upload assembled qwen3-4b-kto
Browse files- .gitattributes +2 -0
- v1/assembled_activations/qwen3-4b-kto/activations/activations.pt +3 -0
- v1/assembled_activations/qwen3-4b-kto/checkpoints/final.pt +3 -0
- v1/assembled_activations/qwen3-4b-kto/features/counterfactual_scores.csv +0 -0
- v1/assembled_activations/qwen3-4b-kto/features/counterfactual_scores_by_layer.csv +0 -0
- v1/assembled_activations/qwen3-4b-kto/features/cross_layer_cosine_drift.csv +3 -0
- v1/assembled_activations/qwen3-4b-kto/features/decoder_layer_profiles.csv +3 -0
- v1/assembled_activations/qwen3-4b-kto/features/feature_classification.csv +0 -0
- v1/assembled_activations/qwen3-4b-kto/features/merged_classification.csv +0 -0
- v1/assembled_activations/qwen3-4b-kto/features/model_layer_stream_patterns.csv +0 -0
- v1/assembled_activations/qwen3-4b-kto/features/superposition_analysis.json +1750 -0
- v1/assembled_activations/qwen3-4b-kto/metrics/aggregate_metrics.json +285 -0
- v1/assembled_activations/qwen3-4b-kto/metrics/training_metrics.json +524 -0
- v1/assembled_activations/qwen3-4b-kto/plots/aligned_decoder_norm_heatmap.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/base_decoder_norm_heatmap.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/cf_shift_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/cf_shift_p95_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/class_distribution_multilayer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/class_distribution_primary.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/cross_layer_cosine_drift_by_stream.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/decoder_norm_ratio_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/feature_layer_trajectories.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/feature_sharing_ratio_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/fve_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/l0_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/layer_concentration_entropy.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/loss_curves.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/max_norm_layer_migration.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/rho_histogram_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/rho_theta_scatter_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/superposition_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/plots/theta_by_layer.png +3 -0
- v1/assembled_activations/qwen3-4b-kto/run_meta.json +30 -0
.gitattributes
CHANGED
|
@@ -67,3 +67,5 @@ v1/assembled_activations/smollm3-simpo/features/cross_layer_cosine_drift.csv fil
|
|
| 67 |
v1/assembled_activations/qwen3-4b-dpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
|
| 68 |
v1/assembled_activations/qwen3-4b-grpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
|
| 69 |
v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
| 67 |
v1/assembled_activations/qwen3-4b-dpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
|
| 68 |
v1/assembled_activations/qwen3-4b-grpo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
|
| 69 |
v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
|
| 70 |
+
v1/assembled_activations/qwen3-4b-kto/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
|
| 71 |
+
v1/assembled_activations/qwen3-4b-kto/features/decoder_layer_profiles.csv filter=lfs diff=lfs merge=lfs -text
|
v1/assembled_activations/qwen3-4b-kto/activations/activations.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f36e5e95d05c0c016ae46059365e979e6c73e67b3a6d4b2009c4cb02424083b1
|
| 3 |
+
size 3747585797
|
v1/assembled_activations/qwen3-4b-kto/checkpoints/final.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b85213d621fbc82690de2102f81686a1b12730fd5b81dd805205b665084ce328
|
| 3 |
+
size 7551253274
|
v1/assembled_activations/qwen3-4b-kto/features/counterfactual_scores.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
