Upload folder using huggingface_hub

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/separate_collated_metrics.json

@@ -0,0 +1,67 @@
+{
+  "pairs": [
+    {
+      "base_layer": 23,
+      "aligned_layer": 23,
+      "fve_base": 0.7042125956550318,
+      "fve_aligned": 0.7692668984073618,
+      "dead_fraction": 0.9671700658049419,
+      "l0_base": 221.54049912434326,
+      "l0_aligned": 220.49928852889667,
+      "class_counts": {
+        "shared_attenuated": 18132,
+        "shared_redirected": 6022,
+        "shared_intermediate": 279,
+        "shared_aligned": 99,
+        "aligned_only": 36,
+        "base_only": 7,
+        "other": 1
+      },
+      "cf_shift_mean": 0.010117368760674391,
+      "final_val_loss": 0.24384144783332085
+    },
+    {
+      "base_layer": 24,
+      "aligned_layer": 24,
+      "fve_base": 0.7030733081058682,
+      "fve_aligned": 0.7659281099029861,
+      "dead_fraction": 0.9684955228230999,
+      "l0_base": 222.29666520723876,
+      "l0_aligned": 221.60557136602452,
+      "class_counts": {
+        "shared_attenuated": 13028,
+        "shared_redirected": 11203,
+        "shared_intermediate": 182,
+        "shared_aligned": 104,
+        "aligned_only": 50,
+        "base_only": 9
+      },
+      "cf_shift_mean": 0.006354185366401658,
+      "final_val_loss": 0.2995126532166416
+    },
+    {
+      "base_layer": 25,
+      "aligned_layer": 25,
+      "fve_base": 0.7090244343143484,
+      "fve_aligned": 0.7641881127007969,
+      "dead_fraction": 0.9676592259537874,
+      "l0_base": 223.15898642732049,
+      "l0_aligned": 222.7292578809107,
+      "class_counts": {
+        "shared_attenuated": 17771,
+        "shared_redirected": 6255,
+        "shared_intermediate": 309,
+        "shared_aligned": 135,
+        "aligned_only": 102,
+        "base_only": 4
+      },
+      "cf_shift_mean": 0.00354411037864625,
+      "final_val_loss": 0.36926294449736313
+    }
+  ],
+  "summary": {
+    "n_pairs": 3,
+    "mean_fve_base": 0.7054367793584161,
+    "mean_fve_aligned": 0.7664610403370483
+  }
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14cc8e7d75cbac79e3ad36663ef038116dc4852ef9c75f9a2d4b2707027a572f
+size 3624487706

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/features/visual_evidence_features.json

