740331,
+        "std": 0.23168387429739176
+      }
+    },
+    {
+      "step": 16000,
+      "true": {
+        "mean": 0.9701192898005248,
+        "std": 0.08832243044957398
+      },
+      "false": {
+        "mean": 0.14405501234158874,
+        "std": 0.22691562450157085
+      }
+    },
+    {
+      "step": 17000,
+      "true": {
+        "mean": 0.9803612584471703,
+        "std": 0.06449717521344038
+      },
+      "false": {
+        "mean": 0.15602732539642603,
+        "std": 0.24550600327419517
+      }
+    },
+    {
+      "step": 18000,
+      "true": {
+        "mean": 0.9778590090870857,
+        "std": 0.05878354836542967
+      },
+      "false": {
+        "mean": 0.16046897310297936,
+        "std": 0.24014131317636803
+      }
+    },
+    {
+      "step": 19000,
+      "true": {
+        "mean": 0.9768963954150677,
+        "std": 0.0726870320623025
+      },
+      "false": {
+        "mean": 0.14477264035493134,
+        "std": 0.2324030997182955
+      }
+    },
+    {
+      "step": 20000,
+      "true": {
+        "mean": 0.9731021533459425,
+        "std": 0.08216880967366656
+      },
+      "false": {
+        "mean": 0.14194344510231166,
+        "std": 0.2282967759444894
+      }
+    },
+    {
+      "step": 21000,
+      "true": {
+        "mean": 0.975762549623847,
+        "std": 0.06923905027646268
+      },
+      "false": {
+        "mean": 0.13184271269850434,
+        "std": 0.20991783050116972
+      }
+    },
+    {
+      "step": 22000,
+      "true": {
+        "mean": 0.9741499839425087,
+        "std": 0.0701775698966072
+      },
+      "false": {
+        "mean": 0.12888484576158227,
+        "std": 0.2050704801518695
+      }
+    },
+    {
+      "step": 23000,
+      "true": {
+        "mean": 0.9869675658270717,
+        "std": 0.05271256287527245
+      },
+      "false": {
+        "mean": 0.15566975921113044,
+        "std": 0.24104405001570434
+      }
+    },
+    {
+      "step": 24000,
+      "true": {
+        "mean": 0.9765601139962673,
+        "std": 0.06305223573074428
+      },
+      "false": {
+        "mean": 0.1351225161170587,
+        "std": 0.2190339627477716
+      }
+    },
+    {
+      "step": 25000,
+      "true": {
+        "mean": 0.9830347712635994,
+        "std": 0.06352384846177268
+      },
+      "false": {
+        "mean": 0.14375065907929094,
+        "std": 0.22195503784312545
+      }
+    },
+    {
+      "step": 26000,
+      "true": {
+        "mean": 0.9678746000230313,
+        "std": 0.08378252128698503
+      },
+      "false": {
+        "mean": 0.12759237805381418,
+        "std": 0.19998132905904611
+      }
+    },
+    {
+      "step": 27000,
+      "true": {
+        "mean": 0.9799546786546707,
+        "std": 0.058346796287452096
+      },
+      "false": {
+        "mean": 0.13425181070622055,
+        "std": 0.21827466778922805
+      }
+    },
+    {
+      "step": 28000,
+      "true": {
+        "mean": 0.9839901465475559,
+        "std": 0.050732426453168146
+      },
+      "false": {
+        "mean": 0.13594022839795797,
+        "std": 0.2160478251963433
+      }
+    },
+    {
+      "step": 29000,
+      "true": {
+        "mean": 0.964554579615593,
+        "std": 0.11563676949261659
+      },
+      "false": {
+        "mean": 0.14356434925366193,
+        "std": 0.2265225726225485
+      }
+    },
+    {
+      "step": 30000,
+      "true": {
+        "mean": 0.9751305726766586,
+        "std": 0.08599921618949877
+      },
+      "false": {
+        "mean": 0.123515718402341,
+        "std": 0.1985080713955635
+      }
+    },
+    {
+      "step": 31000,
+      "true": {
+        "mean": 0.9778190021216869,
+        "std": 0.06520042680414215
+      },
+      "false": {
+        "mean": 0.12866354334820063,
+        "std": 0.2100839705481768
+      }
+    },
+    {
+      "step": 32000,
+      "true": {
+        "mean": 0.9780873328447341,
+        "std": 0.05011453042241841
+      },
+      "false": {
+        "mean": 0.14862253547366708,
+        "std": 0.23856004897418767
+      }
+    },
+    {
+      "step": 33000,
+      "true": {
+        "mean": 0.9844294863939286,
+        "std": 0.04616103139944086
+      },
+      "false": {
+        "mean": 0.1231915546329692,
+        "std": 0.2087870311479008
+      }
+    },
+    {
+      "step": 34000,
+      "true": {
+        "mean": 0.9839129073023796,
+        "std": 0.04671899254282456
+      },
+      "false": {
+        "mean": 0.14208277306798844,
+        "std": 0.23369863191287443
+      }
+    },
+    {
+      "step": 35000,
+      "true": {
+        "mean": 0.9824777307808399,
+        "std": 0.06513695375817682
+      },
+      "false": {
+        "mean": 0.12629893451184035,
+        "std": 0.19925075070908765
+      }
+    },
+    {
+      "step": 36000,
+      "true": {
+        "mean": 0.9863525242209434,
+        "std": 0.04334918971248227
+      },
+      "false": {
+        "mean": 0.13776107658073306,
+        "std": 0.21899048338390495
+      }
+    },
+    {
+      "step": 37000,
+      "true": {
+        "mean": 0.9881019126772881,
+        "std": 0.030478611389912477
+      },
+      "false": {
+        "mean": 0.11945502925291658,
+        "std": 0.19095985284159786
+      }
+    },
+    {
+      "step": 38000,
+      "true": {
+        "mean": 0.9832994753941894,
+        "std": 0.05503443577490025
+      },
+      "false": {
+        "mean": 0.12644470239896327,
+        "std": 0.19510393552101152
+      }
+    },
+    {
+      "step": 39000,
+      "true": {
+        "mean": 0.9800166595578194,
+        "std": 0.06219901204494835
+      },
+      "false": {
+        "mean": 0.12270570802781731,
+        "std": 0.19675862054567594
+      }
+    },
+    {
+      "step": 40000,
+      "true": {
+        "mean": 0.9844115874730051,
+        "std": 0.053883118459321304
+      },
+      "false": {
+        "mean": 0.1144966299496591,
+        "std": 0.1838989592510891
+      }
+    },
+    {
+      "step": 41000,
+      "true": {
+        "mean": 0.9837742885649204,
+        "std": 0.06131721133576957
+      },
+      "false": {
+        "mean": 0.11206241742148995,
+        "std": 0.18205610545273096
+      }
+    },
+    {
+      "step": 42000,
+      "true": {
+        "mean": 0.9800028401315213,
+        "std": 0.061404594432609504
+      },
+      "false": {
+        "mean": 0.12196302231214941,
+        "std": 0.19584423339053939
+      }
+    },
+    {
+      "step": 43000,
+      "true": {
+        "mean": 0.9760107408761978,
+        "std": 0.07166979311102302
+      },
+      "false": {
+        "mean": 0.12540735807269812,
+        "std": 0.1976928739947228
+      }
+    },
+    {
+      "step": 44000,
+      "true": {
+        "mean": 0.9859372968971729,
+        "std": 0.05690606843168753
+      },
+      "false": {
+        "mean": 0.13842784607037903,
+        "std": 0.2077141606843071
+      }
+    },
+    {
+      "step": 45000,
+      "true": {
+        "mean": 0.9787384388744831,
+        "std": 0.08259584725434731
+      },
+      "false": {
+        "mean": 0.11970580080896616,
+        "std": 0.18505208668625325
+      }
+    },
+    {
+      "step": 46000,
+      "true": {
+        "mean": 0.9889413177967071,
+        "std": 0.03202952655502549
+      },
+      "false": {
+        "mean": 0.12872760823369025,
+        "std": 0.18826333723505675
+      }
+    },
+    {
+      "step": 47000,
+      "true": {
+        "mean": 0.9834410901367664,
+        "std": 0.06068287963962709
+      },
+      "false": {
+        "mean": 0.13512964947801084,
+        "std": 0.20848669913321657
+      }
+    },
+    {
+      "step": 48000,
+      "true": {
+        "mean": 0.9808536101579666,
+        "std": 0.05833667790274072
+      },
+      "false": {
+        "mean": 0.12458158259373159,
+        "std": 0.20073609254813027
+      }
+    },
+    {
+      "step": 49000,
+      "true": {
+        "mean": 0.9638275538049639,
+        "std": 0.09657694183968263
+      },
+      "false": {
+        "mean": 0.11301089306734502,
+        "std": 0.17670107900391432
+      }
+    },
+    {
+      "step": 50000,
+      "true": {
+        "mean": 0.979265492349863,
+        "std": 0.0670361756149216
+      },
+      "false": {
+        "mean": 0.12463181043416262,
+        "std": 0.1940421245732086
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed2/analysis/prob_data_step50000.json b/phase0_original/L1_rho08_seed2/analysis/prob_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..69989c59e150f5ec12483678bb3f45024f870460
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/prob_data_step50000.json
@@ -0,0 +1,15 @@
+{
+  "step": 50000,
+  "seed": 2,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "true": {
+    "mean": 0.979265492349863,
+    "std": 0.0670361756149216
+  },
+  "false": {
+    "mean": 0.12463181043416262,
+    "std": 0.1940421245732086
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed2/analysis/probe_auc_step50000.png b/phase0_original/L1_rho08_seed2/analysis/probe_auc_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..79402f5c4276132bbf013a78eb762fe61f223ee0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/probe_auc_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac1d6fa2265e2e95a463fec651b08cec30c65f6ae35edbbf0ba1e70271fb174a
+size 29428
diff --git a/phase0_original/L1_rho08_seed2/analysis/probe_data_step50000.json b/phase0_original/L1_rho08_seed2/analysis/probe_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..36e3a1863f420e7b06ca35072fe7cdc5bc169eca
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/analysis/probe_data_step50000.json
@@ -0,0 +1,37 @@
+{
+  "step": 50000,
+  "seed": 2,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "pos0": {
+    "L0": {
+      "mean": 0.5072291426588919,
+      "std": 0.02643114481262501
+    },
+    "L1": {
+      "mean": 0.503988633070704,
+      "std": 0.024298217299036584
+    }
+  },
+  "pos1": {
+    "L0": {
+      "mean": 0.5091938033496082,
+      "std": 0.032674874756813854
+    },
+    "L1": {
+      "mean": 0.5134482074525669,
+      "std": 0.02698073310306139
+    }
+  },
+  "pos2": {
+    "L0": {
+      "mean": 0.5080305234263536,
+      "std": 0.019477995592494312