v1/assembled_activations/qwen3-4b-kto/features/counterfactual_scores_by_layer.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
v1/assembled_activations/qwen3-4b-kto/features/cross_layer_cosine_drift.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:29bc5ceeb3a0d8b297af91f4ca3716e84cb39b9c9c5dea8eb5f01b69fe804df0
|
| 3 |
+
size 22172906
|
v1/assembled_activations/qwen3-4b-kto/features/decoder_layer_profiles.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c14af7606d415da940959a0f86b8dff0beb0978f324624c42e1f76c34f0254a2
|
| 3 |
+
size 10635730
|
v1/assembled_activations/qwen3-4b-kto/features/feature_classification.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
v1/assembled_activations/qwen3-4b-kto/features/merged_classification.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
v1/assembled_activations/qwen3-4b-kto/features/model_layer_stream_patterns.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
v1/assembled_activations/qwen3-4b-kto/features/superposition_analysis.json
ADDED
|
@@ -0,0 +1,1750 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
23,
|
| 6 |
+
24,
|
| 7 |
+
25
|
| 8 |
+
],
|
| 9 |
+
"top_k": 5,
|
| 10 |
+
"cosine_threshold": 0.5,
|
| 11 |
+
"regression_candidates": 256,
|
| 12 |
+
"lasso_alpha": 0.01,
|
| 13 |
+
"n_features_analyzed": 34,
|
| 14 |
+
"features": {
|
| 15 |
+
"562": {
|
| 16 |
+
"feature_id": 562,
|
| 17 |
+
"primary_class": "aligned_only",
|
| 18 |
+
"target_layer": 25,
|
| 19 |
+
"r2": -3.11046142866811e-05,
|
| 20 |
+
"n_nonzero": 0,
|
| 21 |
+
"is_superposition": false,
|
| 22 |
+
"constituent_features": [],
|
| 23 |
+
"top_base_matches": [
|
| 24 |
+
{
|
| 25 |
+
"base_feature_id": 20346,
|
| 26 |
+
"base_layer": 25,
|
| 27 |
+
"cosine": 0.46179693937301636,
|
| 28 |
+
"abs_cosine": 0.46179693937301636,
|
| 29 |
+
"is_same_feature": false,
|
| 30 |
+
"is_cross_layer": false
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"base_feature_id": 2328,
|
| 34 |
+
"base_layer": 25,
|
| 35 |
+
"cosine": 0.4219021201133728,
|
| 36 |
+
"abs_cosine": 0.4219021201133728,
|
| 37 |
+
"is_same_feature": false,
|
| 38 |
+
"is_cross_layer": false
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"base_feature_id": 3145,
|
| 42 |
+
"base_layer": 23,
|
| 43 |
+
"cosine": 0.3970819413661957,
|
| 44 |
+
"abs_cosine": 0.3970819413661957,
|
| 45 |
+
"is_same_feature": false,
|
| 46 |
+
"is_cross_layer": true
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"base_feature_id": 3938,
|
| 50 |
+
"base_layer": 25,
|
| 51 |
+
"cosine": 0.3452196419239044,
|
| 52 |
+
"abs_cosine": 0.3452196419239044,
|
| 53 |
+
"is_same_feature": false,
|
| 54 |
+
"is_cross_layer": false
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"base_feature_id": 19020,
|
| 58 |
+
"base_layer": 25,
|
| 59 |
+
"cosine": -0.3379579782485962,
|
| 60 |
+
"abs_cosine": 0.3379579782485962,
|
| 61 |
+
"is_same_feature": false,
|
| 62 |
+
"is_cross_layer": false
|
| 63 |
+
}
|
| 64 |
+
]
|
| 65 |
+
},
|
| 66 |
+
"1170": {
|
| 67 |
+
"feature_id": 1170,
|
| 68 |
+
"primary_class": "aligned_only",
|
| 69 |
+
"target_layer": 25,
|
| 70 |
+
"r2": -0.0019634581178109567,
|
| 71 |
+
"n_nonzero": 0,
|
| 72 |
+
"is_superposition": false,
|
| 73 |
+
"constituent_features": [],
|
| 74 |
+
"top_base_matches": [
|
| 75 |
+
{
|
| 76 |
+
"base_feature_id": 706,
|
| 77 |
+
"base_layer": 23,
|
| 78 |
+
"cosine": 0.5592398047447205,
|
| 79 |
+
"abs_cosine": 0.5592398047447205,
|
| 80 |
+
"is_same_feature": false,
|
| 81 |
+
"is_cross_layer": true
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"base_feature_id": 7655,
|
| 85 |
+
"base_layer": 23,
|
| 86 |
+
"cosine": 0.5051616430282593,
|
| 87 |
+
"abs_cosine": 0.5051616430282593,
|
| 88 |
+
"is_same_feature": false,
|
| 89 |
+
"is_cross_layer": true