@@ -0,0 +1,1001 @@
+{
+  "lost_visual_evidence": [
+    3100,
+    5929,
+    6026,
+    8277,
+    9280,
+    15102,
+    19653
+  ],
+  "redirected_visual_to_prior": [
+    18,
+    33,
+    39,
+    59,
+    91,
+    124,
+    125,
+    180,
+    233,
+    245,
+    246,
+    324,
+    364,
+    398,
+    425,
+    476,
+    511,
+    528,
+    570,
+    609,
+    651,
+    659,
+    726,
+    758,
+    823,
+    873,
+    904,
+    925,
+    1007,
+    1022,
+    1031,
+    1052,
+    1085,
+    1192,
+    1241,
+    1281,
+    1299,
+    1366,
+    1380,
+    1467,
+    1492,
+    1516,
+    1523,
+    1579,
+    1633,
+    1651,
+    1679,
+    1694,
+    1750,
+    1862,
+    1904,
+    1918,
+    1941,
+    1970,
+    1973,
+    2044,
+    2062,
+    2089,
+    2095,
+    2117,
+    2125,
+    2138,
+    2140,
+    2166,
+    2213,
+    2223,
+    2236,
+    2239,
+    2247,
+    2287,
+    2318,
+    2337,
+    2373,
+    2377,
+    2457,
+    2474,
+    2500,
+    2502,
+    2536,
+    2542,
+    2552,
+    2590,
+    2593,
+    2614,
+    2641,
+    2675,
+    2690,
+    2693,
+    2718,
+    2754,
+    2756,
+    2765,
+    2791,
+    2844,
+    2857,
+    2875,
+    2880,
+    2929,
+    2954,
+    2956,
+    3013,
+    3014,
+    3031,
+    3033,
+    3050,
+    3069,
+    3111,
+    3151,
+    3168,
+    3185,
+    3188,
+    3200,
+    3219,
+    3260,
+    3360,
+    3376,
+    3410,
+    3416,
+    3450,
+    3470,
+    3489,
+    3529,
+    3531,
+    3551,
+    3557,
+    3561,
+    3564,
+    3567,
+    3589,
+    3603,
+    3630,
+    3680,
+    3684,
+    3708,
+    3716,
+    3734,
+    3795,
+    3834,
+    3874,
+    3882,
+    3955,
+    3960,
+    3977,
+    3985,
+    4010,
+    4012,
+    4024,
+    4148,
+    4150,
+    4167,
+    4235,
+    4243,
+    4298,
+    4315,
+    4327,
+    4338,
+    4339,
+    4349,
+    4403,
+    4416,
+    4430,
+    4432,
+    4449,
+    4483,
+    4515,
+    4561,
+    4614,
+    4631,
+    4657,
+    4702,
+    4721,
+    4729,
+    4744,
+    4754,
+    4758,
+    4763,
+    4779,
+    4854,
+    4858,
+    4873,
+    4879,
+    4922,
+    4942,
+    4964,
+    5022,
+    5066,
+    5070,
+    5094,
+    5149,
+    5155,
+    5157,
+    5180,
+    5192,
+    5210,
+    5213,
+    5239,
+    5272,
+    5302,
+    5314,
+    5323,
+    5343,
+    5365,
+    5377,
+    5393,
+    5396,
+    5466,
+    5524,
+    5533,
+    5637,
+    5664,
+    5747,
+    5778,
+    5787,
+    5802,
+    5810,
+    5814,
+    5828,
+    5855,
+    5914,
+    5953,
+    6024,
+    6025,
+    6043,
+    6091,
+    6093,
+    6127,
+    6176,
+    6201,
+    6204,
+    6208,
+    6268,
+    6269,
+    6312,
+    6348,
+    6353,
+    6362,
+    6368,
+    6400,
+    6409,
+    6416,
+    6427,
+    6471,
+    6482,
+    6508,
+    6544,
+    6567,
+    6594,
+    6601,
+    6644,
+    6656,
+    6694,
+    6704,
+    6734,
+    6749,
+    6758,
+    6767,
+    6809,
+    6810,
+    6822,
+    6834,
+    6854,
+    6864,
+    6869,
+    6883,
+    6911,
+    6927,
+    6931,
+    6982,
+    6989,
+    7001,
+    7012,
+    7027,
+    7059,
+    7065,
+    7094,
+    7107,
+    7116,
+    7120,
+    7121,
+    7128,
+    7150,
+    7152,
+    7186,
+    7190,
+    7207,
+    7250,
+    7309,
+    7323,
+    7324,
+    7337,
+    7350,
+    7352,
+    7368,
+    7404,
+    7449,
+    7456,
+    7461,
+    7504,
+    7526,
+    7551,
+    7565,
+    7593,
+    7650,
+    7653,
+    7683,
+    7701,
+    7713,
+    7749,
+    7780,
+    7783,
+    7809,
+    7845,
+    7852,
+    7869,
+    7871,
+    8011,
+    8093,
+    8128,
+    8165,
+    8187,
+    8200,
+    8224,
+    8229,
+    8374,
+    8381,
+    8386,
+    8388,
+    8434,
+    8461,
+    8465,
+    8490,
+    8516,
+    8569,
+    8637,
+    8638,
+    8641,
+    8655,
+    8657,
+    8702,
+    8743,
+    8752,
+    8766,
+    8806,
+    8834,
+    8840,
+    8847,
+    8888,
+    8936,
+    8963,
+    8984,
+    9022,
+    9057,
+    9106,
+    9128,
+    9165,
+    9180,
+    9188,
+    9191,
+    9218,
+    9235,
+    9247,
+    9349,
+    9364,
+    9390,
+    9426,
+    9472,
+    9483,
+    9605,
+    9625,
+    9663,
+    9733,
+    9756,
+    9765,
+    9786,
+    9846,
+    9849,
+    9857,
+    9866,
+    9883,
+    9899,
+    9900,
+    9930,
+    10022,
+    10034,
+    10060,
+    10064,
+    10095,
+    10105,
+    10128,
+    10131,
+    10144,
+    10165,
+    10169,
+    10176,
+    10177,
+    10225,
+    10237,
+    10255,
+    10294,
+    10295,
+    10304,
+    10323,
+    10329,
+    10373,
+    10375,
+    10381,
+    10390,
+    10435,
+    10452,
+    10489,
+    10495,
+    10533,
+    10726,
+    10759,
+    10760,
+    10838,
+    10850,
+    10854,
+    10862,
+    10877,
+    10896,
+    10922,
+    10938,
+    10956,
+    11045,
+    11072,
+    11111,
+    11114,
+    11127,
+    11128,
+    11139,
+    11162,
+    11163,
+    11182,
+    11184,
+    11197,
+    11203,
+    11220,
+    11262,
+    11264,
+    11273,
+    11342,
+    11357,
+    11457,
+    11470,
+    11472,
+    11537,
+    11539,
+    11546,
+    11547,
+    11549,
+    11561,
+    11608,
+    11609,
+    11644,
+    11730,
+    11741,
+    11747,
+    11777,
+    11874,
+    11882,
+    11907,
+    11946,
+    11969,
+    11976,
+    11985,
+    12030,
+    12034,
+    12067,
+    12076,
+    12131,
+    12188,
+    12189,
+    12196,
+    12215,
+    12235,
+    12306,
+    12319,
+    12420,
+    12450,
+    12508,
+    12539,
+    12576,
+    12595,
+    12648,
+    12685,
+    12752,
+    12775,
+    12813,
+    12817,
+    12838,
+    12847,
+    12853,
+    12921,
+    12989,
+    12995,
+    13170,
+    13193,
+    13262,
+    13266,
+    13305,
+    13311,
+    13345,
+    13361,
+    13374,
+    13395,
+    13474,
+    13500,
+    13688,
+    13695,
+    13740,
+    13777,
+    13816,
+    13821,
+    13840,
+    13846,
+    13866,
+    13900,
+    13948,
+    13972,
+    13989,
+    13992,
+    13998,
+    14047,
+    14052,
+    14110,
+    14112,
+    14207,
+    14229,
+    14231,
+    14232,
+    14234,
+    14276,
+    14295,
+    14303,
+    14391,
+    14422,
+    14433,
+    14446,
+    14458,
+    14508,
+    14509,
+    14529,
+    14698,
+    14725,
+    14728,
+    14746,
+    14755,
+    14761,
+    14811,
+    14829,
+    14854,
+    14878,
+    14899,
+    14901,
+    14910,
+    14925,
+    14940,
+    14941,
+    14971,
+    14974,
+    15039,
+    15091,
+    15093,
+    15094,
+    15135,
+    15170,
+    15180,
+    15226,
+    15230,
+    15268,
+    15277,
+    15280,
+    15285,
+    15313,
+    15328,
+    15335,
+    15366,
+    15379,
+    15428,
+    15474,
+    15497,
+    15522,
+    15523,
+    15593,
+    15607,
+    15621,
+    15648,
+    15652,
+    15705,
+    15758,
+    15777,
+    15780,
+    15786,
+    15789,
+    15819,
+    15822,
+    15824,
+    15851,
+    15871,
+    15886,
+    15907,
+    15963,
+    15998,
+    16000,
+    16086,
+    16129,
+    16130,
+    16150,
+    16189,
+    16203,
+    16214,
+    16231,
+    16236,
+    16260,
+    16270,
+    16312,
+    16327,
+    16333,
+    16381,
+    16398,
+    16404,
+    16412,
+    16430,
+    16471,
+    16505,
+    16510,
+    16523,
+    16538,
+    16568,
+    16574,
+    16619,
+    16638,
+    16651,
+    16678,
+    16681,
+    16688,
+    16692,
+    16705,
+    16794,
+    16816,
+    16819,
+    16821,
+    16825,
+    16844,
+    16985,
+    17021,
+    17029,
+    17035,
+    17039,
+    17050,
+    17054,
+    17059,
+    17070,
+    17093,
+    17109,
+    17113,
+    17171,
+    17216,
+    17230,
+    17272,
+    17274,
+    17290,
+    17298,
+    17304,
+    17320,
+    17384,
+    17407,
+    17444,
+    17449,
+    17453,
+    17464,
+    17490,
+    17496,
+    17497,
+    17566,
+    17614,
+    17629,
+    17651,
+    17653,
+    17691,
+    17703,
+    17718,
+    17730,
+    17815,
+    17854,
+    17893,
+    17910,
+    17922,
+    17925,
+    17973,
+    18016,
+    18035,
+    18051,
+    18061,
+    18085,
+    18118,
+    18123,
+    18148,
+    18214,
+    18217,
+    18234,
+    18260,
+    18349,
+    18372,
+    18381,
+    18423,
+    18488,
+    18489,
+    18495,
+    18525,
+    18610,
+    18616,
+    18620,
+    18684,
+    18715,
+    18721,
+    18725,
+    18737,
+    18749,
+    18763,
+    18793,
+    18804,
+    18834,
+    18846,
+    18847,
+    18864,
+    18893,
+    18931,
+    18978,
+    18985,
+    18994,
+    19014,
+    19026,
+    19032,
+    19076,
+    19088,
+    19092,
+    19117,
+    19134,
+    19151,
+    19154,
+    19175,
+    19186,
+    19208,
+    19234,
+    19252,
+    19286,
+    19329,
+    19349,
+    19382,
+    19387,
+    19389,
+    19390,
+    19403,
+    19448,
+    19497,
+    19518,
+    19610,
+    19623,
+    19625,
+    19689,
+    19759,
+    19772,
+    19803,
+    19828,
+    19829,
+    19847,
+    19904,
+    19934,
+    19937,
+    19984,
+    19994,
+    19999,
+    20016,
+    20044,
+    20060,
+    20154,
+    20208,
+    20251,
+    20285,
+    20336,
+    20352,
+    20367,
+    20417,
+    20430,
+    20439,
+    20456,
+    20467,
+    20477,
+    20495,
+    20561,
+    20629,
+    20650,
+    20706,
+    20745,
+    20750,
+    20758,
+    20781,
+    20796,
+    20846,
+    20857,
+    20876,
+    20905,
+    20908,
+    20957,
+    20960,
+    20987,
+    21102,
+    21116,
+    21125,
+    21127,
+    21139,
+    21162,
+    21168,
+    21172,
+    21177,
+    21181,
+    21190,
+    21204,
+    21253,
+    21258,
+    21314,
+    21340,
+    21347,
+    21358,
+    21393,
+    21434,
+    21478,
+    21515,
+    21549,
+    21584,
+    21586,
+    21685,
+    21833,
+    21854,
+    21879,
+    21902,
+    21948,
+    21958,
+    22035,
+    22040,
+    22099,
+    22107,
+    22112,
+    22120,
+    22158,
+    22161,
+    22165,
+    22172,
+    22173,
+    22198,
+    22200,
+    22204,
+    22276,
+    22315,
+    22316,
+    22349,
+    22356,
+    22391,
+    22393,
+    22411,
+    22433,
+    22497,
+    22506,
+    22514,
+    22534,
+    22543,
+    22546,
+    22587,
+    22644,
+    22658,
+    22700,
+    22703,
+    22709,
+    22722,
+    22725,
+    22728,
+    22773,
+    22804,
+    22811,
+    22835,
+    22842,
+    22859,
+    22915,
+    22949,
+    22969,
+    22997,
+    23011,
+    23034,
+    23035,
+    23049,
+    23067,
+    23077,
+    23131,
+    23141,
+    23160,
+    23165,
+    23183,
+    23238,
+    23241,
+    23340,
+    23374,
+    23416,
+    23418,
+    23432,
+    23443,
+    23460,
+    23490,
+    23507,
+    23521,
+    23540,
+    23589,
+    23612,
+    23620,
+    23653,
+    23711,
+    23796,
+    23834,
+    23850,
+    23877,
+    23902,
+    23916,
+    23934,
+    23990,
+    24034,
+    24063,
+    24064,
+    24081,
+    24099,
+    24100,
+    24105,
+    24110,
+    24134,
+    24138,
+    24148,
+    24195,
+    24205,
+    24209,
+    24218,
+    24228,
+    24290,
+    24321,
+    24343,
+    24374,
+    24377,
+    24448,
+    24469,
+    24470,
+    24476,
+    24500,
+    24517
+  ],
+  "new_compensatory_visual": [
+    700,
+    3525,
+    4163,
+    4289,
+    4773,
+    5038,
+    6029,
+    6391,
+    7615,
+    7794,
+    8427,
+    8592,
+    10467,
+    12250,
+    12260,
+    12515,
+    13155,
+    14337,
+    14347,
+    14612,
+    16241,
+    17291,
+    17617,
+    18470,
+    18679,
+    19886,
+    20043,
+    20085,
+    20455,
+    20935,
+    21077,
+    21649,
+    22569,
+    23045
+  ]
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/metrics/aggregate_metrics.json