+    },
+    "L1": {
+      "mean": 0.9847999893243623,
+      "std": 0.004629272160599614
+    }
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step0.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..68afb1017f645a50c70e6fdbc7dbc1167b7eeaa4
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e81f5b064337199c4d106c1dba979ed0af40f2c83fa45c1a465113afc980043c
+size 3159031
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step1000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step1000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ee5033aee8ae465c53369cb8d2f37afcb3a48c3c
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step1000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a8731e945162c6aa6b017a88116183558ddbb3e9695c62ffdc30347687b40d0
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step10000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2416e43f89c1f8169163b466a30abb9408f31e10
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16c6162a62347982bf4bf6c39b5b2a5b4dc08788fbfbf6da6fc8f507e7043091
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step11000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step11000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9eef55c8ce8e40df0b11df1091c2ef3c007efd1b
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step11000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e96c4d070f906aa4b9359b5e6a8a88120dbc29dea5adcd1f840059af3b3b3bb
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step12000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step12000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d841f2e9bed26d563bde8649a983c2d1975dbe0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step12000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:979b63d0d41b4b950df0c0e305ef9dbc352456897ade7b3ea6cac1ab9948d42a
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step13000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step13000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a71d0cc6d16cb2e3952484490acfed4e41aa5b52
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step13000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7079c5c5cc423eb502a044886d6a5056a209e6f4ba28a0ee111157fe5cbe8e71
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step14000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step14000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bfb8a3ab0314a4a0ac9e06873f5980c7cd1f9881
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step14000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42c9a8bbef947bb86906b5dfcdbebae0767391b5d5728d4fccaaf987cab24809
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step15000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c1412e69366488c525791522b30ee57d952c65b9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04a9cd43b167ac28d89b724506ce3d0d891e1af3eca03c4bc774b6865043cf52
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step16000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step16000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..99b572e95a4e6d47e340dbbcf8a2b94e2603f90a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step16000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da01751decd0a1c75ae48978d70434ccc5750dc2dc44e1414d1138a29ef6cb68
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step17000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step17000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4abd39305271a14278fba46dec762319ef6c2485
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step17000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff8d1bfe96169394dc3308686b068cec07948bfedbd08e9e0cc78260e4eccfa4
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step18000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step18000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..784f636772f559e7a8846a354d851fb5dee3e0fd
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step18000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bcc29a162ac265759c63847034c4793ad6483100bb7469c9272b90168f7ae3c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step19000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step19000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6bb465826db30c4a9bb1e6eb7ae2c572b65d76bf
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step19000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:146af13ce8be0774ee743bdbb4279542a1a5b3e52e5628272af0b397a658bb64
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step200.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step200.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d29bc4043d3ff4e84db4b47261784127d8a49bb2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step200.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a54076eae06dad6f607d7902de3911fd0eb21b36814aaa1011cd0de94c1beb5
+size 3159059
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step2000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step2000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1223ebdcc244e6e23281808d86947e45f0993f3d
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step2000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a0ad539588a6105cd9f8f3d7df672865d71c506e85ae8bad54e85b788592ff1
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step20000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..991136fd97706b0dbbd793fe807934b254393ac4
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28f68e8eacbbc65d98fbf1c0a0e8eb8ad7ffc7a76d3d7b9191808401beb90c96
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step21000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step21000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b6bd7c7ed6ddb2d3261da23dcdfe3284c4d4f5e8
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step21000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:605a48a3b8efa0e23dad00ec22ff96a95bb24f447246b32767e8d4865dc2a17c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step22000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step22000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2f793f975e2e5b451e6f071c95b4a038a43deb21
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step22000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8467537ea5cb2477c499064c93a37294cc46f42e4454fe88f4c7ada7124e6329
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step23000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step23000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..379dd5ab1103325ef654fe73a7b66ed83ef0bae8
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step23000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee1038c086fdd03ea54026c660fa22317b0822a3416e3c0a71e70cdb0c43806d
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step24000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step24000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cd5732e16f0c24d1f4d57ac4f4e4a2d7f9948580
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step24000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0859f7b74bae501a307662afb11b67ea3f490a9044c550fd18ad3a829f99a0de
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step25000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1dd4fe265831799783a5e4c4bff4b9bfea8830f2
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41ddac5116e97de87415f875e09691efc2932402eef6498667bb4d7fc508e5b5
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step26000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step26000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4a6f6ba58a00efef48dba52893a3a4c14c1801dd
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step26000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16895a25b60ac0d0936386c5d29c8b38cc2d77559fbcb7db4701e21937ade010
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step27000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step27000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a46f899e378b6d46c5e6926ecc55ab954eb9489a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step27000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b217beb2d9470750fbfd2d957f8cfc99789bea130a065048c2590ef373d19c44
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step28000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step28000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cbd8b3e07b6d1014d3ec23b4cbaa70d61470980f
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step28000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa8c9b74396f1a19d4b4793deadb309bf9e00b5f26d4bfb99a74aad77bc53b28
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step29000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step29000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a34d292f1552af5fbda02d10482813bb0f62902
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step29000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5614fbbb37a7916f9da2e955c4e909960261e36aa16467a5ca5fdc7acafb5d6
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step3000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step3000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d99dcacc47d556fd5b0b16a021def2bc450067f9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step3000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc4cc37b23bca421aaf3282abacce07e7ed9aae31c16c8b1ae90e05a30794de5
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step30000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..13c94f4a9097533d66c43ec308ad272ee947b3c4
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10bc8c6ca7ddd35c524bcf2a93cd389b0ee6fc64ddbf4a7a80f267f2d38501ab
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step31000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step31000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b760a411f8c3dcec550742c3e0745a9be854a9bc
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step31000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b62da028b077ea186a6b9f12e7c4e540e62c26d5a131b4fef47e3030e44cc3f7
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step32000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step32000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..72dd38d5c42db38bc486ce8ac98cc0f080213fe4
