Add assembled activations for llama32-3b-grpo

.gitattributes

@@ -74,3 +74,5 @@ v1/assembled_activations/qwen3-4b-ppo/features/cross_layer_cosine_drift.csv filt
 v1/assembled_activations/qwen3-4b-simpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
 v1/assembled_activations/llama32-3b-dpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
 v1/assembled_activations/llama32-3b-dpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
+v1/assembled_activations/llama32-3b-grpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
+v1/assembled_activations/llama32-3b-grpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text

v1/assembled_activations/llama32-3b-grpo/activations/activations.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50e648e9f1d3b6ec8529c65495cd95eeb1c436456b22bbd8b259849b01bdb146
+size 4496133925

v1/assembled_activations/llama32-3b-grpo/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab5c226343b2042cb69e8cba11d4f0ff6753f3d104d3d8a1a036e8e217e58153
+size 10873439922

v1/assembled_activations/llama32-3b-grpo/features/cross_layer_cosine_drift.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da7045e64bece542f6164c96fe5d4646c516a3f92c58101857158273d5197575
+size 27244726

v1/assembled_activations/llama32-3b-grpo/features/decoder_layer_profiles.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7e8c1f429a3bfda239e53e7c0638b75f2511ed00bf7556ed10bed296bb20867
+size 13037100

v1/assembled_activations/llama32-3b-grpo/features/feature_activations.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac866d6ddac1c7d94a4840df5b0091f2bbb97a96187f6546419fba5a9cd7ce81
+size 35935153173