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"base_feature_id": 15185,
|
| 93 |
+
"base_layer": 24,
|
| 94 |
+
"cosine": 0.5028635263442993,
|
| 95 |
+
"abs_cosine": 0.5028635263442993,
|
| 96 |
+
"is_same_feature": false,
|
| 97 |
+
"is_cross_layer": true
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"base_feature_id": 2009,
|
| 101 |
+
"base_layer": 24,
|
| 102 |
+
"cosine": 0.5027340054512024,
|
| 103 |
+
"abs_cosine": 0.5027340054512024,
|
| 104 |
+
"is_same_feature": false,
|
| 105 |
+
"is_cross_layer": true
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"base_feature_id": 18957,
|
| 109 |
+
"base_layer": 23,
|
| 110 |
+
"cosine": 0.49147480726242065,
|
| 111 |
+
"abs_cosine": 0.49147480726242065,
|
| 112 |
+
"is_same_feature": false,
|
| 113 |
+
"is_cross_layer": true
|
| 114 |
+
}
|
| 115 |
+
]
|
| 116 |
+
},
|
| 117 |
+
"1744": {
|
| 118 |
+
"feature_id": 1744,
|
| 119 |
+
"primary_class": "aligned_only",
|
| 120 |
+
"target_layer": 23,
|
| 121 |
+
"r2": -0.002322919035515403,
|
| 122 |
+
"n_nonzero": 0,
|
| 123 |
+
"is_superposition": false,
|
| 124 |
+
"constituent_features": [],
|
| 125 |
+
"top_base_matches": [
|
| 126 |
+
{
|
| 127 |
+
"base_feature_id": 4039,
|
| 128 |
+
"base_layer": 23,
|
| 129 |
+
"cosine": 0.39284566044807434,
|
| 130 |
+
"abs_cosine": 0.39284566044807434,
|
| 131 |
+
"is_same_feature": false,
|
| 132 |
+
"is_cross_layer": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"base_feature_id": 706,
|
| 136 |
+
"base_layer": 23,
|
| 137 |
+
"cosine": 0.3540405333042145,
|
| 138 |
+
"abs_cosine": 0.3540405333042145,
|
| 139 |
+
"is_same_feature": false,
|
| 140 |
+
"is_cross_layer": false
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"base_feature_id": 1919,
|
| 144 |
+
"base_layer": 25,
|
| 145 |
+
"cosine": 0.3257467448711395,
|
| 146 |
+
"abs_cosine": 0.3257467448711395,
|
| 147 |
+
"is_same_feature": false,
|
| 148 |
+
"is_cross_layer": true
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"base_feature_id": 8426,
|
| 152 |
+
"base_layer": 24,
|
| 153 |
+
"cosine": 0.3072686195373535,
|
| 154 |
+
"abs_cosine": 0.3072686195373535,
|
| 155 |
+
"is_same_feature": false,
|
| 156 |
+
"is_cross_layer": true
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"base_feature_id": 16765,
|
| 160 |
+
"base_layer": 23,
|
| 161 |
+
"cosine": -0.28856855630874634,
|
| 162 |
+
"abs_cosine": 0.28856855630874634,
|
| 163 |
+
"is_same_feature": false,
|
| 164 |
+
"is_cross_layer": false
|
| 165 |
+
}
|
| 166 |
+
]
|
| 167 |
+
},
|
| 168 |
+
"2421": {
|
| 169 |
+
"feature_id": 2421,
|
| 170 |
+
"primary_class": "aligned_only",
|
| 171 |
+
"target_layer": 25,
|
| 172 |
+
"r2": -0.0002388231159800025,
|
| 173 |
+
"n_nonzero": 0,
|
| 174 |
+
"is_superposition": false,
|
| 175 |
+
"constituent_features": [],
|
| 176 |
+
"top_base_matches": [
|
| 177 |
+
{
|
| 178 |
+
"base_feature_id": 2421,
|
| 179 |
+
"base_layer": 25,
|
| 180 |
+
"cosine": 0.9195261001586914,
|
| 181 |
+
"abs_cosine": 0.9195261001586914,
|
| 182 |
+
"is_same_feature": true,
|
| 183 |
+
"is_cross_layer": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"base_feature_id": 2421,
|
| 187 |
+
"base_layer": 24,
|
| 188 |
+
"cosine": 0.6585956811904907,
|
| 189 |
+
"abs_cosine": 0.6585956811904907,
|
| 190 |
+
"is_same_feature": true,
|
| 191 |
+
"is_cross_layer": true
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"base_feature_id": 2421,
|
| 195 |
+
"base_layer": 23,
|
| 196 |
+
"cosine": 0.5664514303207397,
|
| 197 |
+
"abs_cosine": 0.5664514303207397,
|
| 198 |
+
"is_same_feature": true,
|
| 199 |
+
"is_cross_layer": true
|
| 200 |
+
},
|
| 201 |
+
{
|
| 202 |
+
"base_feature_id": 16536,
|
| 203 |
+
"base_layer": 25,
|
| 204 |
+
"cosine": 0.3797374963760376,
|
| 205 |
+
"abs_cosine": 0.3797374963760376,
|
| 206 |
+
"is_same_feature": false,
|
| 207 |
+