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step32000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d87daa886bc071ccc9aa332bb6acfba5dc0aff5431314facdd853f9ea86ea2e9
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step33000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step33000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..59d0d6b23b67ca0adfcd466a53e6bbb829ee24b0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step33000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a411286b98d8af3b2134d3af409a7149b7ffb4a19e3e801cfdf129fb6be6f71
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step34000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step34000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..44f5add5ed5e71bc559e1bb7a7e2b3fffe9be966
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step34000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5614945752606245b348fbe6b3b486722e836eb5e751985177e30719c0abd687
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step35000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..464f27f4278fd4ed005e4e76130015fa2a47fcf1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8915302433210473084d7d88c2e8b2ef59c0800f49fae875dc2faa8616d44c2
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step36000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step36000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e1694de31d8aef8150ee0cf1081304c6856958d9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step36000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf8c4b49e782d0c12d8cef14b00c82eda89b2940a421ce2800d037ce8e3140ef
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step37000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step37000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22f629a62bb679c8b7d6fdfde757a21304d509fc
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step37000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8baaa10f69997c0aac52d0ffe37e96e11d96ea78f8397e2dbbf1d48deaaba0bd
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step38000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step38000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..187028dc2e2b796a88f5881683f4c8391c5eea00
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step38000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cde2fcf273944a052794bfe6b9993992e996b8f6f03f63824ac1735914e2dda
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step39000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step39000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..90e996bb3d2db8ac5028c814272ecafdb1f731bc
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step39000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b679da60f9da03d706cf103a7c1957107e629f3495533872a549ed12e4aaa0d8
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step400.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step400.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a5a7350af87a3e3c4c3957321041b18813206c33
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step400.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcfb4b973d166938e1588435288e1160c84c976fea988e33532c59290f7bd3ae
+size 3159059
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step4000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step4000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..347125506e9c286244d12af26254870f411c89a9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step4000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35374ad7f2a7904f51937f0fb5c0d1f926082f3af1d0b3630dd70a9f255fb2cc
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step40000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..400b8fa797c7180813ddcbbb9324c938bfba304e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c3f945a90d636cae1153617c2010c3351796548b3478030d22fde487718b674
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step41000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step41000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a63348dea5108f48700a5a4f47795b7d02ad5ba1
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step41000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df20da33bb022233bad90acf6d680b84b8c3809c632732973b89776ebc21db8e
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step42000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step42000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5a024776a206f2e41c2a2a193314eefce47fcd87
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step42000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb579b47d2d09991debf16307828a4bbe0058db078fe8537797461adedcaa78d
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step43000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step43000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d844fb31fee6db5105faac9882a95a84fb66f436
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step43000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4b1640df5d6e49e1ee4b44f75471931c602f309a2571d7523c5e19107a83ed0
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step44000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step44000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6295ddb5b8fd6658afbb396b62c67c9091681a9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step44000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f0077f86f5a7a21f21c894a8939bf24028697522a447b38e52e6d4bf989369
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step45000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step45000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..50fb6b1f519824e184fcb8b9e31a2e76b2a6f870
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step45000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8d8057675d7bf26e65a2a19f1c697c35f664d6d3970229476cac0b518068275
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step46000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step46000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9fd9810cdfe5cc74ab360d44c8223a37f1f6d7b0
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step46000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5980fb6605dc023346859511e187e687320cafe0510c52534109555ada7172d
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step47000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step47000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3097ab750b200b4ec70af9fe4a6791f17166f2de
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step47000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eab3e7c953e3d2268c0f0281c7605d1ab1940785c4d83fb3ee344a55055eb5b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step48000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step48000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d4d58450363f9c2a976e65d13fbedd0e541f45d6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step48000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e213e202cd6a0ae8c3361ab4475d697a7db0570626e2f902549be1863059cd95
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step49000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step49000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..664e26ecd18598dfccd78373a25491e4b671fe3e
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step49000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18f940cefecbe698e90ce6586fff91b8f3cda5601799527d59e04a6f977cd77c
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step5000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step5000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..47eee67a6d02e1c6d82d6c89b05458258a9e6faf
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step5000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc842fef5c0527f9e004a8158b69854da5bbb3be02b0a7b3483241754e97f656
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step50000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step50000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..64fe1ebecb24922e4b065ff7812019c313b90821
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step50000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adf9a01008fa233eda788afdb1da2718287297cf320f299aef7055112d63162b
+size 3159087
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step600.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step600.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8a98cbb3692001ebc8470fae0b000931ef15de41
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step600.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4b3bb59713ef78cb3aae4a638629d282bb5bac2ed46eaa75dc00e89749d6615
+size 3159059
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step6000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step6000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a7b97159f45835b535e23a9dcdbd042be003b4d6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step6000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5222c00f60d583dda86a15210aab0eb24b1de1471572478ba40eed518a095e9
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step7000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step7000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ef0d6af0f19fb928b4a7f159516f90278aacdc9
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step7000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0cbf6a0842c1b1f6b54c35ddf7dcdb68c567eaad829b6fd4991e545a08fa96e
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step800.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step800.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43f96110564b18b5dbc6a9e2be301b90f05dca04
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step800.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:145cd78fb1fd9a784e1446bc262e1c03f64b4126df6c5d580b00999c25d43240
+size 3159059
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step8000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step8000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4e6c15537c4052bc34fb30068d28c048a9fe6c07