v1/assembled_activations/llama32-3b-grpo/metrics/aggregate_metrics.json

@@ -0,0 +1,388 @@
+{
+  "crosscoder_kind": "multilayer_sparc",
+  "layers": [
+    12,
+    13,
+    14
+  ],
+  "topk_mode": "model_balanced_layer_agg",
+  "topk": 400,
+  "expansion_factor": 8,
+  "dict_size": 24576,
+  "forced_shared_fraction": 0.06,
+  "class_counts": {
+    "aligned_only": 6084,
+    "shared_redirected": 5805,
+    "shared_intermediate": 4922,
+    "base_only": 3467,
+    "shared_attenuated": 2812,
+    "shared_aligned": 1486
+  },
+  "multilayer_class_counts": {
+    "drifting_or_rotating": 12498,
+    "persistent_aligned_only": 4582,
+    "persistent_base_only": 2198,
+    "persistent_shared": 2170,
+    "localized_aligned_only": 1502,
+    "localized_base_only": 1269,
+    "mixed_or_ambiguous": 357
+  },
+  "classification_thresholds": {
+    "rho_base_only": 0.4,
+    "rho_aligned_only": 0.5552206029447704,
+    "rho_shared_low": 0.44024917884104786,
+    "rho_shared_high": 0.5552206029447704
+  },
+  "threshold_sensitivity": {
+    "original": {
+      "aligned_only": 6084,
+      "shared_redirected": 5805,
+      "shared_intermediate": 4922,
+      "base_only": 3467,
+      "shared_attenuated": 2812,
+      "shared_aligned": 1486
+    },
+    "perturbed": {
+      "delta_-0.05": {
+        "base_only": 878,
+        "aligned_only": 2725,
+        "shared_aligned": 1499,
+        "shared_redirected": 9722,
+        "shared_intermediate": 7743,
+        "shared_attenuated": 2009,
+        "other": 0
+      },
+      "delta_+0.05": {
+        "base_only": 7128,
+        "aligned_only": 10726,
+        "shared_aligned": 1475,
+        "shared_redirected": 771,
+        "shared_intermediate": 646,
+        "shared_attenuated": 3830,
+        "other": 0
+      }
+    },
+    "perturbation": 0.05
+  },
+  "class_counts_by_layer": {
+    "12": {
+      "shared_redirected": 8317,
+      "shared_intermediate": 6544,
+      "base_only": 4585,
+      "shared_aligned": 2822,
+      "aligned_only": 2308
+    },
+    "13": {
+      "shared_redirected": 9393,
+      "shared_intermediate": 8081,
+      "base_only": 3041,
+      "shared_aligned": 2669,
+      "aligned_only": 1392
+    },
+    "14": {
+      "shared_redirected": 9247,
+      "base_only": 4609,
+      "shared_intermediate": 4229,
+      "aligned_only": 2292,
+      "shared_aligned": 2107,
+      "shared_attenuated": 2092
+    }
+  },
+  "feature_sharing_ratio_by_layer": {
+    "12": 0.7195231119791666,
+    "13": 0.8196207682291666,
+    "14": 0.7191975911458334
+  },
+  "decoder_amplification_by_layer": {
+    "12": {
+      "median": 0.9999999814920351,
+      "p95": 4.761198471404814
+    },
+    "13": {
+      "median": 0.9999999845770899,
+      "p95": 2.7799582920911448
+    },
+    "14": {
+      "median": 0.9999999870003597,
+      "p95": 1.9990551070509737
+    }
+  },
+  "classification_thresholds_by_layer": {
+    "12": {
+      "rho_base_only": 0.3232246755639113,
+      "rho_aligned_only": 0.7496195037077811,
+      "rho_shared_low": 0.3232246755639113,
+      "rho_shared_high": 0.7496195037077811
+    },
+    "13": {
+      "rho_base_only": 0.33013993411090486,
+      "rho_aligned_only": 0.7235388298969397,
+      "rho_shared_low": 0.33013993411090486,
+      "rho_shared_high": 0.7235388298969397
+    },
+    "14": {
+      "rho_base_only": 0.4,
+      "rho_aligned_only": 0.6325617662750056,
+      "rho_shared_low": 0.43268800458718787,
+      "rho_shared_high": 0.6325617662750056
+    }
+  },
+  "threshold_sensitivity_by_layer": {
+    "12": {
+      "original": {
+        "shared_redirected": 8317,
+        "shared_intermediate": 6544,
+        "base_only": 4585,
+        "shared_aligned": 2822,
+        "aligned_only": 2308
+      },
+      "perturbed": {
+        "delta_-0.05": {
+          "base_only": 3098,
+          "aligned_only": 1560,
+          "shared_aligned": 3403,
+          "shared_redirected": 9201,
+          "shared_intermediate": 7314,
+          "shared_attenuated": 0,
+          "other": 0
+        },
+        "delta_+0.05": {
+          "base_only": 6526,
+          "aligned_only": 3453,
+          "shared_aligned": 2068,
+          "shared_redirected": 7069,
+          "shared_intermediate": 5460,
+          "shared_attenuated": 0,
+          "other": 0
+        }
+      },
+      "perturbation": 0.05
+    },
+    "13": {
+      "original": {
+        "shared_redirected": 9393,
+        "shared_intermediate": 8081,
+        "base_only": 3041,
+        "shared_aligned": 2669,
+        "aligned_only": 1392
+      },
+      "perturbed": {
+        "delta_-0.05": {
+          "base_only": 1800,
+          "aligned_only": 845,
+          "shared_aligned": 3022,
+          "shared_redirected": 10094,
+          "shared_intermediate": 8815,
+          "shared_attenuated": 0,
+          "other": 0
+        },
+        "delta_+0.05": {
+          "base_only": 5121,
+          "aligned_only": 2474,
+          "shared_aligned": 2031,
+          "shared_redirected": 8218,