"is_cross_layer": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"base_feature_id": 10008,
|
| 211 |
+
"base_layer": 25,
|
| 212 |
+
"cosine": 0.29576027393341064,
|
| 213 |
+
"abs_cosine": 0.29576027393341064,
|
| 214 |
+
"is_same_feature": false,
|
| 215 |
+
"is_cross_layer": false
|
| 216 |
+
}
|
| 217 |
+
]
|
| 218 |
+
},
|
| 219 |
+
"3188": {
|
| 220 |
+
"feature_id": 3188,
|
| 221 |
+
"primary_class": "aligned_only",
|
| 222 |
+
"target_layer": 23,
|
| 223 |
+
"r2": -0.0005750290699113592,
|
| 224 |
+
"n_nonzero": 0,
|
| 225 |
+
"is_superposition": false,
|
| 226 |
+
"constituent_features": [],
|
| 227 |
+
"top_base_matches": [
|
| 228 |
+
{
|
| 229 |
+
"base_feature_id": 3188,
|
| 230 |
+
"base_layer": 23,
|
| 231 |
+
"cosine": 0.6690368056297302,
|
| 232 |
+
"abs_cosine": 0.6690368056297302,
|
| 233 |
+
"is_same_feature": true,
|
| 234 |
+
"is_cross_layer": false
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"base_feature_id": 3188,
|
| 238 |
+
"base_layer": 24,
|
| 239 |
+
"cosine": 0.4095379114151001,
|
| 240 |
+
"abs_cosine": 0.4095379114151001,
|
| 241 |
+
"is_same_feature": true,
|
| 242 |
+
"is_cross_layer": true
|
| 243 |
+
},
|
| 244 |
+
{
|
| 245 |
+
"base_feature_id": 3188,
|
| 246 |
+
"base_layer": 25,
|
| 247 |
+
"cosine": 0.3834451735019684,
|
| 248 |
+
"abs_cosine": 0.3834451735019684,
|
| 249 |
+
"is_same_feature": true,
|
| 250 |
+
"is_cross_layer": true
|
| 251 |
+
},
|
| 252 |
+
{
|
| 253 |
+
"base_feature_id": 3938,
|
| 254 |
+
"base_layer": 24,
|
| 255 |
+
"cosine": 0.3706766963005066,
|
| 256 |
+
"abs_cosine": 0.3706766963005066,
|
| 257 |
+
"is_same_feature": false,
|
| 258 |
+
"is_cross_layer": true
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"base_feature_id": 8426,
|
| 262 |
+
"base_layer": 25,
|
| 263 |
+
"cosine": 0.32489901781082153,
|
| 264 |
+
"abs_cosine": 0.32489901781082153,
|
| 265 |
+
"is_same_feature": false,
|
| 266 |
+
"is_cross_layer": true
|
| 267 |
+
}
|
| 268 |
+
]
|
| 269 |
+
},
|
| 270 |
+
"3938": {
|
| 271 |
+
"feature_id": 3938,
|
| 272 |
+
"primary_class": "aligned_only",
|
| 273 |
+
"target_layer": 24,
|
| 274 |
+
"r2": -0.0016918003405832494,
|
| 275 |
+
"n_nonzero": 0,
|
| 276 |
+
"is_superposition": false,
|
| 277 |
+
"constituent_features": [],
|
| 278 |
+
"top_base_matches": [
|
| 279 |
+
{
|
| 280 |
+
"base_feature_id": 3938,
|
| 281 |
+
"base_layer": 24,
|
| 282 |
+
"cosine": 0.8434473276138306,
|
| 283 |
+
"abs_cosine": 0.8434473276138306,
|
| 284 |
+
"is_same_feature": true,
|
| 285 |
+
"is_cross_layer": false
|
| 286 |
+
},
|
| 287 |
+
{
|
| 288 |
+
"base_feature_id": 8426,
|
| 289 |
+
"base_layer": 25,
|
| 290 |
+
"cosine": 0.6812695264816284,
|
| 291 |
+
"abs_cosine": 0.6812695264816284,
|
| 292 |
+
"is_same_feature": false,
|
| 293 |
+
"is_cross_layer": true
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"base_feature_id": 3938,
|
| 297 |
+
"base_layer": 25,
|
| 298 |
+
"cosine": 0.6178418397903442,
|
| 299 |
+
"abs_cosine": 0.6178418397903442,
|
| 300 |
+
"is_same_feature": true,
|
| 301 |
+
"is_cross_layer": true
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"base_feature_id": 8426,
|
| 305 |
+
"base_layer": 24,
|
| 306 |
+
"cosine": 0.4615064859390259,
|
| 307 |
+
"abs_cosine": 0.4615064859390259,
|
| 308 |
+
"is_same_feature": false,
|
| 309 |
+
"is_cross_layer": false
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"base_feature_id": 781,
|
| 313 |
+
"base_layer": 23,
|
| 314 |
+
"cosine": 0.43909987807273865,
|
| 315 |
+
"abs_cosine": 0.43909987807273865,
|
| 316 |
+
"is_same_feature": false,
|
| 317 |
+
"is_cross_layer": true
|
| 318 |
+
}
|
| 319 |
+
]
|
| 320 |
+
},
|
| 321 |
+
"4039": {
|
| 322 |
+
"feature_id": 4039,
|
| 323 |
+
"primary_class": "aligned_only",
|
| 324 |
+
"target_layer": 23,
|
| 325 |
+
"r2": -0.00013304547203740746,
|
| 326 |
+
"n_nonzero": 0,
|
| 327 |
+
"is_superposition": false,
|
| 328 |
+
