upload assembled qwen3-4b-orpo
Browse files- .gitattributes +1 -0
- v1/assembled_activations/qwen3-4b-orpo/activations/activations.pt +3 -0
- v1/assembled_activations/qwen3-4b-orpo/checkpoints/final.pt +3 -0
- v1/assembled_activations/qwen3-4b-orpo/features/counterfactual_scores.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/counterfactual_scores_by_layer.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/cross_layer_cosine_drift.csv +3 -0
- v1/assembled_activations/qwen3-4b-orpo/features/decoder_layer_profiles.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/feature_classification.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/merged_classification.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/model_layer_stream_patterns.csv +0 -0
- v1/assembled_activations/qwen3-4b-orpo/features/superposition_analysis.json +2311 -0
- v1/assembled_activations/qwen3-4b-orpo/metrics/aggregate_metrics.json +383 -0
- v1/assembled_activations/qwen3-4b-orpo/metrics/training_metrics.json +524 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/aligned_decoder_norm_heatmap.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/base_decoder_norm_heatmap.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/cf_shift_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/cf_shift_p95_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/class_distribution_multilayer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/class_distribution_primary.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/cross_layer_cosine_drift_by_stream.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/decoder_norm_ratio_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/feature_layer_trajectories.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/feature_sharing_ratio_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/fve_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/l0_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/layer_concentration_entropy.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/loss_curves.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/max_norm_layer_migration.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/rho_histogram_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/rho_theta_scatter_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/superposition_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/plots/theta_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-orpo/run_meta.json +30 -0
.gitattributes
CHANGED
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@@ -69,3 +69,4 @@ v1/assembled_activations/qwen3-4b-grpo/features/cross_layer_cosine_drift.csv fil
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v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-kto/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-kto/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-kto/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-kto/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-orpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
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v1/assembled_activations/qwen3-4b-orpo/activations/activations.pt
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oid sha256:e6790c538de22beceb12722c43e9b534c851882eac81f9cd485decb33061d245
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size 3747585797
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v1/assembled_activations/qwen3-4b-orpo/checkpoints/final.pt
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oid sha256:20466ea736d066c406afc178215263ece3971526944b75d460e928b319c2d61d
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size 7551253274
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v1/assembled_activations/qwen3-4b-orpo/features/counterfactual_scores.csv
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v1/assembled_activations/qwen3-4b-orpo/features/counterfactual_scores_by_layer.csv
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v1/assembled_activations/qwen3-4b-orpo/features/cross_layer_cosine_drift.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:f472722b84cbc95979365a212a3e3ca187905c3a3b521198c5c426c332570ec4
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size 22248056
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v1/assembled_activations/qwen3-4b-orpo/features/decoder_layer_profiles.csv
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v1/assembled_activations/qwen3-4b-orpo/features/feature_classification.csv
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v1/assembled_activations/qwen3-4b-orpo/features/merged_classification.csv
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v1/assembled_activations/qwen3-4b-orpo/features/model_layer_stream_patterns.csv
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The diff for this file is too large to render.