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step8000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56d1639085e7ddcb7f48cbb8734cb9f33820c3adb8b124a325873ec0dd0752c0
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step9000.pt b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step9000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..de74c31bb17b29d5af43d286dca1caa4d2a68b7a
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/checkpoints/ckpt_step9000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6193111e5a1a8bf90ba3f98568a7f0dd6f18fa1e14da26ee422be1537a712bb
+size 3159073
diff --git a/phase0_original/L1_rho08_seed2/config.json b/phase0_original/L1_rho08_seed2/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea1670ba0a863d6371ebb575a60532a7938e38c6
--- /dev/null
+++ b/phase0_original/L1_rho08_seed2/config.json
@@ -0,0 +1,36 @@
+{
+  "N": 512,
+  "M": 512,
+  "p_train": 0.8,
+  "p_eval": 0.5,
+  "use_bos": false,
+  "d_model": 256,
+  "num_heads": 1,
+  "num_layers": 1,
+  "first_layer_mlp": false,
+  "dropout": 0.0,
+  "use_rms": true,
+  "tie": false,
+  "normalize_embeddings": false,
+  "freeze_kv": false,
+  "batch_size": 128,
+  "lr": 0.001,
+  "weight_decay": 1e-05,
+  "num_steps": 50000,
+  "print_interval": 1000,
+  "save_interval": 1000,
+  "early_save_interval": 200,
+  "early_save_steps": 1000,
+  "num_eval_samples": 2000,
+  "num_eval_pairs": 50,
+  "seed": 2,
+  "num_workers": 23,
+  "device": "cuda",
+  "output_path": "phase0_original/L1_rho08_seed2",
+  "freeze_embeddings": false,
+  "one_hot": false,
+  "no_norm": false,
+  "independent_truth": false,
+  "vocab_size": 1025,
+  "seq_len": 3
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho099_seed0/analysis/attention_step50000.png b/phase0_original/L1_rho099_seed0/analysis/attention_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..25e231593c56285252794f27a974a0615988851d
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/attention_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5d4b3bbf29f0da10b66db0a1f2a0d3d72a9c2abc1ca8cb5bb55d05a3cfd868f
+size 7333
diff --git a/phase0_original/L1_rho099_seed0/analysis/auc_curve.png b/phase0_original/L1_rho099_seed0/analysis/auc_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ac062069a5f95380069385765d63f32c50865a7
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/auc_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9bbf9868f67377caaf66ec241a94b21eee5a9cbfc44073dcec83f052e458094
+size 37786
diff --git a/phase0_original/L1_rho099_seed0/analysis/auc_curve_data.json b/phase0_original/L1_rho099_seed0/analysis/auc_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c60c68522cad099af02933f442adec1b10ea98a
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/auc_curve_data.json
@@ -0,0 +1,724 @@
+{
+  "token_idx": 2,
+  "num_layers": 1,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "checkpoints": [
+    {
+      "step": 0,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4947192821475609,
+          "std": 0.028786870870727597
+        },
+        "L1": {
+          "mean": 0.4973060582004993,
+          "std": 0.03678173659939646
+        }
+      }
+    },
+    {
+      "step": 200,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4754806536614519,
+          "std": 0.01806658178245691
+        },
+        "L1": {
+          "mean": 0.49389017706852434,
+          "std": 0.024742343629142845
+        }
+      }
+    },
+    {
+      "step": 400,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47548242444730854,
+          "std": 0.010687507235419015
+        },
+        "L1": {
+          "mean": 0.4793174415363982,
+          "std": 0.039384403660917104
+        }
+      }
+    },
+    {
+      "step": 600,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47273248053896283,
+          "std": 0.012487553087574255
+        },
+        "L1": {
+          "mean": 0.4778129537009928,
+          "std": 0.017914742441344788
+        }
+      }
+    },
+    {
+      "step": 800,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46410858036299096,
+          "std": 0.015097830394581317
+        },
+        "L1": {
+          "mean": 0.4885381438340935,
+          "std": 0.019059811382532283
+        }
+      }
+    },
+    {
+      "step": 1000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.46441112516337013,
+          "std": 0.011757059503219308
+        },
+        "L1": {
+          "mean": 0.49269414201903794,
+          "std": 0.035331270414221266
+        }
+      }
+    },
+    {
+      "step": 2000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47576494125719754,
+          "std": 0.02229968381136052
+        },
+        "L1": {
+          "mean": 0.48961369401021626,
+          "std": 0.030402406186136224
+        }
+      }
+    },
+    {
+      "step": 3000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49439480576189576,
+          "std": 0.01866029731186546
+        },
+        "L1": {
+          "mean": 0.5285647458670762,
+          "std": 0.013778286514176804
+        }
+      }
+    },
+    {
+      "step": 4000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5015547811721194,
+          "std": 0.008320709864179083
+        },
+        "L1": {
+          "mean": 0.5890261663794171,
+          "std": 0.036172733861428594
+        }
+      }
+    },
+    {
+      "step": 5000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4929511524696929,
+          "std": 0.015921238130882018
+        },
+        "L1": {
+          "mean": 0.6622932994871763,
+          "std": 0.026032927562964832
+        }
+      }
+    },
+    {
+      "step": 6000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4997530146120018,
+          "std": 0.01643869913625842
+        },
+        "L1": {
+          "mean": 0.6770525732235043,
+          "std": 0.010326830487128158
+        }
+      }
+    },
+    {
+      "step": 7000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49792623972617217,
+          "std": 0.00848524733579082
+        },
+        "L1": {
+          "mean": 0.7632695639137989,
+          "std": 0.02974797929544662
+        }
+      }
+    },
+    {
+      "step": 8000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48186042283549096,
+          "std": 0.007858487673200226
+        },
+        "L1": {
+          "mean": 0.7659378152325816,
+          "std": 0.04016653456115208
+        }
+      }
+    },
+    {
+      "step": 9000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4881380377881677,
+          "std": 0.006147517939255344
+        },
+        "L1": {
+          "mean": 0.8095577039749111,
+          "std": 0.029058439715478196
+        }
+      }
+    },
+    {
+      "step": 10000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4865111665152444,
+          "std": 0.007205172710571629
+        },
+        "L1": {
+          "mean": 0.8061279594007097,
+          "std": 0.02865344019723506
+        }
+      }
+    },
+    {
+      "step": 11000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4830627220399453,
+          "std": 0.011231488248220449
+        },
+        "L1": {
+          "mean": 0.8449056784876683,
+          "std": 0.02194678407099513
+        }
+      }
+    },
+    {
+      "step": 12000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4741559951665595,
+          "std": 0.01150033500253822
+        },
+        "L1": {
+          "mean": 0.8555790520057671,
+          "std": 0.018505819704217216
+        }
+      }
+    },
+    {
+      "step": 13000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4798524221030295,
+          "std": 0.01793051040483244
+        },
+        "L1": {
+          "mean": 0.8551410461118673,
+          "std": 0.026935255291341467
+        }
+      }
+    },
+    {
+      "step": 14000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4799753126292245,
+          "std": 0.004455320099550254
+        },
+        "L1": {
+          "mean": 0.8747727307027102,
+          "std": 0.022607165673289804
+        }
+      }
+    },
+    {
+      "step": 15000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4834225839588936,
+          "std": 0.013886119708362059
+        },
+        "L1": {
+          "mean": 0.8898849049560875,
+          "std": 0.01827075977974286
+        }
+      }
+    },
+    {
+      "step": 16000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4755016777189864,
+          "std": 0.012616996228508292
+        },
+        "L1": {
+          "mean": 0.8834035148086997,
+          "std": 0.03277993350078173
+        }
+      }
+    },
+    {
+      "step": 17000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.470871382591364,
+          "std": 0.010050377937865555
+        },
+        "L1": {
+          "mean": 0.8985077225379788,
+          "std": 0.023170590217048877
+        }
+      }
+    },
+    {
+      "step": 18000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48769580615529196,
+          "std": 0.017255057058972807
+        },
+        "L1": {
+          "mean": 0.9169716301995454,
+          "std": 0.013502532993513637
+        }
+      }
+    },
+    {
+      "step": 19000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4934141204074015,
+          "std": 0.01463358333255552
+        },
+        "L1": {
+          "mean": 0.9135444089951896,
+          "std": 0.020421258179963115
+        }
+      }
+    },
+    {
+      "step": 20000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49137130964706016,
+          "std": 0.017641354714340193
+        },
+        "L1": {
+          "mean": 0.9265199168133099,
+          "std": 0.009694646031894462
+        }
+      }
+    },
+    {
+      "step": 21000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.492353854326704,
+          "std": 0.021335463492592868
+        },
+        "L1": {
+          "mean": 0.9203992629103872,
+          "std": 0.020029164108505332
+        }
+      }
+    },
+    {
+      "step": 22000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4834688376903721,
+          "std": 0.010974678809300063
+        },
+        "L1": {
+          "mean": 0.9300316548094443,
+          "std": 0.012427124439193861
+        }
+      }
+    },
+    {
+      "step": 23000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4834714495995106,