+          "shared_intermediate": 6732,
+          "shared_attenuated": 0,
+          "other": 0
+        }
+      },
+      "perturbation": 0.05
+    },
+    "14": {
+      "original": {
+        "shared_redirected": 9247,
+        "base_only": 4609,
+        "shared_intermediate": 4229,
+        "aligned_only": 2292,
+        "shared_aligned": 2107,
+        "shared_attenuated": 2092
+      },
+      "perturbed": {
+        "delta_-0.05": {
+          "base_only": 2008,
+          "aligned_only": 921,
+          "shared_aligned": 2965,
+          "shared_redirected": 11424,
+          "shared_intermediate": 5725,
+          "shared_attenuated": 1533,
+          "other": 0
+        },
+        "delta_+0.05": {
+          "base_only": 7950,
+          "aligned_only": 5052,
+          "shared_aligned": 1379,
+          "shared_redirected": 5406,
+          "shared_intermediate": 2165,
+          "shared_attenuated": 2624,
+          "other": 0
+        }
+      },
+      "perturbation": 0.05
+    }
+  },
+  "counterfactual_shift_by_layer": {
+    "12": {
+      "aligned_only": {
+        "mean_shift": 2.2766621525107953e-06,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 6084
+      },
+      "base_only": {
+        "mean_shift": -2.568851394574549e-06,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 3467
+      },
+      "shared_aligned": {
+        "mean_shift": 0.00018095357842273262,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.09195232205092907,
+        "count": 1486
+      },
+      "shared_attenuated": {
+        "mean_shift": -1.0541640883041274e-07,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 2812
+      },
+      "shared_intermediate": {
+        "mean_shift": 2.315150216625542e-08,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 4922
+      },
+      "shared_redirected": {
+        "mean_shift": -1.3746285198566602e-07,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 5805
+      }
+    },
+    "13": {
+      "aligned_only": {
+        "mean_shift": 7.409373586140498e-06,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 6084
+      },
+      "base_only": {
+        "mean_shift": -1.1053492490492892e-05,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 3467
+      },
+      "shared_aligned": {
+        "mean_shift": 0.00019484710632688615,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.09973335079848766,
+        "count": 1486
+      },
+      "shared_attenuated": {
+        "mean_shift": -1.985480392448661e-06,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 2812
+      },
+      "shared_intermediate": {
+        "mean_shift": 3.9290498327251884e-08,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 4922
+      },
+      "shared_redirected": {
+        "mean_shift": -1.7551452070176433e-07,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 5805
+      }
+    },
+    "14": {
+      "aligned_only": {
+        "mean_shift": 3.364509558595365e-05,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 6084
+      },
+      "base_only": {
+        "mean_shift": -3.5504677135829413e-05,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 3467
+      },
+      "shared_aligned": {
+        "mean_shift": 0.0003855111859048331,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.11618590541183949,
+        "count": 1486
+      },
+      "shared_attenuated": {
+        "mean_shift": -9.63817584883231e-06,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 2812
+      },
+      "shared_intermediate": {
+        "mean_shift": 2.184999210256547e-07,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 4922
+      },
+      "shared_redirected": {
+        "mean_shift": 4.39443286374644e-07,
+        "median_shift": 0.0,
+        "p95_abs_shift": 0.0,
+        "count": 5805
+      }
+    }
+  },
+  "total_features": 24576,
+  "fve_base": 0.6947082683678073,
+  "fve_aligned": 0.6870226214069346,
+  "fve_base_by_layer": [
+    0.6774334142969541,
+    0.6886444531810221,
+    0.7180468839500587
+  ],
+  "fve_aligned_by_layer": [
+    0.6701876355715447,
+    0.6808480033699754,
+    0.7100321675470362
+  ],
+  "val_fve_base_by_layer": [
+    0.6774334142969541,
+    0.6886444531810221,
+    0.7180468839500587
+  ],
+  "val_fve_aligned_by_layer": [
+    0.6701876355715447,
+    0.6808480033699754,
+    0.7100321675470362
+  ],
+  "dead_neuron_fraction": 0.9609958831845009,
+  "l0_sparsity_base": 77.30068727438727,
+  "l0_sparsity_aligned": 76.21462362437518,
+  "l0_base_by_layer": [
+    65.64209354932866,
+    76.70472124927029,
+    89.5552393461763
+  ],
+  "l0_aligned_by_layer": [
+    64.81115002918855,
+    75.33169147694105,
+    88.50102159953299
+  ],
+  "val_l0_base": 78.84989721487953,
+  "val_l0_aligned": 77.61215010238567,
+  "val_l0_base_by_layer": [
+    66.79128493064361,
+    78.28724914071448,
+    91.47114966427469
+  ],
+  "val_l0_aligned_by_layer": [
+    65.80791884816755,
+    76.6645397166307,
+    90.36398343390819
+  ],
+  "superposition_fraction": 0.0
+}