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v1/assembled_activations/qwen3-4b-orpo/features/superposition_analysis.json
ADDED
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@@ -0,0 +1,2311 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"analysis_kind": "multilayer_decoder_cosine_candidate_matches",
|
| 3 |
+
"description": "Candidate cross-layer superposition screen: aligned decoder vectors are matched against base decoder vectors across all selected layers/features. This is a geometry-derived screen, not a causal decomposition.",
|
| 4 |
+
"layers": [
|
| 5 |
+
21,
|
| 6 |
+
22,
|
| 7 |
+
23
|
| 8 |
+
],
|
| 9 |
+
"top_k": 5,
|
| 10 |
+
"cosine_threshold": 0.5,
|
| 11 |
+
"regression_candidates": 256,
|
| 12 |
+
"lasso_alpha": 0.01,
|
| 13 |
+
"n_features_analyzed": 45,
|
| 14 |
+
"features": {
|
| 15 |
+
"174": {
|
| 16 |
+
"feature_id": 174,
|
| 17 |
+
"primary_class": "aligned_only",
|
| 18 |
+
"target_layer": 22,
|
| 19 |
+
"r2": -0.00013990163766774977,
|
| 20 |
+
"n_nonzero": 0,
|
| 21 |
+
"is_superposition": false,
|
| 22 |
+
"constituent_features": [],
|
| 23 |
+
"top_base_matches": [
|
| 24 |
+
{
|
| 25 |
+
"base_feature_id": 20300,
|
| 26 |
+
"base_layer": 22,
|
| 27 |
+
"cosine": 0.3059629797935486,
|
| 28 |
+
"abs_cosine": 0.3059629797935486,
|
| 29 |
+
"is_same_feature": false,
|
| 30 |
+
"is_cross_layer": false
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"base_feature_id": 11584,
|
| 34 |
+
"base_layer": 22,
|
| 35 |
+
"cosine": 0.25396060943603516,
|
| 36 |
+
"abs_cosine": 0.25396060943603516,
|
| 37 |
+
"is_same_feature": false,
|
| 38 |
+
"is_cross_layer": false
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"base_feature_id": 8574,
|
| 42 |
+
"base_layer": 22,
|
| 43 |
+
"cosine": 0.253755658864975,
|
| 44 |
+
"abs_cosine": 0.253755658864975,
|
| 45 |
+
"is_same_feature": false,
|
| 46 |
+
"is_cross_layer": false
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"base_feature_id": 2973,
|
| 50 |
+
"base_layer": 23,
|
| 51 |
+
"cosine": 0.24943482875823975,
|
| 52 |
+
"abs_cosine": 0.24943482875823975,
|
| 53 |
+
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v1/assembled_activations/qwen3-4b-orpo/metrics/aggregate_metrics.json
ADDED
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@@ -0,0 +1,383 @@
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| 1 |
+
{
|
| 2 |
+
"crosscoder_kind": "multilayer_sparc",
|
| 3 |
+
"layers": [
|
| 4 |
+
21,
|
| 5 |
+
22,
|
| 6 |
+
23
|
| 7 |
+
],
|
| 8 |
+
"topk_mode": "model_balanced_layer_agg",
|
| 9 |
+
"topk": 400,
|
| 10 |
+
"expansion_factor": 8,
|
| 11 |
+
"dict_size": 20480,
|
| 12 |
+
"forced_shared_fraction": 0.06,
|
| 13 |
+
"class_counts": {
|
| 14 |
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"shared_attenuated": 16571,
|
| 15 |
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"shared_redirected": 3529,
|
| 16 |
+
"shared_intermediate": 322,
|
| 17 |
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"aligned_only": 45,
|
| 18 |
+
"shared_aligned": 12,
|
| 19 |
+
"base_only": 1
|
| 20 |
+
},
|
| 21 |
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"multilayer_class_counts": {
|
| 22 |
+
"drifting_or_rotating": 19011,
|
| 23 |
+
"persistent_shared": 1413,
|
| 24 |
+
"persistent_aligned_only": 26,
|
| 25 |
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"localized_aligned_only": 19,
|
| 26 |
+
"mixed_or_ambiguous": 10,
|
| 27 |
+
"persistent_base_only": 1
|
| 28 |
+
},
|
| 29 |
+
"classification_thresholds": {
|
| 30 |
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"rho_base_only": 0.4,
|
| 31 |
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"rho_aligned_only": 0.7159583929488784,
|
| 32 |
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"rho_shared_low": 0.5220519221552703,
|
| 33 |
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"rho_shared_high": 0.7159583929488784
|
| 34 |
+
},
|
| 35 |
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"threshold_sensitivity": {
|
| 36 |
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"original": {
|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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"aligned_only": 45,
|
| 41 |
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|
| 42 |
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|
| 43 |
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},
|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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"other": 0
|
| 53 |
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},
|
| 54 |
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"delta_+0.05": {
|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
+
"shared_intermediate": 118,
|
| 60 |
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"shared_attenuated": 20193,
|
| 61 |
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"other": 0
|
| 62 |
+
}
|
| 63 |
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},
|
| 64 |
+
"perturbation": 0.05
|
| 65 |
+
},
|
| 66 |
+
"class_counts_by_layer": {
|
| 67 |
+
"21": {
|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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},
|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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},
|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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}
|
| 87 |
+
},
|
| 88 |
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"feature_sharing_ratio_by_layer": {
|
| 89 |
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"21": 0.653076171875,
|
| 90 |
+
"22": 0.0,
|
| 91 |
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"23": 0.992822265625
|
| 92 |
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},
|
| 93 |
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"decoder_amplification_by_layer": {
|
| 94 |
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"21": {
|
| 95 |
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"median": 1.0298086456619888,
|
| 96 |
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"p95": 1.3548570375327846
|
| 97 |
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},
|
| 98 |
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"22": {
|
| 99 |
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"median": 1.028030642226632,
|
| 100 |
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"p95": 1.2615146434726552
|
| 101 |
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},
|
| 102 |
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|
| 103 |
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|
| 104 |
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"p95": 1.1962470614719993
|
| 105 |
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}
|
| 106 |
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},
|
| 107 |
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"classification_thresholds_by_layer": {
|
| 108 |
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"21": {
|
| 109 |
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"rho_base_only": 0.4,
|
| 110 |
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"rho_aligned_only": 0.5242248776762657,
|
| 111 |
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"rho_shared_low": 0.5130184083710869,
|
| 112 |
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"rho_shared_high": 0.5242248776762657
|
| 113 |
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},