+          "std": 0.019494490749930708
+        },
+        "L1": {
+          "mean": 0.9472421640210522,
+          "std": 0.017469142725156973
+        }
+      }
+    },
+    {
+      "step": 24000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4963250408236569,
+          "std": 0.017031004381773084
+        },
+        "L1": {
+          "mean": 0.9421150648600627,
+          "std": 0.012767157379497237
+        }
+      }
+    },
+    {
+      "step": 25000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.47948218297651,
+          "std": 0.019999272851999317
+        },
+        "L1": {
+          "mean": 0.9462082544780257,
+          "std": 0.018078157050939403
+        }
+      }
+    },
+    {
+      "step": 26000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5006410637191131,
+          "std": 0.023985281381849213
+        },
+        "L1": {
+          "mean": 0.9476153712261384,
+          "std": 0.02037213101822482
+        }
+      }
+    },
+    {
+      "step": 27000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4912717452000133,
+          "std": 0.016910463502899244
+        },
+        "L1": {
+          "mean": 0.9475349493766532,
+          "std": 0.014258065545707226
+        }
+      }
+    },
+    {
+      "step": 28000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49297647068292977,
+          "std": 0.018200004565436453
+        },
+        "L1": {
+          "mean": 0.946704263670014,
+          "std": 0.009763343306409116
+        }
+      }
+    },
+    {
+      "step": 29000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.48477107763386795,
+          "std": 0.011057381597971561
+        },
+        "L1": {
+          "mean": 0.9517840929099142,
+          "std": 0.0123054511666192
+        }
+      }
+    },
+    {
+      "step": 30000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5051919773339411,
+          "std": 0.021707679510495893
+        },
+        "L1": {
+          "mean": 0.965866496832205,
+          "std": 0.016192603035843856
+        }
+      }
+    },
+    {
+      "step": 31000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5010198468873911,
+          "std": 0.023622677427089758
+        },
+        "L1": {
+          "mean": 0.9491217868034196,
+          "std": 0.0067864103073038366
+        }
+      }
+    },
+    {
+      "step": 32000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.500678330712369,
+          "std": 0.02209601229406534
+        },
+        "L1": {
+          "mean": 0.9533372471725279,
+          "std": 0.013892926154353918
+        }
+      }
+    },
+    {
+      "step": 33000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4993943258386834,
+          "std": 0.016805623411143392
+        },
+        "L1": {
+          "mean": 0.9391242296829991,
+          "std": 0.023591155484572166
+        }
+      }
+    },
+    {
+      "step": 34000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49709035434833576,
+          "std": 0.021129306777758716
+        },
+        "L1": {
+          "mean": 0.9564405916437018,
+          "std": 0.0076402740631325745
+        }
+      }
+    },
+    {
+      "step": 35000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4933368859724583,
+          "std": 0.014806883043987766
+        },
+        "L1": {
+          "mean": 0.9576231948800142,
+          "std": 0.007926373462450259
+        }
+      }
+    },
+    {
+      "step": 36000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4983304960514494,
+          "std": 0.01666329526395343
+        },
+        "L1": {
+          "mean": 0.9658539483997025,
+          "std": 0.013304249982532133
+        }
+      }
+    },
+    {
+      "step": 37000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5023226623362904,
+          "std": 0.0217104218917351
+        },
+        "L1": {
+          "mean": 0.9672935530315149,
+          "std": 0.011079702559110274
+        }
+      }
+    },
+    {
+      "step": 38000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5054573658151803,
+          "std": 0.03278144937407301
+        },
+        "L1": {
+          "mean": 0.9551796693661089,
+          "std": 0.005715960269576867
+        }
+      }
+    },
+    {
+      "step": 39000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49714904382594377,
+          "std": 0.018968263644151818
+        },
+        "L1": {
+          "mean": 0.9450189464025378,
+          "std": 0.009302831259661592
+        }
+      }
+    },
+    {
+      "step": 40000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5000996882008313,
+          "std": 0.02285969493247419
+        },
+        "L1": {
+          "mean": 0.957091955098505,
+          "std": 0.009863580505530442
+        }
+      }
+    },
+    {
+      "step": 41000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49320078498132125,
+          "std": 0.022926839142006862
+        },
+        "L1": {
+          "mean": 0.9652974588216828,
+          "std": 0.014454153037391679
+        }
+      }
+    },
+    {
+      "step": 42000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5034283631600076,
+          "std": 0.02309467600832815
+        },
+        "L1": {
+          "mean": 0.9525461526155816,
+          "std": 0.02244349600811648
+        }
+      }
+    },
+    {
+      "step": 43000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.495685473217367,
+          "std": 0.02524945782620249
+        },
+        "L1": {
+          "mean": 0.9601783905770045,
+          "std": 0.011328054253119163
+        }
+      }
+    },
+    {
+      "step": 44000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.49309666076069353,
+          "std": 0.02063969275992977
+        },
+        "L1": {
+          "mean": 0.9681795969248693,
+          "std": 0.010540349022602858
+        }
+      }
+    },
+    {
+      "step": 45000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4942428381270318,
+          "std": 0.020791046993743022
+        },
+        "L1": {
+          "mean": 0.965915061640452,
+          "std": 0.011457136432802092
+        }
+      }
+    },
+    {
+      "step": 46000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4969394914423755,
+          "std": 0.03306893388497913
+        },
+        "L1": {
+          "mean": 0.9631879015080858,
+          "std": 0.0105921710765109
+        }
+      }
+    },
+    {
+      "step": 47000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5002150307523123,
+          "std": 0.016286067299269676
+        },
+        "L1": {
+          "mean": 0.9602940450282672,
+          "std": 0.01035995734728568
+        }
+      }
+    },
+    {
+      "step": 48000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.4987937074722133,
+          "std": 0.02609784521408071
+        },
+        "L1": {
+          "mean": 0.9337373421510419,
+          "std": 0.008555206767424396
+        }
+      }
+    },
+    {
+      "step": 49000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.500587773126111,
+          "std": 0.015697000564082103
+        },
+        "L1": {
+          "mean": 0.9515991946948865,
+          "std": 0.010179369189811372
+        }
+      }
+    },
+    {
+      "step": 50000,
+      "auc_per_layer": {
+        "L0": {
+          "mean": 0.5046278291070914,
+          "std": 0.02235440073751087
+        },
+        "L1": {
+          "mean": 0.9440489481431399,
+          "std": 0.0228630074237706
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho099_seed0/analysis/ov_heatmap_step50000.png b/phase0_original/L1_rho099_seed0/analysis/ov_heatmap_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..db79428bdbaafad609c5ad1530232a639b896379
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/ov_heatmap_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:292b85ad485690b52d1393430796f28445d8dc05b3843399630335bdb0dc8745
+size 675007
diff --git a/phase0_original/L1_rho099_seed0/analysis/pca_step50000.png b/phase0_original/L1_rho099_seed0/analysis/pca_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..06f88d9e1b33b4479537a2dabf52c667766c7830
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/pca_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9871e81f5d1bd14ef775053873ff19d72d9e1829e66904f31a1f577f30929002
+size 168642
diff --git a/phase0_original/L1_rho099_seed0/analysis/prob_curve.png b/phase0_original/L1_rho099_seed0/analysis/prob_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..06a64461bd427b1d8c16d044b48f29ef0e6bc4b7
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/prob_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2fc012f2dda12c610527c652718f4a166938eddb608e84ea1c576a378e965cd
+size 58598
diff --git a/phase0_original/L1_rho099_seed0/analysis/prob_curve_data.json b/phase0_original/L1_rho099_seed0/analysis/prob_curve_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d6bc96ad7bf5fbfa3d2ce0d53ea6df32f2ac3d4
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/prob_curve_data.json
@@ -0,0 +1,615 @@
+{
+  "metric": "P(f(x') | x, y, x')",
+  "num_samples": 1000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "checkpoints": [
+    {
+      "step": 0,
+      "true": {
+        "mean": 0.0010028581881779245,
+        "std": 0.00031701909228836476
+      },
+      "false": {
+        "mean": 0.0009797539671708363,
+        "std": 0.00030928700860904495
+      }
+    },
+    {
+      "step": 200,
+      "true": {
+        "mean": 0.9733521628975869,
+        "std": 0.024299100600799064
+      },
+      "false": {
+        "mean": 0.9730098963677883,
+        "std": 0.03477787418464071
+      }
+    },
+    {
+      "step": 400,
+      "true": {
+        "mean": 0.9839258692860603,
+        "std": 0.018671027869875772
+      },
+      "false": {
+        "mean": 0.9840099197030068,
+        "std": 0.01969898541457621
+      }
+    },
+    {
+      "step": 600,
+      "true": {
+        "mean": 0.9857932463884354,
+        "std": 0.02096426284172798
+      },
+      "false": {
+        "mean": 0.9852968905568122,
+        "std": 0.02332314518321282
+      }
+    },
+    {
+      "step": 800,
+      "true": {
+        "mean": 0.9863405656218529,
+        "std": 0.01945989836699086