"constituent_features": [],
|
| 329 |
+
"top_base_matches": [
|
| 330 |
+
{
|
| 331 |
+
"base_feature_id": 4039,
|
| 332 |
+
"base_layer": 23,
|
| 333 |
+
"cosine": 0.5498454570770264,
|
| 334 |
+
"abs_cosine": 0.5498454570770264,
|
| 335 |
+
"is_same_feature": true,
|
| 336 |
+
"is_cross_layer": false
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"base_feature_id": 8426,
|
| 340 |
+
"base_layer": 24,
|
| 341 |
+
"cosine": 0.5222831964492798,
|
| 342 |
+
"abs_cosine": 0.5222831964492798,
|
| 343 |
+
"is_same_feature": false,
|
| 344 |
+
"is_cross_layer": true
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"base_feature_id": 3145,
|
| 348 |
+
"base_layer": 23,
|
| 349 |
+
"cosine": 0.5162530541419983,
|
| 350 |
+
"abs_cosine": 0.5162530541419983,
|
| 351 |
+
"is_same_feature": false,
|
| 352 |
+
"is_cross_layer": false
|
| 353 |
+
},
|
| 354 |
+
{
|
| 355 |
+
"base_feature_id": 3938,
|
| 356 |
+
"base_layer": 25,
|
| 357 |
+
"cosine": 0.4777268171310425,
|
| 358 |
+
"abs_cosine": 0.4777268171310425,
|
| 359 |
+
"is_same_feature": false,
|
| 360 |
+
"is_cross_layer": true
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"base_feature_id": 8426,
|
| 364 |
+
"base_layer": 25,
|
| 365 |
+
"cosine": 0.43685856461524963,
|
| 366 |
+
"abs_cosine": 0.43685856461524963,
|
| 367 |
+
"is_same_feature": false,
|
| 368 |
+
"is_cross_layer": true
|
| 369 |
+
}
|
| 370 |
+
]
|
| 371 |
+
},
|
| 372 |
+
"5919": {
|
| 373 |
+
"feature_id": 5919,
|
| 374 |
+
"primary_class": "aligned_only",
|
| 375 |
+
"target_layer": 25,
|
| 376 |
+
"r2": -2.254980779881066e-06,
|
| 377 |
+
"n_nonzero": 0,
|
| 378 |
+
"is_superposition": false,
|
| 379 |
+
"constituent_features": [],
|
| 380 |
+
"top_base_matches": [
|
| 381 |
+
{
|
| 382 |
+
"base_feature_id": 5919,
|
| 383 |
+
"base_layer": 25,
|
| 384 |
+
"cosine": 0.8348134756088257,
|
| 385 |
+
"abs_cosine": 0.8348134756088257,
|
| 386 |
+
"is_same_feature": true,
|
| 387 |
+
"is_cross_layer": false
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"base_feature_id": 5919,
|
| 391 |
+
"base_layer": 24,
|
| 392 |
+
"cosine": 0.6767466068267822,
|
| 393 |
+
"abs_cosine": 0.6767466068267822,
|
| 394 |
+
"is_same_feature": true,
|
| 395 |
+
"is_cross_layer": true
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"base_feature_id": 4039,
|
| 399 |
+
"base_layer": 23,
|
| 400 |
+
"cosine": 0.34291595220565796,
|
| 401 |
+
"abs_cosine": 0.34291595220565796,
|
| 402 |
+
"is_same_feature": false,
|
| 403 |
+
"is_cross_layer": true
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"base_feature_id": 3938,
|
| 407 |
+
"base_layer": 25,
|
| 408 |
+
"cosine": 0.2560964524745941,
|
| 409 |
+
"abs_cosine": 0.2560964524745941,
|
| 410 |
+
"is_same_feature": false,
|
| 411 |
+
"is_cross_layer": false
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"base_feature_id": 4039,
|
| 415 |
+
"base_layer": 24,
|
| 416 |
+
"cosine": 0.23222710192203522,
|
| 417 |
+
"abs_cosine": 0.23222710192203522,
|
| 418 |
+
"is_same_feature": false,
|
| 419 |
+
"is_cross_layer": true
|
| 420 |
+
}
|
| 421 |
+
]
|
| 422 |
+
},
|
| 423 |
+
"6678": {
|
| 424 |
+
"feature_id": 6678,
|
| 425 |
+
"primary_class": "aligned_only",
|
| 426 |
+
"target_layer": 25,
|
| 427 |
+
"r2": -6.442671009754264e-05,
|
| 428 |
+
"n_nonzero": 0,
|
| 429 |
+
"is_superposition": false,
|
| 430 |
+
"constituent_features": [],
|
| 431 |
+
"top_base_matches": [
|
| 432 |
+
{
|
| 433 |
+
"base_feature_id": 6678,
|
| 434 |
+
"base_layer": 25,
|
| 435 |
+
"cosine": 0.7524659633636475,
|
| 436 |
+
"abs_cosine": 0.7524659633636475,
|
| 437 |
+
"is_same_feature": true,
|
| 438 |
+
"is_cross_layer": false
|
| 439 |
+
},
|
| 440 |
+
{
|
| 441 |
+
"base_feature_id": 6678,
|
| 442 |
+
"base_layer": 24,
|
| 443 |
+
"cosine": 0.5657482743263245,
|
| 444 |
+
"abs_cosine": 0.5657482743263245,
|
| 445 |
+
"is_same_feature": true,