@@ -0,0 +1,29 @@
+{
+  "feature_sharing_ratio": 0.9982502543234995,
+  "semantic_stability_score": 0.30747620964256694,
+  "counterfactual_sensitivity_shift": {
+    "shared_attenuated": 0.0016237774463156549,
+    "shared_intermediate": 0.0015205263597111243,
+    "shared_redirected": 1.174188200494714e-05,
+    "shared_aligned": 0.003608772827481682,
+    "aligned_only": 0.043021627792364195,
+    "base_only": -0.0025005878498112516,
+    "other": 0.023535722866654396
+  },
+  "superposition_fraction": 0.0,
+  "fve_base": 0.7042125956550318,
+  "fve_aligned": 0.7692668984073618,
+  "dead_neuron_fraction": 0.9671700658049419,
+  "l0_sparsity_base": 221.54049912434326,
+  "l0_sparsity_aligned": 220.49928852889667,
+  "class_counts": {
+    "shared_attenuated": 18132,
+    "shared_redirected": 6022,
+    "shared_intermediate": 279,
+    "shared_aligned": 99,
+    "aligned_only": 36,
+    "base_only": 7,
+    "other": 1
+  },
+  "total_features": 24576
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/metrics/cf_shift_by_class.json

@@ -0,0 +1,86 @@
+{
+  "shared_attenuated": {
+    "count": 18132,
+    "cf_shift_mean": 0.0016237774463156549,
+    "cf_shift_std": 0.1638977027337505,
+    "cf_shift_median": 0.0,
+    "cf_base_mean": 0.027319504048833126,
+    "cf_aligned_mean": 0.028943281497448254,
+    "high_cf_base_count": 5294,
+    "low_cf_base_count": 12838,
+    "high_cf_aligned_count": 5304,
+    "low_cf_aligned_count": 12828
+  },
+  "shared_intermediate": {
+    "count": 279,
+    "cf_shift_mean": 0.0015205263597111243,
+    "cf_shift_std": 0.005262732145626273,
+    "cf_shift_median": 0.000548084732145071,
+    "cf_base_mean": 0.00030512290639986094,
+    "cf_aligned_mean": 0.0018256492648135699,
+    "high_cf_base_count": 88,
+    "low_cf_base_count": 191,
+    "high_cf_aligned_count": 263,
+    "low_cf_aligned_count": 16
+  },
+  "shared_redirected": {
+    "count": 6022,
+    "cf_shift_mean": 1.174188200494714e-05,
+    "cf_shift_std": 0.00040212837067218584,
+    "cf_shift_median": 0.0,
+    "cf_base_mean": 1.3816531966293181e-05,
+    "cf_aligned_mean": 2.555841400807598e-05,
+    "high_cf_base_count": 1319,
+    "low_cf_base_count": 4703,
+    "high_cf_aligned_count": 1786,
+    "low_cf_aligned_count": 4236
+  },
+  "shared_aligned": {
+    "count": 99,
+    "cf_shift_mean": 0.003608772827481682,
+    "cf_shift_std": 0.004720654095418861,
+    "cf_shift_median": 0.0022691101767122746,
+    "cf_base_mean": 0.0004200104357300686,
+    "cf_aligned_mean": 0.004028783266837097,
+    "high_cf_base_count": 33,
+    "low_cf_base_count": 66,
+    "high_cf_aligned_count": 93,
+    "low_cf_aligned_count": 6
+  },
+  "aligned_only": {
+    "count": 36,
+    "cf_shift_mean": 0.043021627792364195,
+    "cf_shift_std": 0.05666513520963363,
+    "cf_shift_median": 0.03324298746883869,
+    "cf_base_mean": 0.17281816569511144,
+    "cf_aligned_mean": 0.2158397933235392,
+    "high_cf_base_count": 26,
+    "low_cf_base_count": 10,
+    "high_cf_aligned_count": 34,
+    "low_cf_aligned_count": 2
+  },
+  "base_only": {
+    "count": 7,
+    "cf_shift_mean": -0.0025005878498112516,
+    "cf_shift_std": 0.0018424130777875871,
+    "cf_shift_median": -0.0017425792757421732,
+    "cf_base_mean": 0.002508595843599843,
+    "cf_aligned_mean": 8.007995867436485e-06,
+    "high_cf_base_count": 7,
+    "low_cf_base_count": 0,
+    "high_cf_aligned_count": 2,
+    "low_cf_aligned_count": 5
+  },
+  "other": {
+    "count": 1,
+    "cf_shift_mean": 0.023535722866654396,
+    "cf_shift_std": 0.0,
+    "cf_shift_median": 0.023535722866654396,
+    "cf_base_mean": 0.0,
+    "cf_aligned_mean": 0.023535722866654396,
+    "high_cf_base_count": 0,
+    "low_cf_base_count": 1,
+    "high_cf_aligned_count": 1,
+    "low_cf_aligned_count": 0
+  }
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/metrics/shared_geometry_metrics.json