+      },
+      "false": {
+        "mean": 0.9868578903675079,
+        "std": 0.016551783310009276
+      }
+    },
+    {
+      "step": 1000,
+      "true": {
+        "mean": 0.9893813980817795,
+        "std": 0.020416366299973412
+      },
+      "false": {
+        "mean": 0.9895448834300041,
+        "std": 0.020029764346626955
+      }
+    },
+    {
+      "step": 2000,
+      "true": {
+        "mean": 0.9900457941889763,
+        "std": 0.015306394396052735
+      },
+      "false": {
+        "mean": 0.9877811897397041,
+        "std": 0.021911315898148803
+      }
+    },
+    {
+      "step": 3000,
+      "true": {
+        "mean": 0.9882147114276886,
+        "std": 0.024337870351947198
+      },
+      "false": {
+        "mean": 0.9698800947749987,
+        "std": 0.0997658630641506
+      }
+    },
+    {
+      "step": 4000,
+      "true": {
+        "mean": 0.9883907157182693,
+        "std": 0.021617118898275545
+      },
+      "false": {
+        "mean": 0.9012467999163201,
+        "std": 0.24262538231032427
+      }
+    },
+    {
+      "step": 5000,
+      "true": {
+        "mean": 0.9897683028578759,
+        "std": 0.024447093248819964
+      },
+      "false": {
+        "mean": 0.8557278088457533,
+        "std": 0.28983236083653524
+      }
+    },
+    {
+      "step": 6000,
+      "true": {
+        "mean": 0.9898575347661972,
+        "std": 0.016181256620611994
+      },
+      "false": {
+        "mean": 0.8948503523798863,
+        "std": 0.2351416016580982
+      }
+    },
+    {
+      "step": 7000,
+      "true": {
+        "mean": 0.9897052177786827,
+        "std": 0.021919519236322266
+      },
+      "false": {
+        "mean": 0.7698086380952008,
+        "std": 0.3589999624293024
+      }
+    },
+    {
+      "step": 8000,
+      "true": {
+        "mean": 0.994153390944004,
+        "std": 0.011934307172825986
+      },
+      "false": {
+        "mean": 0.7552915272236714,
+        "std": 0.36822391398409143
+      }
+    },
+    {
+      "step": 9000,
+      "true": {
+        "mean": 0.9919383413791657,
+        "std": 0.022378316505529502
+      },
+      "false": {
+        "mean": 0.7173896551923681,
+        "std": 0.3851905725735997
+      }
+    },
+    {
+      "step": 10000,
+      "true": {
+        "mean": 0.9949828596711159,
+        "std": 0.017905300234902357
+      },
+      "false": {
+        "mean": 0.7283508565446973,
+        "std": 0.3832402734752183
+      }
+    },
+    {
+      "step": 11000,
+      "true": {
+        "mean": 0.9909216187000275,
+        "std": 0.02317721511630962
+      },
+      "false": {
+        "mean": 0.6762514124921072,
+        "std": 0.38969803462542313
+      }
+    },
+    {
+      "step": 12000,
+      "true": {
+        "mean": 0.9941213496923447,
+        "std": 0.01902434118994265
+      },
+      "false": {
+        "mean": 0.6478700551534057,
+        "std": 0.40434405880605784
+      }
+    },
+    {
+      "step": 13000,
+      "true": {
+        "mean": 0.9938329339623452,
+        "std": 0.017007560175871173
+      },
+      "false": {
+        "mean": 0.6736906987427356,
+        "std": 0.3902958089144812
+      }
+    },
+    {
+      "step": 14000,
+      "true": {
+        "mean": 0.9957632009685039,
+        "std": 0.019066983861304603
+      },
+      "false": {
+        "mean": 0.643245063792885,
+        "std": 0.40616148807971225
+      }
+    },
+    {
+      "step": 15000,
+      "true": {
+        "mean": 0.9957678612470627,
+        "std": 0.012133356104042824
+      },
+      "false": {
+        "mean": 0.6224490237398713,
+        "std": 0.4018570121368828
+      }
+    },
+    {
+      "step": 16000,
+      "true": {
+        "mean": 0.9943731466531753,
+        "std": 0.011182575889148016
+      },
+      "false": {
+        "mean": 0.6288866108320362,
+        "std": 0.3987299235777647
+      }
+    },
+    {
+      "step": 17000,
+      "true": {
+        "mean": 0.9943116448521614,
+        "std": 0.016514454036120074
+      },
+      "false": {
+        "mean": 0.5937583594552416,
+        "std": 0.4021351237272451
+      }
+    },
+    {
+      "step": 18000,
+      "true": {
+        "mean": 0.996668303668499,
+        "std": 0.018914069800846416
+      },
+      "false": {
+        "mean": 0.5807998832234152,
+        "std": 0.41467920476647563
+      }
+    },
+    {
+      "step": 19000,
+      "true": {
+        "mean": 0.9956088928580284,
+        "std": 0.018575700002926313
+      },
+      "false": {
+        "mean": 0.5973453704900458,
+        "std": 0.4023048946259793
+      }
+    },
+    {
+      "step": 20000,
+      "true": {
+        "mean": 0.9962308763861656,
+        "std": 0.016084049536118073
+      },
+      "false": {
+        "mean": 0.5537526419797214,
+        "std": 0.40236944194089624
+      }
+    },
+    {
+      "step": 21000,
+      "true": {
+        "mean": 0.9968834702968598,
+        "std": 0.008291196921382206
+      },
+      "false": {
+        "mean": 0.551254013783764,
+        "std": 0.40337614137120337
+      }
+    },
+    {
+      "step": 22000,
+      "true": {
+        "mean": 0.9950593721866607,
+        "std": 0.019342875674951958
+      },
+      "false": {
+        "mean": 0.5477406931982841,
+        "std": 0.40076497266280514
+      }
+    },
+    {
+      "step": 23000,
+      "true": {
+        "mean": 0.9949659667983651,
+        "std": 0.0359057948154282
+      },
+      "false": {
+        "mean": 0.5013605304324301,
+        "std": 0.40350989135756554
+      }
+    },
+    {
+      "step": 24000,
+      "true": {
+        "mean": 0.9957220060229302,
+        "std": 0.020072128565210637
+      },
+      "false": {
+        "mean": 0.5042893995641498,
+        "std": 0.4023190376233501
+      }
+    },
+    {
+      "step": 25000,
+      "true": {
+        "mean": 0.9965897420197726,
+        "std": 0.027299888302676833
+      },
+      "false": {
+        "mean": 0.505914487992879,
+        "std": 0.39337601520026
+      }
+    },
+    {
+      "step": 26000,
+      "true": {
+        "mean": 0.9980134540200234,
+        "std": 0.007841217939631573
+      },
+      "false": {
+        "mean": 0.5131779823373072,
+        "std": 0.39480623184497193
+      }
+    },
+    {
+      "step": 27000,
+      "true": {
+        "mean": 0.9964712346792222,
+        "std": 0.024833336486471402
+      },
+      "false": {
+        "mean": 0.4935104723297991,
+        "std": 0.39507971728455776
+      }
+    },
+    {
+      "step": 28000,
+      "true": {
+        "mean": 0.9960305310487747,
+        "std": 0.024220160428478674
+      },
+      "false": {
+        "mean": 0.5094197422447614,
+        "std": 0.3875886804263838
+      }
+    },
+    {
+      "step": 29000,
+      "true": {
+        "mean": 0.9952230420410633,
+        "std": 0.03776867590974649
+      },
+      "false": {
+        "mean": 0.4862585869049653,
+        "std": 0.3945504020032387
+      }
+    },
+    {
+      "step": 30000,
+      "true": {
+        "mean": 0.9973435363173485,
+        "std": 0.017317182946525414
+      },
+      "false": {
+        "mean": 0.5002480587852187,
+        "std": 0.392330467836887
+      }
+    },
+    {
+      "step": 31000,
+      "true": {
+        "mean": 0.9977566257715226,
+        "std": 0.008511916289475186
+      },
+      "false": {
+        "mean": 0.5317109140669927,
+        "std": 0.3935585071982906
+      }
+    },
+    {
+      "step": 32000,
+      "true": {
+        "mean": 0.9955049810707569,
+        "std": 0.030129656998694153
+      },
+      "false": {
+        "mean": 0.47934075142582877,
+        "std": 0.3857298440331817
+      }
+    },
+    {
+      "step": 33000,
+      "true": {
+        "mean": 0.9965691540241242,
+        "std": 0.014778958798471853
+      },
+      "false": {
+        "mean": 0.5444739329968579,
+        "std": 0.38489481640711115
+      }
+    },
+    {
+      "step": 34000,
+      "true": {
+        "mean": 0.9927855123952031,
+        "std": 0.061915371890906186
+      },
+      "false": {
+        "mean": 0.4834536785115488,
+        "std": 0.3844694205340315
+      }
+    },
+    {
+      "step": 35000,
+      "true": {
+        "mean": 0.9966963102817535,
+        "std": 0.021207552848217272
+      },
+      "false": {
+        "mean": 0.47999624932883306,
+        "std": 0.381394614176423
+      }
+    },
+    {
+      "step": 36000,
+      "true": {
+        "mean": 0.9969824075400829,
+        "std": 0.022054168072504203
+      },
+      "false": {
+        "mean": 0.46577336539281533,
+        "std": 0.3789965272782582
+      }
+    },
+    {
+      "step": 37000,
+      "true": {
+        "mean": 0.997385320007801,
+        "std": 0.01402084856718115
+      },
+      "false": {
+        "mean": 0.478190561789088,
+        "std": 0.38325453660116904
+      }
+    },
+    {
+      "step": 38000,
+      "true": {
+        "mean": 0.9958058595210314,
+        "std": 0.03998030933337488
+      },
+      "false": {
+        "mean": 0.46553878752700983,
+        "std": 0.37730086402335317
+      }
+    },
+    {
+      "step": 39000,
+      "true": {
+        "mean": 0.9953304416388273,
+        "std": 0.03357433875420087
+      },
+      "false": {
+        "mean": 0.4931577643668279,
+        "std": 0.3790250677425461
+      }
+    },
+    {
+      "step": 40000,
+      "true": {
+        "mean": 0.9944026204645634,
+        "std": 0.03531236269509935
+      },
+      "false": {
+        "mean": 0.4742646877146326,
+        "std": 0.3811335224087324
+      }
+    },
+    {
+      "step": 41000,
+      "true": {
+        "mean": 0.9960577073395253,
+        "std": 0.03625265374407078
+      },
+      "false": {
+        "mean": 0.48277470690663904,
+        "std": 0.37486717814212533
+      }
+    },
+    {
+      "step": 42000,
+      "true": {
+        "mean": 0.9969347683787346,
+        "std": 0.015302940400477439
+      },
+      "false": {
+        "mean": 0.4894914672784507,
+        "std": 0.3740561506435503
+      }
+    },
+    {
+      "step": 43000,
+      "true": {
+        "mean": 0.9953492519259453,
+        "std": 0.028986793023500216
+      },
+      "false": {
+        "mean": 0.4740809719543904,