|
| 446 |
+
"is_cross_layer": true
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"base_feature_id": 3938,
|
| 450 |
+
"base_layer": 25,
|
| 451 |
+
"cosine": 0.3112419843673706,
|
| 452 |
+
"abs_cosine": 0.3112419843673706,
|
| 453 |
+
"is_same_feature": false,
|
| 454 |
+
"is_cross_layer": false
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"base_feature_id": 8426,
|
| 458 |
+
"base_layer": 24,
|
| 459 |
+
"cosine": 0.30021506547927856,
|
| 460 |
+
"abs_cosine": 0.30021506547927856,
|
| 461 |
+
"is_same_feature": false,
|
| 462 |
+
"is_cross_layer": true
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"base_feature_id": 4039,
|
| 466 |
+
"base_layer": 23,
|
| 467 |
+
"cosine": 0.2944433391094208,
|
| 468 |
+
"abs_cosine": 0.2944433391094208,
|
| 469 |
+
"is_same_feature": false,
|
| 470 |
+
"is_cross_layer": true
|
| 471 |
+
}
|
| 472 |
+
]
|
| 473 |
+
},
|
| 474 |
+
"7938": {
|
| 475 |
+
"feature_id": 7938,
|
| 476 |
+
"primary_class": "aligned_only",
|
| 477 |
+
"target_layer": 23,
|
| 478 |
+
"r2": -0.001880231263373222,
|
| 479 |
+
"n_nonzero": 0,
|
| 480 |
+
"is_superposition": false,
|
| 481 |
+
"constituent_features": [],
|
| 482 |
+
"top_base_matches": [
|
| 483 |
+
{
|
| 484 |
+
"base_feature_id": 7938,
|
| 485 |
+
"base_layer": 23,
|
| 486 |
+
"cosine": 0.8037153482437134,
|
| 487 |
+
"abs_cosine": 0.8037153482437134,
|
| 488 |
+
"is_same_feature": true,
|
| 489 |
+
"is_cross_layer": false
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"base_feature_id": 222,
|
| 493 |
+
"base_layer": 23,
|
| 494 |
+
"cosine": 0.6387780904769897,
|
| 495 |
+
"abs_cosine": 0.6387780904769897,
|
| 496 |
+
"is_same_feature": false,
|
| 497 |
+
"is_cross_layer": false
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"base_feature_id": 222,
|
| 501 |
+
"base_layer": 25,
|
| 502 |
+
"cosine": 0.4399169683456421,
|
| 503 |
+
"abs_cosine": 0.4399169683456421,
|
| 504 |
+
"is_same_feature": false,
|
| 505 |
+
"is_cross_layer": true
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"base_feature_id": 222,
|
| 509 |
+
"base_layer": 24,
|
| 510 |
+
"cosine": 0.38217511773109436,
|
| 511 |
+
"abs_cosine": 0.38217511773109436,
|
| 512 |
+
"is_same_feature": false,
|
| 513 |
+
"is_cross_layer": true
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"base_feature_id": 18904,
|
| 517 |
+
"base_layer": 23,
|
| 518 |
+
"cosine": 0.27650922536849976,
|
| 519 |
+
"abs_cosine": 0.27650922536849976,
|
| 520 |
+
"is_same_feature": false,
|
| 521 |
+
"is_cross_layer": false
|
| 522 |
+
}
|
| 523 |
+
]
|
| 524 |
+
},
|
| 525 |
+
"8118": {
|
| 526 |
+
"feature_id": 8118,
|
| 527 |
+
"primary_class": "aligned_only",
|
| 528 |
+
"target_layer": 24,
|
| 529 |
+
"r2": -0.000314682121304255,
|
| 530 |
+
"n_nonzero": 0,
|
| 531 |
+
"is_superposition": false,
|
| 532 |
+
"constituent_features": [],
|
| 533 |
+
"top_base_matches": [
|
| 534 |
+
{
|
| 535 |
+
"base_feature_id": 8118,
|
| 536 |
+
"base_layer": 24,
|
| 537 |
+
"cosine": 0.742300808429718,
|
| 538 |
+
"abs_cosine": 0.742300808429718,
|
| 539 |
+
"is_same_feature": true,
|
| 540 |
+
"is_cross_layer": false
|
| 541 |
+
},
|
| 542 |
+
{
|
| 543 |
+
"base_feature_id": 18006,
|
| 544 |
+
"base_layer": 23,
|
| 545 |
+
"cosine": 0.18481869995594025,
|
| 546 |
+
"abs_cosine": 0.18481869995594025,
|
| 547 |
+
"is_same_feature": false,
|
| 548 |
+
"is_cross_layer": true
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"base_feature_id": 6698,
|
| 552 |
+
"base_layer": 25,
|
| 553 |
+
"cosine": -0.17740289866924286,
|
| 554 |
+
"abs_cosine": 0.17740289866924286,
|
| 555 |
+
"is_same_feature": false,
|
| 556 |
+
"is_cross_layer": true
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"base_feature_id": 19740,
|
| 560 |
+
"base_layer": 23,
|
| 561 |
+
"cosine": -0.1683773398399353,
|
| 562 |
+
"abs_cosine": 0.1683773398399353,
|