@@ -0,0 +1,197 @@
+{
+  "shared_aligned": {
+    "n": 99,
+    "rho_mean": 0.5852768252594303,
+    "rho_std": 0.038518278128848414,
+    "theta_mean": 0.8705649399998212,
+    "theta_std": 0.04151746122171121,
+    "angle_deg_mean": 29.07278130179428,
+    "angle_deg_std": 5.091284508410272,
+    "norm_ratio_raw_mean": 1.4342468791587353,
+    "norm_ratio_raw_std": 0.2545244106679507,
+    "linear_map": {
+      "sv_mean": 0.04698773846030235,
+      "sv_std": 0.2650875151157379,
+      "condition_number": 79810448249.35822,
+      "mean_principal_angle_deg": 29.072809485185996,
+      "singular_values": [
+        3.005326271057129,
+        2.515868663787842,
+        2.433473825454712,
+        2.283653736114502,
+        2.1902146339416504,
+        1.9924904108047485,
+        1.966896891593933,
+        1.9339196681976318,
+        1.9081597328186035,
+        1.8813163042068481,
+        1.8551608324050903,
+        1.8293986320495605,
+        1.8063632249832153,
+        1.7710895538330078,
+        1.7583503723144531,
+        1.738375186920166,
+        1.7137211561203003,
+        1.708937644958496,
+        1.6815414428710938,
+        1.6695821285247803
+      ]
+    }
+  },
+  "shared_redirected": {
+    "n": 6022,
+    "rho_mean": 0.52594428560695,
+    "rho_std": 0.01131293738110815,
+    "theta_mean": 0.26631199544136686,
+    "theta_std": 0.08174847011854822,
+    "angle_deg_mean": 74.49308827495356,
+    "angle_deg_std": 4.880706475355635,
+    "norm_ratio_raw_mean": 1.110819796578607,
+    "norm_ratio_raw_std": 0.05778641259580583,
+    "linear_map": {
+      "sv_mean": 0.9001240134239197,
+      "sv_std": 0.7405459880828857,
+      "condition_number": 21607.952403215077,
+      "mean_principal_angle_deg": 69.02195073299777,
+      "singular_values": [
+        4.850142478942871,
+        3.519436836242676,
+        3.4340555667877197,
+        3.3956546783447266,
+        3.3647284507751465,
+        3.339272975921631,
+        3.31466007232666,
+        3.3027052879333496,
+        3.2814881801605225,
+        3.2563843727111816,
+        3.242420196533203,
+        3.228928804397583,
+        3.224658727645874,
+        3.20127272605896,
+        3.190039873123169,
+        3.185368299484253,
+        3.1712265014648438,
+        3.1667826175689697,
+        3.152120590209961,
+        3.148538112640381
+      ]
+    }
+  },
+  "shared_intermediate": {
+    "n": 279,
+    "rho_mean": 0.5738926017156212,
+    "rho_std": 0.03436800121749737,
+    "theta_mean": 0.6500241213801942,
+    "theta_std": 0.08613039928601911,
+    "angle_deg_mean": 49.129327646732115,
+    "angle_deg_std": 6.589771436966567,
+    "norm_ratio_raw_mean": 1.3642027572543451,
+    "norm_ratio_raw_std": 0.21825599036879947,
+    "linear_map": {
+      "sv_mean": 0.12508030235767365,
+      "sv_std": 0.41280752420425415,
+      "condition_number": 27322774865.719025,
+      "mean_principal_angle_deg": 49.129342379132034,
+      "singular_values": [
+        3.700270175933838,
+        2.7557289600372314,
+        2.697946548461914,
+        2.618410348892212,
+        2.492190361022949,
+        2.4403510093688965,
+        2.423983097076416,
+        2.2973451614379883,
+        2.236149311065674,
+        2.2046127319335938,
+        2.1727442741394043,
+        2.128541946411133,
+        2.096129894256592,
+        2.0565996170043945,
+        2.053281307220459,
+        2.0148885250091553,
+        2.0006186962127686,
+        1.9832171201705933,
+        1.970442771911621,
+        1.9552055597305298
+      ]
+    }
+  },
+  "shared_attenuated": {
+    "n": 18132,
+    "rho_mean": 0.5009636842199253,
+    "rho_std": 0.010892673934716204,
+    "theta_mean": 0.312802386911454,
+    "theta_std": 0.22105573875856924,
+    "angle_deg_mean": 69.18933875138276,
+    "angle_deg_std": 21.25154157258352,
+    "norm_ratio_raw_mean": 1.0047789499687665,
+    "norm_ratio_raw_std": 0.04206147825544673,
+    "linear_map": {
+      "sv_mean": 0.5034402012825012,
+      "sv_std": 0.3296557068824768,
+      "condition_number": 273111.67280986614,
+      "mean_principal_angle_deg": 45.59500635159557,
+      "singular_values": [
+        1.964544415473938,
+        1.5463730096817017,
+        1.344693660736084,
+        1.2768621444702148,
+        1.259143590927124,
+        1.2424907684326172,
+        1.2407326698303223,
+        1.2360299825668335,
+        1.2309778928756714,
+        1.2285101413726807,
+        1.2239726781845093,
+        1.2221004962921143,
+        1.2218639850616455,
+        1.216646671295166,
+        1.2150590419769287,
+        1.2149183750152588,
+        1.213125228881836,
+        1.2106928825378418,
+        1.2091271877288818,
+        1.2074397802352905
+      ]
+    }
+  },
+  "all_shared": {
+    "n": 24532,
+    "rho_mean": 0.508265467625146,
+    "rho_std": 0.018096185825874817,
+    "theta_mean": 0.30747620964256694,
+    "theta_std": 0.2022354186284053,
+    "angle_deg_mean": 70.10124554028039,
+    "angle_deg_std": 18.90472512382825,
+    "norm_ratio_raw_mean": 1.0366301869452437,
+    "norm_ratio_raw_std": 0.0829779117500332,
+    "linear_map": {
+      "sv_mean": 0.4647239148616791,
+      "sv_std": 0.30590343475341797,
+      "condition_number": 22306.509665269252,
+      "mean_principal_angle_deg": 43.83723667812529,
+      "singular_values": [
+        2.0984504222869873,
+        1.54131281375885,
+        1.358994960784912,
+        1.2265995740890503,
+        1.1893359422683716,
+        1.1820522546768188,
+        1.1752039194107056,
+        1.1501171588897705,
+        1.14521062374115,
+        1.1437184810638428,
+        1.1374907493591309,
+        1.1345231533050537,
+        1.130570888519287,
+        1.1262097358703613,
+        1.125011682510376,
+        1.1227264404296875,
+        1.120492935180664,
+        1.1200255155563354,
+        1.1179511547088623,
+        1.1149946451187134
+      ]
+    }
+  }
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/metrics/training_metrics.json

@@ -0,0 +1,80 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4
+  ],
+  "train_loss": [
+    0.37243051699080526,
+    0.25904620805471457,
+    0.24246142757648761,
+    0.23399189081514918
+  ],
+  "val_loss": [
+    0.2728558731952887,
+    0.2528651903593103,
+    0.24538985128802154,
+    0.24384144783332085
+  ],
+  "train_fve_base": [
+    0.5439321950939199,
+    0.6787893621112893,
+    0.7063676239243044,
+    0.7212207323963434
+  ],
+  "train_fve_aligned": [
+    0.6244107845646557,
+    0.744337170115703,
+    0.7660581594799529,
+    0.777885354442062
+  ],
+  "val_fve_base": [
+    0.6542877823270429,
+    0.6875462042099518,
+    0.7006521412215307,
+    0.7042125956550318
+  ],
+  "val_fve_aligned": [
+    0.7280027176697217,
+    0.7544346879290037,
+    0.7660355249624602,
+    0.7692668984073618
+  ],
+  "dead_neurons": [
+    0.932006641987535,
+    0.9674487679031114,
+    0.9673654631223862,
+    0.9671700658049419
+  ],
+  "l0_base": [
+    231.68071366024517,
+    222.63704028021016,
+    221.57902802101577,
+    221.54049912434326
+  ],
+  "l0_aligned": [
+    226.7678232632808,
+    221.21674328663164,
+    221.0397146818447,
+    220.49928852889667
+  ],
+  "self_recon": [
+    0.22913405885490423,
+    0.1585827526150916,
+    0.14503286697592432,
+    0.13768442775847545
+  ],
+  "cross_recon": [
+    0.2479220749130739,
+    0.1819128598637283,
+    0.16879909208519586,
+    0.16144739836889335
+  ],
+  "sparsity": [
+    0.044127625719330425,
+    0.02769830952666513,
+    0.029908921802280525,
+    0.031728501611601796
+  ]
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L23/run_meta.json