v1/assembled_activations/llama32-3b-grpo/metrics/training_metrics.json

@@ -0,0 +1,524 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
+    7,
+    8
+  ],
+  "train_loss": [
+    0.07674359122668521,
+    0.04322117879786689,
+    0.041181389142373674,
+    0.040074929835299825,
+    0.0392595374999134,
+    0.03860885386235068,
+    0.038139252809800045,
+    0.03787409050974036
+  ],
+  "val_loss": [
+    0.045276696184230726,
+    0.042513850998347966,
+    0.04139913450829021,
+    0.04075757585738966,
+    0.04028706457368366,
+    0.0400088208079026,
+    0.039891897734859225,
+    0.03987071945951247
+  ],
+  "train_fve_base": [
+    0.5218191150209165,
+    0.6581393129562538,
+    0.6788746238589913,
+    0.6907193261979967,
+    0.6996899498740763,
+    0.7067874284146894,
+    0.7117742059248898,
+    0.7144628610794682
+  ],
+  "train_fve_aligned": [
+    0.5172356182036669,
+    0.6521651021444651,
+    0.6710452417915354,
+    0.6816653398067298,
+    0.6897432762005145,
+    0.6963027055612866,
+    0.7009537841100408,
+    0.7034451776753374
+  ],
+  "val_fve_base": [
+    0.6393531760620197,
+    0.6663743301211852,
+    0.6773919553656853,
+    0.6840992772766433,
+    0.6891960114708746,
+    0.6927146209472137,
+    0.6943349950600669,
+    0.6947082683678073
+  ],
+  "val_fve_aligned": [
+    0.634585750664716,
+    0.660018102348787,
+    0.6706369740800707,
+    0.6769087074314737,
+    0.68184863584828,
+    0.6851667025326434,
+    0.6866701738372523,
+    0.6870226214069346
+  ],
+  "val_fve_base_by_layer": [
+    [
+      0.6272152599863982,
+      0.6332998275756836,
+      0.6575443794590017
+    ],
+    [
+      0.6521256428738539,
+      0.6600078350586417,
+      0.686989458755673
+    ],
+    [
+      0.6621782736004335,
+      0.6711501657026601,
+      0.6988473628203906
+    ],
+    [
+      0.6676703444950244,
+      0.6779192161809712,
+      0.7067082190388785
+    ],
+    [
+      0.6722474247997344,
+      0.6831871764198023,
+      0.7121533692195153
+    ],
+    [
+      0.6756168560207826,
+      0.6865271073985474,
+      0.7159998494917186
+    ],
+    [
+      0.6770371470151771,
+      0.6882066729805232,
+      0.7177611193107685
+    ],
+    [
+      0.6774334142969541,
+      0.6886444531810221,
+      0.7180468839500587
+    ]
+  ],
+  "val_fve_aligned_by_layer": [
+    [
+      0.6233792255062083,
+      0.6277059453944261,
+      0.6526720202406039
+    ],
+    [
+      0.6468782418685434,
+      0.653206247933872,
+      0.679969761072029
+    ],
+    [
+      0.6562783268733798,
+      0.6638215808344137,
+      0.6918109536795092
+    ],
+    [
+      0.6612628511109278,
+      0.6705732148979346,
+      0.6988899854465305
+    ],
+    [
+      0.6654992702743769,
+      0.6759732140920549,
+      0.7040733623254986
+    ],
+    [
+      0.6685321296696888,
+      0.6789075569956714,
+      0.7080603703778452
+    ],
+    [
+      0.6698048367550236,
+      0.6804219499932533,
+      0.7097836757829676
+    ],
+    [
+      0.6701876355715447,
+      0.6808480033699754,
+      0.7100321675470362
+    ]
+  ],
+  "train_fve_base_by_layer": [
+    [
+      0.513117791544396,
+      0.5155797629278442,
+      0.5367597415999787
+    ],
+    [
+      0.6441039162216587,
+      0.6522654140823707,
+      0.6780485487513144
+    ],
+    [
+      0.6628799028933848,
+      0.6730503911381914,
+      0.7006935184626849
+    ],
+    [
+      0.6733515275478085,