| 563 |
+
"is_same_feature": false,
|
| 564 |
+
"is_cross_layer": true
|
| 565 |
+
},
|
| 566 |
+
{
|
| 567 |
+
"base_feature_id": 464,
|
| 568 |
+
"base_layer": 24,
|
| 569 |
+
"cosine": -0.15353785455226898,
|
| 570 |
+
"abs_cosine": 0.15353785455226898,
|
| 571 |
+
"is_same_feature": false,
|
| 572 |
+
"is_cross_layer": false
|
| 573 |
+
}
|
| 574 |
+
]
|
| 575 |
+
},
|
| 576 |
+
"8248": {
|
| 577 |
+
"feature_id": 8248,
|
| 578 |
+
"primary_class": "aligned_only",
|
| 579 |
+
"target_layer": 25,
|
| 580 |
+
"r2": -0.00039973917086233435,
|
| 581 |
+
"n_nonzero": 0,
|
| 582 |
+
"is_superposition": false,
|
| 583 |
+
"constituent_features": [],
|
| 584 |
+
"top_base_matches": [
|
| 585 |
+
{
|
| 586 |
+
"base_feature_id": 8248,
|
| 587 |
+
"base_layer": 25,
|
| 588 |
+
"cosine": 0.5990458726882935,
|
| 589 |
+
"abs_cosine": 0.5990458726882935,
|
| 590 |
+
"is_same_feature": true,
|
| 591 |
+
"is_cross_layer": false
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"base_feature_id": 8426,
|
| 595 |
+
"base_layer": 24,
|
| 596 |
+
"cosine": 0.55098956823349,
|
| 597 |
+
"abs_cosine": 0.55098956823349,
|
| 598 |
+
"is_same_feature": false,
|
| 599 |
+
"is_cross_layer": true
|
| 600 |
+
},
|
| 601 |
+
{
|
| 602 |
+
"base_feature_id": 3938,
|
| 603 |
+
"base_layer": 25,
|
| 604 |
+
"cosine": 0.5396788120269775,
|
| 605 |
+
"abs_cosine": 0.5396788120269775,
|
| 606 |
+
"is_same_feature": false,
|
| 607 |
+
"is_cross_layer": false
|
| 608 |
+
},
|
| 609 |
+
{
|
| 610 |
+
"base_feature_id": 8426,
|
| 611 |
+
"base_layer": 25,
|
| 612 |
+
"cosine": 0.5319743156433105,
|
| 613 |
+
"abs_cosine": 0.5319743156433105,
|
| 614 |
+
"is_same_feature": false,
|
| 615 |
+
"is_cross_layer": false
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"base_feature_id": 4039,
|
| 619 |
+
"base_layer": 23,
|
| 620 |
+
"cosine": 0.39100128412246704,
|
| 621 |
+
"abs_cosine": 0.39100128412246704,
|
| 622 |
+
"is_same_feature": false,
|
| 623 |
+
"is_cross_layer": true
|
| 624 |
+
}
|
| 625 |
+
]
|
| 626 |
+
},
|
| 627 |
+
"8426": {
|
| 628 |
+
"feature_id": 8426,
|
| 629 |
+
"primary_class": "aligned_only",
|
| 630 |
+
"target_layer": 25,
|
| 631 |
+
"r2": -0.0011716390759397566,
|
| 632 |
+
"n_nonzero": 0,
|
| 633 |
+
"is_superposition": false,
|
| 634 |
+
"constituent_features": [],
|
| 635 |
+
"top_base_matches": [
|
| 636 |
+
{
|
| 637 |
+
"base_feature_id": 8426,
|
| 638 |
+
"base_layer": 25,
|
| 639 |
+
"cosine": 0.7941317558288574,
|
| 640 |
+
"abs_cosine": 0.7941317558288574,
|
| 641 |
+
"is_same_feature": true,
|
| 642 |
+
"is_cross_layer": false
|
| 643 |
+
},
|
| 644 |
+
{
|
| 645 |
+
"base_feature_id": 3938,
|
| 646 |
+
"base_layer": 25,
|
| 647 |
+
"cosine": 0.7090684771537781,
|
| 648 |
+
"abs_cosine": 0.7090684771537781,
|
| 649 |
+
"is_same_feature": false,
|
| 650 |
+
"is_cross_layer": false
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"base_feature_id": 3938,
|
| 654 |
+
"base_layer": 24,
|
| 655 |
+
"cosine": 0.6428481340408325,
|
| 656 |
+
"abs_cosine": 0.6428481340408325,
|
| 657 |
+
"is_same_feature": false,
|
| 658 |
+
"is_cross_layer": true
|
| 659 |
+
},
|
| 660 |
+
{
|
| 661 |
+
"base_feature_id": 8426,
|
| 662 |
+
"base_layer": 24,
|
| 663 |
+
"cosine": 0.5852372646331787,
|
| 664 |
+
"abs_cosine": 0.5852372646331787,
|
| 665 |
+
"is_same_feature": true,
|
| 666 |
+
"is_cross_layer": true
|
| 667 |
+
},
|
| 668 |
+
{
|
| 669 |
+
"base_feature_id": 781,
|
| 670 |
+
"base_layer": 23,
|
| 671 |
+
"cosine": 0.3617369830608368,
|
| 672 |
+
"abs_cosine": 0.3617369830608368,
|
| 673 |
+
"is_same_feature": false,
|
| 674 |
+
"is_cross_layer": true
|
| 675 |
+
}
|
| 676 |
+
]
|
| 677 |
+
},
|
| 678 |
+
"8556": {
|
| 679 |
+
"feature_id": 8556,
|
| 680 |
+
"primary_class": "aligned_only",
|
| 681 |
+
"target_layer": 25,
|
| 682 |
+
"r2": -0.00203102078483397,
|
| 683 |
+
"n_nonzero": 0,