|
| 114 |
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"22": {
|
| 115 |
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"rho_base_only": 0.5358453778339296,
|
| 116 |
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|
| 117 |
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|
| 118 |
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"rho_shared_high": 0.5358453778339296
|
| 119 |
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},
|
| 120 |
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"23": {
|
| 121 |
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|
| 122 |
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"rho_aligned_only": 0.6039901436737984,
|
| 123 |
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"rho_shared_low": 0.4990036937539465,
|
| 124 |
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"rho_shared_high": 0.6039901436737984
|
| 125 |
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}
|
| 126 |
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},
|
| 127 |
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"threshold_sensitivity_by_layer": {
|
| 128 |
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"21": {
|
| 129 |
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"original": {
|
| 130 |
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|
| 131 |
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"aligned_only": 6834,
|
| 132 |
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|
| 133 |
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|
| 134 |
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"shared_intermediate": 156,
|
| 135 |
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"shared_aligned": 2
|
| 136 |
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},
|
| 137 |
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"perturbed": {
|
| 138 |
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"delta_-0.05": {
|
| 139 |
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"base_only": 162,
|
| 140 |
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"aligned_only": 1059,
|
| 141 |
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"shared_aligned": 1257,
|
| 142 |
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"shared_redirected": 14900,
|
| 143 |
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"shared_intermediate": 1315,
|
| 144 |
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|
| 145 |
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"other": 0
|
| 146 |
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},
|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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}
|
| 156 |
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},
|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 171 |
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|
| 172 |
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|
| 173 |
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},
|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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}
|
| 183 |
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},
|
| 184 |
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|
| 185 |
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},
|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
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|
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
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|
| 203 |
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"other": 0
|
| 204 |
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|
| 205 |
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|
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|
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|
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|
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|
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|
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|
| 214 |
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|
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|
| 216 |
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|
| 217 |
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},
|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
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|
| 223 |
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|
| 224 |
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"count": 45
|
| 225 |
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|
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| 230 |
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|
| 231 |
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|
| 232 |
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|
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|
v1/assembled_activations/qwen3-4b-orpo/metrics/training_metrics.json
ADDED
|
@@ -0,0 +1,524 @@
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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v1/assembled_activations/qwen3-4b-orpo/plots/aligned_decoder_norm_heatmap.png
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ADDED
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Git LFS Details
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ADDED
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Git LFS Details
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ADDED
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Git LFS Details
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ADDED
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Git LFS Details
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ADDED
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Git LFS Details
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ADDED
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ADDED
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Git LFS Details
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ADDED
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ADDED
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ADDED
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ADDED
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ADDED
|
Git LFS Details
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v1/assembled_activations/qwen3-4b-orpo/run_meta.json
ADDED
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| 1 |
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{
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| 2 |
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"crosscoder_kind": "multilayer_sparc",
|
| 3 |
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|
| 4 |
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|
| 5 |
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],
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"position": "last_prompt",
|
| 23 |
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| 24 |
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|
| 26 |
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|
| 27 |
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| 28 |
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|
| 29 |
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|
| 30 |
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}
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