@@ -0,0 +1,27 @@
+{
+  "base_model": "meta-llama/Llama-3.2-3B-Instruct",
+  "aligned_run_id": "llama32-3b-kto",
+  "position": "last_prompt",
+  "multi_type": "separate",
+  "source_activations": "interp_utils/crosscoder/results-multi-v1/v1/samelayer_separate/llama32-3b-kto/activations/activations.pt",
+  "base_activations_path": "interp_utils/crosscoder/results-multi-v1/v1/base_activations/llama32-3b-union/activations/base_activations.pt",
+  "source_layers": [
+    23,
+    24,
+    25
+  ],
+  "base_source_layers": [
+    10,
+    11,
+    12,
+    13,
+    14,
+    23,
+    24,
+    25,
+    26
+  ],
+  "layer": 23,
+  "base_layer": 23,
+  "aligned_layer": 23
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c1bec5b9b7c3891b907fdd75d8fbcf4636e2d71ccdace96a9b5a79de512244e
+size 3624487706

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/features/visual_evidence_features.json

@@ -0,0 +1,1017 @@
+{
+  "lost_visual_evidence": [
+    1879,
+    5929,
+    7336,
+    10389,
+    11751,
+    14092,
+    18264,
+    18703,
+    19653
+  ],
+  "redirected_visual_to_prior": [
+    42,
+    52,
+    97,
+    107,
+    166,
+    249,
+    253,
+    327,
+    350,
+    353,
+    368,
+    424,
+    444,
+    454,
+    462,
+    467,
+    538,
+    551,
+    552,
+    568,
+    674,
+    896,
+    903,
+    904,
+    906,
+    939,
+    984,
+    1002,
+    1011,
+    1035,
+    1065,
+    1075,
+    1105,
+    1147,
+    1166,
+    1176,
+    1199,
+    1231,
+    1282,
+    1330,
+    1432,
+    1472,
+    1519,
+    1520,
+    1563,
+    1564,
+    1592,
+    1597,
+    1628,
+    1679,
+    1703,
+    1710,
+    1758,
+    1759,
+    1768,
+    1779,
+    1812,
+    1876,
+    1938,
+    1970,
+    1982,
+    2024,
+    2026,
+    2062,
+    2072,
+    2086,
+    2095,
+    2098,
+    2117,
+    2122,
+    2161,
+    2166,
+    2208,
+    2220,
+    2229,
+    2239,
+    2240,
+    2270,
+    2277,
+    2331,
+    2337,
+    2352,
+    2364,
+    2372,
+    2510,
+    2513,
+    2536,
+    2559,
+    2587,
+    2589,
+    2632,
+    2633,
+    2641,
+    2644,
+    2675,
+    2686,
+    2688,
+    2694,
+    2715,
+    2788,
+    2790,
+    2818,
+    2839,
+    2847,
+    2865,
+    2954,
+    2995,
+    3040,
+    3084,
+    3109,
+    3125,
+    3182,
+    3188,
+    3200,
+    3236,
+    3254,
+    3316,
+    3320,
+    3361,
+    3423,
+    3427,
+    3432,
+    3438,
+    3446,
+    3503,
+    3525,
+    3540,
+    3561,
+    3563,
+    3585,
+    3590,
+    3626,
+    3640,
+    3684,
+    3692,
+    3697,
+    3702,
+    3704,
+    3707,
+    3708,
+    3715,
+    3724,
+    3735,
+    3761,
+    3860,
+    3889,
+    3891,
+    3926,
+    3930,
+    3935,
+    3947,
+    3969,
+    3996,
+    4001,
+    4020,
+    4024,
+    4027,
+    4046,
+    4092,
+    4177,
+    4192,
+    4219,
+    4225,
+    4245,
+    4321,
+    4373,
+    4377,
+    4423,
+    4424,
+    4433,
+    4443,
+    4449,
+    4483,
+    4484,
+    4494,
+    4511,
+    4536,
+    4544,
+    4559,
+    4563,
+    4575,
+    4577,
+    4599,
+    4620,
+    4662,
+    4676,
+    4740,
+    4779,
+    4792,
+    4809,
+    4811,
+    4847,
+    4862,
+    4953,
+    4985,
+    5013,
+    5026,
+    5062,
+    5101,
+    5122,
+    5127,
+    5199,
+    5210,
+    5302,
+    5342,
+    5347,
+    5350,
+    5353,
+    5384,
+    5393,
+    5407,
+    5438,
+    5441,
+    5453,
+    5475,
+    5571,
+    5591,
+    5604,
+    5611,
+    5660,
+    5687,
+    5700,
+    5767,
+    5773,
+    5872,
+    5914,
+    5953,
+    5956,
+    5971,
+    5976,
+    6015,
+    6040,
+    6042,
+    6052,
+    6063,
+    6105,
+    6127,
+    6148,
+    6208,
+    6223,
+    6230,
+    6238,
+    6266,
+    6268,
+    6275,
+    6326,
+    6329,
+    6331,
+    6338,
+    6353,
+    6384,
+    6396,
+    6439,
+    6457,
+    6544,
+    6621,
+    6627,
+    6650,
+    6680,
+    6758,
+    6767,
+    6770,
+    6782,
+    6807,
+    6834,
+    6864,
+    6869,
+    6935,
+    6943,
+    7077,
+    7078,
+    7091,
+    7093,
+    7128,
+    7130,
+    7141,
+    7176,
+    7181,
+    7188,
+    7208,
+    7213,
+    7220,
+    7237,
+    7252,
+    7285,
+    7315,
+    7335,
+    7386,
+    7414,
+    7438,
+    7461,
+    7471,
+    7586,
+    7600,
+    7635,
+    7643,
+    7733,
+    7766,
+    7845,
+    7893,
+    7979,
+    7985,
+    8068,
+    8089,
+    8137,
+    8159,
+    8163,
+    8187,
+    8211,
+    8247,
+    8251,
+    8325,
+    8334,
+    8353,
+    8358,
+    8370,
+    8383,
+    8387,
+    8413,
+    8430,
+    8516,
+    8551,
+    8569,
+    8587,
+    8657,
+    8669,
+    8766,
+    8777,
+    8806,
+    8820,
+    8834,
+    8842,
+    8883,
+    8903,
+    8929,
+    8984,
+    9041,
+    9057,
+    9059,
+    9092,
+    9103,
+    9108,
+    9129,
+    9136,
+    9165,
+    9175,
+    9193,
+    9217,
+    9223,
+    9235,
+    9251,
+    9258,
+    9263,
+    9315,
+    9338,
+    9349,
+    9391,
+    9411,
+    9422,
+    9507,
+    9558,
+    9595,
+    9620,
+    9621,
+    9625,
+    9644,
+    9649,
+    9669,
+    9679,
+    9715,
+    9844,
+    9846,
+    9857,
+    9866,
+    9888,
+    9921,
+    9927,
+    9930,
+    10022,
+    10039,
+    10062,
+    10143,
+    10162,
+    10174,
+    10239,
+    10252,
+    10253,
+    10255,
+    10304,
+    10346,
+    10375,
+    10435,
+    10440,
+    10445,
+    10498,
+    10500,
+    10546,
+    10559,
+    10567,
+    10577,
+    10634,
+    10637,
+    10651,
+    10654,
+    10682,
+    10755,
+    10808,
+    10814,
+    10824,
+    10850,
+    10862,
+    10930,
+    10953,
+    10956,
+    10965,
+    11003,
+    11006,
+    11035,
+    11081,
+    11097,
+    11148,
+    11161,
+    11164,
+    11189,
+    11215,
+    11220,
+    11255,
+    11261,
+    11264,
+    11285,
+    11328,
+    11389,
+    11437,
+    11447,
+    11472,
+    11473,
+    11497,
+    11513,
+    11530,
+    11549,
+    11581,
+    11628,
+    11637,
+    11649,
+    11654,
+    11679,
+    11680,
+    11704,
+    11720,
+    11754,
+    11760,
+    11779,
+    11783,
+    11788,
+    11792,
+    11826,
+    11838,
+    11883,
+    11903,
+    11910,
+    11919,
+    11946,
+    11958,
+    11968,
+    11973,
+    11976,
+    12006,
+    12017,
+    12032,
+    12067,
+    12102,
+    12130,
+    12174,
+    12291,
+    12306,
+    12331,