+        "std": 0.37127593847289553
+      }
+    },
+    {
+      "step": 44000,
+      "true": {
+        "mean": 0.9969574069976807,
+        "std": 0.018576468058395697
+      },
+      "false": {
+        "mean": 0.4844873510245234,
+        "std": 0.3721957362659196
+      }
+    },
+    {
+      "step": 45000,
+      "true": {
+        "mean": 0.9985666497945785,
+        "std": 0.006639763477374003
+      },
+      "false": {
+        "mean": 0.4839878862183541,
+        "std": 0.3698912805350795
+      }
+    },
+    {
+      "step": 46000,
+      "true": {
+        "mean": 0.9970811030268669,
+        "std": 0.029460347900635633
+      },
+      "false": {
+        "mean": 0.49244249365385623,
+        "std": 0.3629854869816713
+      }
+    },
+    {
+      "step": 47000,
+      "true": {
+        "mean": 0.9970731223970651,
+        "std": 0.030218655888304552
+      },
+      "false": {
+        "mean": 0.5053299428522586,
+        "std": 0.37318382556394947
+      }
+    },
+    {
+      "step": 48000,
+      "true": {
+        "mean": 0.9963208991587162,
+        "std": 0.026528078366617865
+      },
+      "false": {
+        "mean": 0.514106598698534,
+        "std": 0.36965266473349334
+      }
+    },
+    {
+      "step": 49000,
+      "true": {
+        "mean": 0.9978587093353272,
+        "std": 0.016787514485011406
+      },
+      "false": {
+        "mean": 0.5431400854922831,
+        "std": 0.37101052089786046
+      }
+    },
+    {
+      "step": 50000,
+      "true": {
+        "mean": 0.9972440774142742,
+        "std": 0.02366930872030547
+      },
+      "false": {
+        "mean": 0.51585702921357,
+        "std": 0.3738145533471947
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho099_seed0/analysis/prob_data_step50000.json b/phase0_original/L1_rho099_seed0/analysis/prob_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..15343c18eb0bf16bca03dfa60fbc20aec7e764fc
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/prob_data_step50000.json
@@ -0,0 +1,15 @@
+{
+  "step": 50000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "true": {
+    "mean": 0.9972440774142742,
+    "std": 0.02366930872030547
+  },
+  "false": {
+    "mean": 0.51585702921357,
+    "std": 0.3738145533471947
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho099_seed0/analysis/probe_auc_step50000.png b/phase0_original/L1_rho099_seed0/analysis/probe_auc_step50000.png
new file mode 100644
index 0000000000000000000000000000000000000000..adf0fa1cbf2505d6fa1e2b975dfbedf2230425a0
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/probe_auc_step50000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21bddf416ed233fbc2840a2b0cc6cf4d846b17127ec1dd6ed4b05a437d1a13d3
+size 31598
diff --git a/phase0_original/L1_rho099_seed0/analysis/probe_data_step50000.json b/phase0_original/L1_rho099_seed0/analysis/probe_data_step50000.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a51cb0c17976e6cc8b03ef0790267414eeec444
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/analysis/probe_data_step50000.json
@@ -0,0 +1,37 @@
+{
+  "step": 50000,
+  "seed": 0,
+  "N": 512,
+  "d_model": 256,
+  "num_layers": 1,
+  "pos0": {
+    "L0": {
+      "mean": 0.4987169875044044,
+      "std": 0.025086558762037678
+    },
+    "L1": {
+      "mean": 0.5146355963113107,
+      "std": 0.03317010270044036
+    }
+  },
+  "pos1": {
+    "L0": {
+      "mean": 0.519249554073632,
+      "std": 0.01680112970426297
+    },
+    "L1": {
+      "mean": 0.7226792179644824,
+      "std": 0.029013355152230996
+    }
+  },
+  "pos2": {
+    "L0": {
+      "mean": 0.5038539366297633,
+      "std": 0.032522533667273916
+    },
+    "L1": {
+      "mean": 0.9607003630529128,
+      "std": 0.013487125152996274
+    }
+  }
+}
\ No newline at end of file
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step0.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6f54b6bee51721bd2da48aea616e191ef75ab754
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2755ba0d2b3ca5ec08fa38befc6b37a07d273da1c7f90d817abc0fe25bffeb45
+size 3158967
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step1000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step1000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7d60097c9a6cf9efac87cbe507e007f0fe723728
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step1000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c13cba761a80773b4e8d29432c1a306010535f5f322e9b5e411347e5780da90
+size 3159009
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step10000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step10000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d953e18995a878ae4ca84250e2fe6ea9a7943c1f
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step10000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea1a01b023032d7ea85e53173af2cb919a6d519658de4a398b2fcc7c81c2b28b
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step11000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step11000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d3bc505ba7716f2fde401cb46f77f732944528f
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step11000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dc0d5a28e57ce6d299ad15c9869f424017753ab1fbce19ecddf099a07c7caa8
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step12000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step12000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d4089787f0493b8efee8d9b2cddd191d1302c44d
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step12000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8ac0f0745d1b3f9e9cf9e526a53d4177981c9d04ac7a675a9d2e93d3a7164bf
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step13000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step13000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..97d71d1bcb487e355c95159758ab53e00f203d3a
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step13000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b7646dca2ddbc7499242d649f371be5dd03f3cacf397baf6945d1ca8280d7c4
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step14000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step14000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e954936a3b450463b36196cfd11e51d4181966d4
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step14000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8fb579226a9f3e3d6e1668e4df1fbf9f5e65b911a05fa83186cef9387381205
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step15000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step15000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a81fe6b5a370f511676f27c36cd328744f1a99a
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step15000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79b3e7143a6518c5152f444ab3047b5fc02eb4370c7a44bb167480045d3575d5
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step16000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step16000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1d83f13ed876d6ddac8b8d021ed0fc6210dedc81
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step16000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:809d3d64480670c846b49aa7420a5c59628019cedf4352c8dee4158dddd7a190
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step17000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step17000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..87d2623d8fc499f7e256854b3efe168bb858d99b
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step17000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0075af275bf2485b4c240cb0aab5660ad8c7a73bc96d82172ee8dcca36b046eb
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step18000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step18000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e4d15049a75fb57f468c4c8f3800208c9179bb67
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step18000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eff03d7f3e15d42512ef4838797e532ae56b9e9dad1fac6b533a14edd9dc843
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step19000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step19000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0a97117a3a48bc5c67de44b72818e00cbb7490df
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step19000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd4168b2828e085e6cf3815793a5b02296b3d3ee80ccf5085915be29e7dc5d7e
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step200.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step200.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f5c3c2228d7d86bc86e8f2a924bbc7941dea5788
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step200.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:564a37c3d667f84deb5a0e76f0c20457b0afebc5b9dc2ba27cf2c846f4386994
+size 3158995
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step2000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step2000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..59aa3a686d7e9780192446b099d04c40d8c4740b
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step2000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30f274f511c47f4d6da12326ea3b9998dc6fa5edbad2d76588a8d16f21fbddfe
+size 3159009
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step20000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step20000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..340706deb1db3775c6666a359fe018f62b3dbf85
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step20000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e1a15b8fa03eae63980a934ff13e52d94d0df5963f87c016b81354a49a3568
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step21000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step21000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eecbd1d8f86f461266065eee3b768d63f4ed74fb
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step21000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cabe3ffd60de77d54c5f00a63d4ad1d1a86e6184614c4d48f2ac2dd746d1c4b
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step22000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step22000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22bc7fbb4a81a2d358070d4d35f2eb86e8beee89