+      0.685189020821593,
+      0.7136173695760795
+    ],
+    [
+      0.6809947529663068,
+      0.6943080470148612,
+      0.7237669889577564
+    ],
+    [
+      0.6869359059912797,
+      0.7013317935312274,
+      0.7320945297704409
+    ],
+    [
+      0.691114535056146,
+      0.7062968335789126,
+      0.7379111921794221
+    ],
+    [
+      0.6934602800267382,
+      0.7089756050794638,
+      0.74095263758808
+    ]
+  ],
+  "train_fve_aligned_by_layer": [
+    [
+      0.5089469564914425,
+      0.510429343701244,
+      0.5323305079203493
+    ],
+    [
+      0.639565573195164,
+      0.6456975710719076,
+      0.6712321020745424
+    ],
+    [
+      0.6564315080433928,
+      0.664647905400672,
+      0.6920562531957832
+    ],
+    [
+      0.6654149732322493,
+      0.6757753993500344,
+      0.7038055851455328
+    ],
+    [
+      0.6721183056032456,
+      0.6841006580668447,
+      0.7130108071013772
+    ],
+    [
+      0.6774491685841143,
+      0.6906084561306207,
+      0.7208504371662552
+    ],
+    [
+      0.6813007789749328,
+      0.6952133505092472,
+      0.726347162510593
+    ],
+    [
+      0.6834543206437039,
+      0.6976807647049253,
+      0.729200392039422
+    ]
+  ],
+  "dead_neurons": [
+    0.8841513978133616,
+    0.9568707898076486,
+    0.9615639534110711,
+    0.9622459215026673,
+    0.961871207317134,
+    0.9613948494665677,
+    0.9610488299939345,
+    0.9609958831845009
+  ],
+  "l0_base": [
+    121.136466098124,
+    72.97896241891196,
+    72.2001569606516,
+    73.32550964979004,
+    74.82235363249325,
+    76.16007140917313,
+    77.00653347409543,
+    77.30068727438727
+  ],
+  "l0_aligned": [
+    118.93421989481003,
+    71.53167821925354,
+    71.0108692305031,
+    72.31692343431818,
+    73.82103408127588,
+    75.11973643929235,
+    75.93497887481672,
+    76.21462362437518
+  ],
+  "l0_base_by_layer": [
+    [
+      111.43872227086982,
+      118.30589608873322,
+      133.66476941039113
+    ],
+    [
+      62.302958990075894,
+      71.08327860478693,
+      85.55064214827787
+    ],
+    [
+      61.694559982486865,
+      70.65915061295972,
+      84.24675277291301
+    ],
+    [
+      62.596194541739635,
+      72.23266929363689,
+      85.14765761821366
+    ],
+    [
+      63.748741243432576,
+      74.00266345592527,
+      86.71564871570344
+    ],
+    [
+      64.77014010507881,
+      75.4961325160537,
+      88.21393388791594
+    ],
+    [
+      65.40331290134267,
+      76.38590922358435,
+      89.23037069468768
+    ],
+    [
+      65.64209354932866,
+      76.70472124927029,
+      89.5552393461763
+    ]
+  ],
+  "l0_aligned_by_layer": [
+    [
+      109.56592965557502,
+      115.97254451255108,
+      131.26417469352015
+    ],
+    [
+      61.350700525394046,
+      69.53880253940456,
+      83.70552393461763
+    ],
+    [
+      60.85610040863981,
+      69.35692133683597,
+      82.81957822533568
+    ],
+    [
+      61.81104057209574,
+      71.03205268534734,
+      84.10766929363689
+    ],
+    [
+      62.96254743140689,
+      72.73571584938703,
+      85.76483143607706
+    ],
+    [
+      63.978528166958554,
+      74.16905647985989,
+      87.21161704611792
+    ],
+    [
+      64.58822241681261,
+      75.03416885580852,
+      88.18253794512552
+    ],
+    [
+      64.81115002918855,
+      75.33169147694105,
+      88.50102159953299
+    ]
+  ],
+  "val_l0_base": [