+    12341,
+    12365,
+    12418,
+    12473,
+    12508,
+    12521,
+    12533,
+    12565,
+    12573,
+    12653,
+    12716,
+    12732,
+    12765,
+    12787,
+    12838,
+    12915,
+    12918,
+    12923,
+    12958,
+    12989,
+    12995,
+    13003,
+    13020,
+    13042,
+    13049,
+    13059,
+    13093,
+    13100,
+    13135,
+    13148,
+    13169,
+    13195,
+    13243,
+    13244,
+    13262,
+    13291,
+    13312,
+    13318,
+    13361,
+    13463,
+    13465,
+    13521,
+    13561,
+    13593,
+    13663,
+    13679,
+    13738,
+    13747,
+    13782,
+    13805,
+    13819,
+    13829,
+    13866,
+    13868,
+    13875,
+    13909,
+    13937,
+    13944,
+    13990,
+    14052,
+    14077,
+    14097,
+    14214,
+    14271,
+    14314,
+    14344,
+    14350,
+    14367,
+    14393,
+    14397,
+    14452,
+    14470,
+    14490,
+    14491,
+    14507,
+    14538,
+    14546,
+    14664,
+    14744,
+    14766,
+    14786,
+    14816,
+    14868,
+    14895,
+    14914,
+    14921,
+    14925,
+    14935,
+    15000,
+    15005,
+    15027,
+    15123,
+    15137,
+    15147,
+    15178,
+    15180,
+    15205,
+    15257,
+    15329,
+    15332,
+    15345,
+    15368,
+    15379,
+    15389,
+    15393,
+    15425,
+    15438,
+    15461,
+    15484,
+    15502,
+    15537,
+    15567,
+    15603,
+    15637,
+    15652,
+    15740,
+    15763,
+    15793,
+    15824,
+    15871,
+    15934,
+    15953,
+    16079,
+    16092,
+    16105,
+    16178,
+    16190,
+    16216,
+    16236,
+    16261,
+    16303,
+    16314,
+    16353,
+    16366,
+    16395,
+    16412,
+    16422,
+    16474,
+    16484,
+    16509,
+    16527,
+    16542,
+    16609,
+    16638,
+    16651,
+    16664,
+    16665,
+    16681,
+    16698,
+    16735,
+    16759,
+    16764,
+    16794,
+    16813,
+    16847,
+    16891,
+    16901,
+    16919,
+    16937,
+    16962,
+    16987,
+    17022,
+    17115,
+    17118,
+    17129,
+    17163,
+    17173,
+    17175,
+    17240,
+    17272,
+    17294,
+    17314,
+    17384,
+    17413,
+    17456,
+    17464,
+    17472,
+    17496,
+    17501,
+    17503,
+    17547,
+    17561,
+    17599,
+    17600,
+    17656,
+    17671,
+    17673,
+    17699,
+    17710,
+    17750,
+    17752,
+    17761,
+    17762,
+    17801,
+    17819,
+    17847,
+    17850,
+    17905,
+    17927,
+    17939,
+    17982,
+    18008,
+    18016,
+    18022,
+    18041,
+    18045,
+    18086,
+    18089,
+    18150,
+    18159,
+    18165,
+    18206,
+    18214,
+    18219,
+    18224,
+    18234,
+    18238,
+    18242,
+    18251,
+    18280,
+    18345,
+    18349,
+    18360,
+    18372,
+    18396,
+    18409,
+    18414,
+    18439,
+    18443,
+    18587,
+    18594,
+    18615,
+    18616,
+    18671,
+    18675,
+    18684,
+    18687,
+    18692,
+    18694,
+    18804,
+    18811,
+    18820,
+    18906,
+    18931,
+    18969,
+    18985,
+    18995,
+    19045,
+    19054,
+    19084,
+    19103,
+    19179,
+    19186,
+    19218,
+    19260,
+    19295,
+    19331,
+    19367,
+    19383,
+    19389,
+    19397,
+    19402,
+    19404,
+    19412,
+    19428,
+    19468,
+    19520,
+    19521,
+    19569,
+    19576,
+    19600,
+    19630,
+    19652,
+    19663,
+    19675,
+    19690,
+    19744,
+    19746,
+    19748,
+    19828,
+    19831,
+    19839,
+    19844,
+    19848,
+    19931,
+    19947,
+    19968,
+    19983,
+    19994,
+    19999,
+    20032,
+    20034,
+    20038,
+    20044,
+    20080,
+    20106,
+    20134,
+    20154,
+    20181,
+    20203,
+    20232,
+    20234,
+    20243,
+    20285,
+    20286,
+    20291,
+    20301,
+    20335,
+    20336,
+    20368,
+    20383,
+    20406,
+    20417,
+    20439,
+    20449,
+    20454,
+    20460,
+    20481,
+    20489,
+    20492,
+    20511,
+    20546,
+    20561,
+    20562,
+    20583,
+    20619,
+    20680,
+    20703,
+    20704,
+    20706,
+    20750,
+    20758,
+    20846,
+    20898,
+    20947,
+    20957,
+    20960,
+    20987,
+    20988,
+    21020,
+    21029,
+    21045,
+    21118,
+    21123,
+    21125,
+    21136,
+    21150,
+    21168,
+    21181,
+    21269,
+    21272,
+    21297,
+    21318,
+    21376,
+    21393,
+    21412,
+    21419,
+    21511,
+    21604,
+    21646,
+    21647,
+    21650,
+    21653,
+    21693,
+    21712,
+    21714,
+    21728,
+    21763,
+    21774,
+    21806,
+    21817,
+    21857,
+    21861,
+    21879,
+    21892,
+    21906,
+    21919,
+    21940,
+    21960,
+    21969,
+    21970,
+    21971,
+    21995,
+    22065,
+    22121,
+    22131,
+    22138,
+    22155,
+    22172,
+    22187,
+    22217,
+    22225,
+    22253,
+    22272,
+    22278,
+    22294,
+    22311,
+    22330,
+    22384,
+    22388,
+    22418,
+    22465,
+    22575,
+    22581,
+    22587,
+    22612,
+    22716,
+    22721,
+    22726,
+    22773,
+    22804,
+    22811,
+    22814,
+    22818,
+    22835,
+    22896,
+    22922,
+    22932,
+    22949,
+    22957,
+    22975,
+    22994,
+    23009,
+    23049,
+    23103,
+    23113,
+    23119,
+    23148,
+    23153,
+    23160,
+    23161,
+    23235,
+    23254,
+    23274,
+    23279,
+    23283,
+    23294,
+    23340,
+    23346,
+    23366,
+    23397,
+    23403,
+    23416,
+    23417,
+    23471,
+    23535,
+    23547,
+    23579,
+    23632,
+    23670,
+    23722,
+    23739,
+    23805,
+    23812,
+    23885,
+    23902,
+    23930,
+    23931,
+    23932,
+    24032,
+    24035,
+    24081,
+    24148,
+    24173,
+    24202,
+    24208,
+    24278,
+    24377,
+    24388,
+    24398,
+    24406,
+    24412,
+    24417,
+    24467,
+    24487,
+    24517,
+    24528
+  ],
+  "new_compensatory_visual": [
+    194,
+    1369,
+    3198,
+    4163,
+    4773,
+    5025,
+    5422,
+    5547,
+    5867,
+    5945,
+    6014,
+    6029,
+    6183,
+    6222,
+    6909,
+    7615,
+    7932,
+    8676,
+    9778,
+    10467,
+    10823,
+    12250,
+    12515,
+    12769,
+    14031,
+    14284,
+    14612,
+    14891,
+    15294,
+    16934,
+    17021,
+    17265,
+    17291,
+    18042,
+    19609,
+    19886,
+    20043,
+    20090,
+    20455,
+    20745,
+    22569,
+    23045,
+    23467,
+    23762,
+    23917,
+    24324,
+    24530
+  ]
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/metrics/aggregate_metrics.json