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step22000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0650871f3495306e9d54f1e22b867189484af4c7789050c705d4693531d37bc2
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step23000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step23000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..71fad2ac19d62a01cc47bd0ee52018f3ce0a2a92
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step23000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5309a478ced4c80478474dcc748dfe77d2d20aa4a2ebb59e2cc31a310b807037
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step24000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step24000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..659408602593ff3f68a50c80448839474f253d94
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step24000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d996275b7f53e131ead8c84f28260eee426e2dabaf4b66f042b3e9a24526d38
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step25000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step25000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..16021c21358e89d44c11228d5fded48b37fff358
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step25000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0866cb52a836f7ca56a3211bb550f11bff92a0a62ef477725fbd0afba6ae593
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step26000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step26000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb7e59242fb872a96e2ae4461d33dce9f44c4fe
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step26000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2181c077501b9f930bec607a923bf57a29facdee29ef2eb7426dc52ad493da8
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step27000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step27000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3b6470297cfb1530b703ac8e7b07eb347864921b
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step27000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6ce7983df200a0585aa605638616bcda468e2535619413687494b340377e53e
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step28000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step28000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e9383945c7d0ff816084c92b08ab100ce1567dc7
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step28000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16fde282ae71ee0d693303c781846a9879f2ead95c362c451427314216cce36d
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step29000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step29000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7836b41c6e0343ba0ef318e969220b9c5b5b28b6
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step29000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:804be90fc482eccd47a1ed2341488ff25bda2af7f0c7ee46acffc97250b8eb01
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step3000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step3000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cfd17a41c3d7144d27eb383c2dd9f2a1aa86b5e6
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step3000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:384fd25bbfdefff834af8c4d627a5ac702ddddda08d4590d87af1cb5546073ae
+size 3159009
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step30000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step30000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..195a72854501484b73e3023f6615c0ae20f92b97
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step30000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f81828de72d0be8bd05f2583ecf9f3ed63680eebef1bd9fc6cfc51b483421088
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step31000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step31000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b79126ee16daa7cc74eb3af4bf4d63e09d9c8359
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step31000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6f6f48bff81467c8c24b9f42fc38b59e2fa6000e8bd11709643e7dec7e37e19
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step32000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step32000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c37c2d5e4b6ffc4b2593fb91cca764b2cb793fe0
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step32000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e0859c83b5595768a0a698c453a36e15e4c32cf5ecd0a5788a34e11fb552d7
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step33000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step33000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5525183794a1466a1e1b21e69ef90cee6a206b58
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step33000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82639adc9ebf1186563d9379ea8536f0882dccecdc38245a61a21e770039e95f
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step34000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step34000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d69b73676a8c7faab65998746076c3cf7f3019f5
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step34000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1c7145fd29e9a7a73540e4ba2e9fc13ea9ba95dfc1b7578bdbda64e82c7ec47
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step35000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step35000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..abfbae12fa0afaadb078328a5d01144a759d7e0a
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step35000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:810a9bad83852f4b39404527a5ff6e6578972f7846f12389d4a09a45c790648c
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step36000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step36000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..98721a580b084658f73fc58155dba305d989fd66
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step36000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c91c4b93799527564fb9c084d5ea2be92e77437b4a3b5a38f7dce72b9f41bcf
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step37000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step37000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4b16590aa63f0e46b3649e4c430789a77eec348f
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step37000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ecc820052c026f124b76a313d3ec6e30553f270c2a402f5a27ec0135f609b77
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step38000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step38000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4fe11fb1c4a7ac24d46e5afc2130cfe3b77665f0
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step38000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8b87e00f0d56b6ca7c3b3f43f89eab5ace39f0a9a6caa209110378d5ab445db
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step39000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step39000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f19d442e47c40a51f7c6b24da0041b0cd8de99d9
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step39000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04df7e3555871a4360d53a235c2114bc2803d16fb472675def396020f9c9d035
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step400.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step400.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2a4c9140c5ede9511fd9e409a4848a011302129d
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step400.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99de7c9be0aac16f93cd73e69349f71a371b70e1fb46e9eae63488a1e6f4a1ed
+size 3158995
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step4000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step4000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d34f01c2ea02401ceeb2ff0feb67f157ec4bb3d5
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step4000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c09121a42a1eabc2fc923f9542ca905e27eac23c926a152d486d9a404058e42
+size 3159009
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step40000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step40000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..74d0b5eeb1def6e9bd891cd8cf431db50357fdb3
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step40000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc55dd980bed7926b96b94ae7f48548bf29b2eadbafcbde4a7b9337d2b41c9a2
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step41000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step41000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..eac6d7c83312150ee415a12f687d088af1b3b9d0
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step41000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b40bd5a17f3e60011332dfb5ec54dc950b7b4f338343b67b6e0dffdec5e103c2
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step42000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step42000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..120d1136926205c5cb9b9412c5a72923164f53cd
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step42000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e9830bee338cdcc8a92b90648b9348432ef9bfc9aac2b59c2c8b387136cd977
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step43000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step43000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a37d202be9cc41328f8773fdbd417c125f98d94c
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step43000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00a1c46dc6de9e0c7291883952ed9a57c6c1d8fc64e947fad8b1614065f22f50
+size 3159023
diff --git a/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step44000.pt b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step44000.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b254e8a3a92ae78d169fd008d1583c847925f07f
--- /dev/null
+++ b/phase0_original/L1_rho099_seed0/checkpoints/ckpt_step44000.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b011aeb71c07b02a5bbb8dde1fc901c475fe044979e20fdca40747a08131c026
+size 3159023