+    76.48782280727207,
+    73.48593175598464,
+    73.73878610820671,
+    75.04906807145524,
+    76.41334242096747,
+    77.9022164469614,
+    78.6846667384602,
+    78.84989721487953
+  ],
+  "val_l0_aligned": [
+    75.0534313261821,
+    72.0293619844926,
+    72.63701885283305,
+    73.83349936919687,
+    75.38107467571479,
+    76.78896056170238,
+    77.48427745559452,
+    77.61215010238567
+  ],
+  "val_l0_base_by_layer": [
+    [
+      65.50414485831536,
+      74.47414921465969,
+      89.48516582069597
+    ],
+    [
+      63.45653360177085,
+      71.41803010471205,
+      85.58322427160452
+    ],
+    [
+      63.403250449615,
+      72.4886562087773,
+      85.32444371727749
+    ],
+    [
+      63.711605611271885,
+      74.16361256544502,
+      87.2719786479211
+    ],
+    [
+      64.96951353862023,
+      75.69464442867259,
+      88.5758617061595
+    ],
+    [
+      66.02416013547888,
+      77.07302576833995,
+      90.60945680628272
+    ],
+    [
+      66.63781634425618,
+      78.01167105629806,
+      91.40450482593157
+    ],
+    [
+      66.79128493064361,
+      78.28724914071448,
+      91.47114966427469
+    ]
+  ],
+  "val_l0_aligned_by_layer": [
+    [
+      64.29243019862949,
+      73.13732550655985,
+      87.73053010471205
+    ],
+    [
+      61.9127945026178,
+      70.0345222513089,
+      84.14076137043419
+    ],
+    [
+      62.49950916230367,
+      70.98451137043419,
+      84.42702879581152
+    ],
+    [
+      62.823243905112385,
+      72.5755890052356,
+      86.10165796729282
+    ],
+    [
+      64.12390925622111,
+      74.49552793652599,
+      87.52377838614099
+    ],
+    [
+      65.08524214659685,
+      75.61262000917765,
+      89.66901178010471
+    ],
+    [
+      65.6529777486911,
+      76.40794068980591,
+      90.3919066583923
+    ],
+    [
+      65.80791884816755,
+      76.6645397166307,
+      90.36398343390819
+    ]
+  ],
+  "self_recon": [
+    0.03779663238511299,
+    0.027047466899888666,
+    0.02546192713786445,
+    0.02456349793710663,
+    0.023879754270594925,
+    0.023328691720962524,
+    0.02293838971385257,
+    0.022728793613364735
+  ],
+  "cross_recon": [
+    0.03785394466065101,
+    0.027076600934990442,
+    0.025491758700410178,
+    0.0246022383432881,
+    0.023943013571946507,
+    0.02341594385669305,
+    0.02303808376897655,
+    0.02283220853215063
+  ],
+  "sparsity": [
+    0.02380538061810293,
+    0.005343071211149,
+    0.005522758250330807,
+    0.005670536276316232,
+    0.005802577443560069,
+    0.005913784346878703,
+    0.005985629326738395,
+    0.006012413198138129
+  ],
+  "val_self_recon": [
+    0.028536553528764486,
+    0.02644324319251857,
+    0.02557803145292854,
+    0.025054661449805605,
+    0.0246538199016249,
+    0.02437961772474319,
+    0.024254350498786773,
+    0.024226347998720813
+  ],
+  "val_cross_recon": [
+    0.028564947554890398,
+    0.02647020462997921,
+    0.0256076222236868,
+    0.02508811676065335,
+    0.024693033419042356,
+    0.024424381593135015,
+    0.024301334952262683,
+    0.02427353766498141
+  ],
+  "val_sparsity": [
+    0.005314163556468737,
+    0.0054825257890277505,
+    0.005578053820176118,
+    0.005667667375165599,
+    0.005756030966045033,
+    0.005859450251839236,
+    0.00591701309620866,
+    0.005934955881352668
+  ],
+  "layers": [
+    12,
+    13,
+    14
+  ],
+  "topk_mode": "model_balanced_layer_agg"
+}