@@ -0,0 +1,27 @@
+{
+  "feature_sharing_ratio": 0.9975992838541666,
+  "semantic_stability_score": 0.2343373695746956,
+  "counterfactual_sensitivity_shift": {
+    "shared_attenuated": 0.0019837285430083606,
+    "shared_redirected": 4.026816593279356e-06,
+    "shared_intermediate": 0.0018395715305014964,
+    "shared_aligned": 0.003948045361959465,
+    "aligned_only": 0.03326843474525958,
+    "base_only": -0.0029186947989122323
+  },
+  "superposition_fraction": 0.0,
+  "fve_base": 0.7030733081058682,
+  "fve_aligned": 0.7659281099029861,
+  "dead_neuron_fraction": 0.9684955228230999,
+  "l0_sparsity_base": 222.29666520723876,
+  "l0_sparsity_aligned": 221.60557136602452,
+  "class_counts": {
+    "shared_attenuated": 13028,
+    "shared_redirected": 11203,
+    "shared_intermediate": 182,
+    "shared_aligned": 104,
+    "aligned_only": 50,
+    "base_only": 9
+  },
+  "total_features": 24576
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/metrics/cf_shift_by_class.json

@@ -0,0 +1,74 @@
+{
+  "shared_attenuated": {
+    "count": 13028,
+    "cf_shift_mean": 0.0019837285430083606,
+    "cf_shift_std": 0.282650820580336,
+    "cf_shift_median": 0.0,
+    "cf_base_mean": 0.04114227222148509,
+    "cf_aligned_mean": 0.0431260007205172,
+    "high_cf_base_count": 2777,
+    "low_cf_base_count": 10251,
+    "high_cf_aligned_count": 2459,
+    "low_cf_aligned_count": 10569
+  },
+  "shared_redirected": {
+    "count": 11203,
+    "cf_shift_mean": 4.026816593279356e-06,
+    "cf_shift_std": 0.0005164007614622659,
+    "cf_shift_median": 0.0,
+    "cf_base_mean": 9.911532378430246e-06,
+    "cf_aligned_mean": 1.3938348973352768e-05,
+    "high_cf_base_count": 1083,
+    "low_cf_base_count": 10120,
+    "high_cf_aligned_count": 1500,
+    "low_cf_aligned_count": 9703
+  },
+  "shared_intermediate": {
+    "count": 182,
+    "cf_shift_mean": 0.0018395715305014964,
+    "cf_shift_std": 0.007270577214693884,
+    "cf_shift_median": 0.0006974524294491857,
+    "cf_base_mean": 0.0010749125292539867,
+    "cf_aligned_mean": 0.0029144840638944338,
+    "high_cf_base_count": 42,
+    "low_cf_base_count": 140,
+    "high_cf_aligned_count": 167,
+    "low_cf_aligned_count": 15
+  },
+  "shared_aligned": {
+    "count": 104,
+    "cf_shift_mean": 0.003948045361959465,
+    "cf_shift_std": 0.005237833760297663,
+    "cf_shift_median": 0.0025839200243353844,
+    "cf_base_mean": 0.0007825403388848756,
+    "cf_aligned_mean": 0.004730585700599477,
+    "high_cf_base_count": 24,
+    "low_cf_base_count": 80,
+    "high_cf_aligned_count": 96,
+    "low_cf_aligned_count": 8
+  },
+  "aligned_only": {
+    "count": 50,
+    "cf_shift_mean": 0.03326843474525958,
+    "cf_shift_std": 0.07021060160039445,
+    "cf_shift_median": 0.016664009541273117,
+    "cf_base_mean": 0.14742137263917357,
+    "cf_aligned_mean": 0.18068980725016445,
+    "high_cf_base_count": 34,
+    "low_cf_base_count": 16,
+    "high_cf_aligned_count": 47,
+    "low_cf_aligned_count": 3
+  },
+  "base_only": {
+    "count": 9,
+    "cf_shift_mean": -0.0029186947989122323,
+    "cf_shift_std": 0.0027150856276251505,
+    "cf_shift_median": -0.0012780573451891541,
+    "cf_base_mean": 0.0029211320830250364,
+    "cf_aligned_mean": 2.4372559184687107e-06,
+    "high_cf_base_count": 9,
+    "low_cf_base_count": 0,
+    "high_cf_aligned_count": 2,
+    "low_cf_aligned_count": 7
+  }
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/metrics/shared_geometry_metrics.json

@@ -0,0 +1,197 @@
+{
+  "shared_aligned": {
+    "n": 104,
+    "rho_mean": 0.5784573004795954,
+    "rho_std": 0.03529507913795783,
+    "theta_mean": 0.871498710834063,
+    "theta_std": 0.04159748181897555,
+    "angle_deg_mean": 28.96640972596679,
+    "angle_deg_std": 5.067784823179476,
+    "norm_ratio_raw_mean": 1.3893103179395139,
+    "norm_ratio_raw_std": 0.2072466698138026,
+    "linear_map": {
+      "sv_mean": 0.04713301360607147,
+      "sv_std": 0.25783076882362366,
+      "condition_number": 9229544992.082264,
+      "mean_principal_angle_deg": 28.966429288863047,
+      "singular_values": [
+        2.7637650966644287,
+        2.0973618030548096,
+        2.0489413738250732,
+        1.9831405878067017,
+        1.9413657188415527,
+        1.8852696418762207,
+        1.8596067428588867,
+        1.8182915449142456,
+        1.8009798526763916,
+        1.762510895729065,
+        1.7410775423049927,
+        1.7187480926513672,
+        1.7138338088989258,
+        1.706300973892212,
+        1.6781723499298096,
+        1.6647847890853882,
+        1.6510075330734253,
+        1.6362907886505127,
+        1.622613787651062,
+        1.6108779907226562
+      ]
+    }
+  },
+  "shared_redirected": {
+    "n": 11203,
+    "rho_mean": 0.5148738888313884,
+    "rho_std": 0.009341712050303359,
+    "theta_mean": 0.1787380746161823,
+    "theta_std": 0.07661713163558867,
+    "angle_deg_mean": 79.66306116650077,
+    "angle_deg_std": 4.494942378512919,
+    "norm_ratio_raw_mean": 1.0621810210197042,
+    "norm_ratio_raw_std": 0.04561956631887551,
+    "linear_map": {
+      "sv_mean": 0.5570275187492371,
+      "sv_std": 0.39997440576553345,
+      "condition_number": 37779.58886713955,
+      "mean_principal_angle_deg": 71.15068847085895,
+      "singular_values": [
+        2.577564001083374,
+        1.9855904579162598,
+        1.9371533393859863,
+        1.7388125658035278,
+        1.7022207975387573,
+        1.6864153146743774,
+        1.6765691041946411,
+        1.6625959873199463,
+        1.6581484079360962,
+        1.6511861085891724,
+        1.6392844915390015,
+        1.6357882022857666,
+        1.6231379508972168,
+        1.6224931478500366,
+        1.611150860786438,
+        1.6088197231292725,
+        1.6028132438659668,
+        1.5998586416244507,
+        1.598358392715454,
+        1.5941340923309326
+      ]
+    }
+  },
+  "shared_intermediate": {
+    "n": 182,
+    "rho_mean": 0.5754222169027223,
+    "rho_std": 0.04308507214229085,
+    "theta_mean": 0.6448713636005318,
+    "theta_std": 0.08449620607070828,
+    "angle_deg_mean": 49.53562863550482,
+    "angle_deg_std": 6.441322772793491,
+    "norm_ratio_raw_mean": 1.3853372025860569,
+    "norm_ratio_raw_std": 0.30345643204846007,
+    "linear_map": {
+      "sv_mean": 0.08205960690975189,
+      "sv_std": 0.34726110100746155,
+      "condition_number": 32330846491.986298,
+      "mean_principal_angle_deg": 49.53565667247775,
+      "singular_values": [
+        4.882265567779541,
+        3.4059152603149414,
+        3.1998181343078613,
+        2.844986915588379,
+        2.6895129680633545,
+        2.465902090072632,
+        2.3907454013824463,
+        2.3863704204559326,
+        2.1603949069976807,
+        2.1278066635131836,
+        2.0923256874084473,
+        1.9769096374511719,
+        1.953098177909851,
+        1.9133061170578003,
+        1.8832237720489502,
+        1.867396593093872,
+        1.8390097618103027,
+        1.827467441558838,
+        1.8251503705978394,
+        1.8125883340835571
+      ]
+    }
+  },
+  "shared_attenuated": {
+    "n": 13028,
+    "rho_mean": 0.4964744694528676,
+    "rho_std": 0.008557146232054528,
+    "theta_mean": 0.27132669525910974,
+    "theta_std": 0.27378147368580746,
+    "angle_deg_mean": 70.6301029050361,
+    "angle_deg_std": 25.77847351272321,
+    "norm_ratio_raw_mean": 0.9865426719889023,
+    "norm_ratio_raw_std": 0.0321701688136505,
+    "linear_map": {
+      "sv_mean": 0.5500120520591736,
+      "sv_std": 0.3683850169181824,
+      "condition_number": 19617.736967680517,
+      "mean_principal_angle_deg": 51.53627030679326,
+      "singular_values": [
+        2.236515998840332,
+        1.6383894681930542,
+        1.4875417947769165,
+        1.469099521636963,
+        1.429357647895813,
+        1.4252961874008179,
+        1.4180138111114502,
+        1.4146966934204102,
+        1.4077842235565186,
+        1.4040471315383911,
+        1.4027323722839355,
+        1.399151086807251,
+        1.3971328735351562,
+        1.3921815156936646,
+        1.390627384185791,
+        1.3875021934509277,
+        1.386993169784546,
+        1.3819674253463745,
+        1.3797519207000732,
+        1.3771989345550537
+      ]
+    }
+  },
+  "all_shared": {
+    "n": 24517,
+    "rho_mean": 0.5058158815245004,
+    "rho_std": 0.015490018874006882,
+    "theta_mean": 0.2343373695746956,
+    "theta_std": 0.21836806440396078,
+    "angle_deg_mean": 74.4243686388335,
+    "angle_deg_std": 19.907574642770626,
+    "norm_ratio_raw_mean": 1.0257744239952498,
+    "norm_ratio_raw_std": 0.07283658297641754,
+    "linear_map": {
+      "sv_mean": 0.43105337023735046,
+      "sv_std": 0.29224100708961487,
+      "condition_number": 16249.249851231702,
+      "mean_principal_angle_deg": 49.92112522847659,
+      "singular_values": [
+        2.1880812644958496,
+        1.4354406595230103,
+        1.4037712812423706,
+        1.2858386039733887,
+        1.1943625211715698,
+        1.1503305435180664,
+        1.1449940204620361,
+        1.1347525119781494,
+        1.1291966438293457,
+        1.1145761013031006,
+        1.1120661497116089,
+        1.1052037477493286,
+        1.1006803512573242,
+        1.0945762395858765,
+        1.0906237363815308,
+        1.0888583660125732,
+        1.086688756942749,
+        1.0841152667999268,
+        1.0817546844482422,
+        1.0797975063323975
+      ]
+    }
+  }
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/metrics/training_metrics.json

@@ -0,0 +1,80 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4
+  ],
+  "train_loss": [
+    0.44941719681007153,
+    0.31883451257333795,
+    0.29909643972748146,
+    0.2886779261780147
+  ],
+  "val_loss": [
+    0.33530575364672077,
+    0.31098785980833765,
+    0.3015975933424465,
+    0.2995126532166416
+  ],
+  "train_fve_base": [
+    0.548873236669272,
+    0.6782608313026027,
+    0.7049145869393134,
+    0.7190955834505646
+  ],
+  "train_fve_aligned": [
+    0.6259849133090672,
+    0.7413377013738157,
+    0.7622047846107126,
+    0.7733191419120985
+  ],
+  "val_fve_base": [
+    0.6547487839978403,
+    0.6868472673506013,
+    0.6997519416334741,
+    0.7030733081058682
+  ],
+  "val_fve_aligned": [
+    0.7251678262081446,
+    0.7513201545670395,
+    0.7628917971830718,
+    0.7659281099029861
+  ],
+  "dead_neurons": [
+    0.9374001833060577,
+    0.969580116845402,
+    0.9690572976787676,
+    0.9684955228230999
+  ],
+  "l0_base": [
+    230.7901889959136,
+    223.6199102451839,
+    222.60006202568593,
+    222.29666520723876
+  ],
+  "l0_aligned": [
+    225.6679983946293,
+    221.96599532983072,
+    221.70499489200233,
+    221.60557136602452
+  ],
+  "self_recon": [
+    0.2809036394882397,
+    0.19717740715941837,
+    0.1810487013808204,
+    0.17245215868226144
+  ],
+  "cross_recon": [
+    0.30354447449708083,
+    0.22547443666899336,
+    0.20982089492569037,
+    0.20111152227865767
+  ],
+  "sparsity": [
+    0.04709576459909244,
+    0.03146732868425552,
+    0.034119378468723094,
+    0.03578115669794063
+  ]
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L24/run_meta.json

@@ -0,0 +1,27 @@
+{
+  "base_model": "meta-llama/Llama-3.2-3B-Instruct",
+  "aligned_run_id": "llama32-3b-kto",
+  "position": "last_prompt",
+  "multi_type": "separate",
+  "source_activations": "interp_utils/crosscoder/results-multi-v1/v1/samelayer_separate/llama32-3b-kto/activations/activations.pt",
+  "base_activations_path": "interp_utils/crosscoder/results-multi-v1/v1/base_activations/llama32-3b-union/activations/base_activations.pt",
+  "source_layers": [
+    23,
+    24,
+    25
+  ],
+  "base_source_layers": [
+    10,
+    11,
+    12,
+    13,
+    14,
+    23,
+    24,
+    25,
+    26
+  ],
+  "layer": 24,
+  "base_layer": 24,
+  "aligned_layer": 24
+}

v3-samelayer/v2/samelayer_separate/llama32-3b-kto/singlelayer_separate/L25/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e90fb7da70b2dfe384e760e77b4cf3acd743a6ff0dc4356f4b5bfa5d98c0d729
+size 3624487706