|
| 684 |
+
"is_superposition": false,
|
| 685 |
+
"constituent_features": [],
|
| 686 |
+
"top_base_matches": [
|
| 687 |
+
{
|
| 688 |
+
"base_feature_id": 8556,
|
| 689 |
+
"base_layer": 25,
|
| 690 |
+
"cosine": 0.7488144636154175,
|
| 691 |
+
"abs_cosine": 0.7488144636154175,
|
| 692 |
+
"is_same_feature": true,
|
| 693 |
+
"is_cross_layer": false
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"base_feature_id": 8556,
|
| 697 |
+
"base_layer": 24,
|
| 698 |
+
"cosine": 0.41889846324920654,
|
| 699 |
+
"abs_cosine": 0.41889846324920654,
|
| 700 |
+
"is_same_feature": true,
|
| 701 |
+
"is_cross_layer": true
|
| 702 |
+
},
|
| 703 |
+
{
|
| 704 |
+
"base_feature_id": 17584,
|
| 705 |
+
"base_layer": 25,
|
| 706 |
+
"cosine": 0.41182076930999756,
|
| 707 |
+
"abs_cosine": 0.41182076930999756,
|
| 708 |
+
"is_same_feature": false,
|
| 709 |
+
"is_cross_layer": false
|
| 710 |
+
},
|
| 711 |
+
{
|
| 712 |
+
"base_feature_id": 2108,
|
| 713 |
+
"base_layer": 25,
|
| 714 |
+
"cosine": 0.3394714295864105,
|
| 715 |
+
"abs_cosine": 0.3394714295864105,
|
| 716 |
+
"is_same_feature": false,
|
| 717 |
+
"is_cross_layer": false
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"base_feature_id": 15305,
|
| 721 |
+
"base_layer": 25,
|
| 722 |
+
"cosine": 0.28088492155075073,
|
| 723 |
+
"abs_cosine": 0.28088492155075073,
|
| 724 |
+
"is_same_feature": false,
|
| 725 |
+
"is_cross_layer": false
|
| 726 |
+
}
|
| 727 |
+
]
|
| 728 |
+
},
|
| 729 |
+
"9549": {
|
| 730 |
+
"feature_id": 9549,
|
| 731 |
+
"primary_class": "aligned_only",
|
| 732 |
+
"target_layer": 25,
|
| 733 |
+
"r2": -0.00022582332524145876,
|
| 734 |
+
"n_nonzero": 0,
|
| 735 |
+
"is_superposition": false,
|
| 736 |
+
"constituent_features": [],
|
| 737 |
+
"top_base_matches": [
|
| 738 |
+
{
|
| 739 |
+
"base_feature_id": 706,
|
| 740 |
+
"base_layer": 23,
|
| 741 |
+
"cosine": 0.45652511715888977,
|
| 742 |
+
"abs_cosine": 0.45652511715888977,
|
| 743 |
+
"is_same_feature": false,
|
| 744 |
+
"is_cross_layer": true
|
| 745 |
+
},
|
| 746 |
+
{
|
| 747 |
+
"base_feature_id": 15185,
|
| 748 |
+
"base_layer": 24,
|
| 749 |
+
"cosine": 0.43982455134391785,
|
| 750 |
+
"abs_cosine": 0.43982455134391785,
|
| 751 |
+
"is_same_feature": false,
|
| 752 |
+
"is_cross_layer": true
|
| 753 |
+
},
|
| 754 |
+
{
|
| 755 |
+
"base_feature_id": 7655,
|
| 756 |
+
"base_layer": 23,
|
| 757 |
+
"cosine": 0.4388241767883301,
|
| 758 |
+
"abs_cosine": 0.4388241767883301,
|
| 759 |
+
"is_same_feature": false,
|
| 760 |
+
"is_cross_layer": true
|
| 761 |
+
},
|
| 762 |
+
{
|
| 763 |
+
"base_feature_id": 2009,
|
| 764 |
+
"base_layer": 24,
|
| 765 |
+
"cosine": 0.43489816784858704,
|
| 766 |
+
"abs_cosine": 0.43489816784858704,
|
| 767 |
+
"is_same_feature": false,
|
| 768 |
+
"is_cross_layer": true
|
| 769 |
+
},
|
| 770 |
+
{
|
| 771 |
+
"base_feature_id": 3407,
|
| 772 |
+
"base_layer": 24,
|
| 773 |
+
"cosine": 0.4192209541797638,
|
| 774 |
+
"abs_cosine": 0.4192209541797638,
|
| 775 |
+
"is_same_feature": false,
|
| 776 |
+
"is_cross_layer": true
|
| 777 |
+
}
|
| 778 |
+
]
|
| 779 |
+
},
|
| 780 |
+
"10441": {
|
| 781 |
+
"feature_id": 10441,
|
| 782 |
+
"primary_class": "aligned_only",
|
| 783 |
+
"target_layer": 24,
|
| 784 |
+
"r2": -7.539546082901971e-05,
|
| 785 |
+
"n_nonzero": 0,
|
| 786 |
+
"is_superposition": false,
|
| 787 |
+
"constituent_features": [],
|
| 788 |
+
"top_base_matches": [
|
| 789 |
+
{
|
| 790 |
+
"base_feature_id": 10441,
|
| 791 |
+
"base_layer": 24,
|
| 792 |
+
"cosine": 0.9149833917617798,
|
| 793 |
+
"abs_cosine": 0.9149833917617798,
|
| 794 |
+
"is_same_feature": true,
|
| 795 |
+
"is_cross_layer": false
|
| 796 |
+
},
|
| 797 |
+
{
|
| 798 |
+
"base_feature_id": 10572,
|
| 799 |
+
"base_layer": 23,
|
| 800 |
+
"cosine": 0.6508058309555054,
|
| 801 |
+
"abs_cosine": 0.6508058309555054,
|
| 802 |
+
"is_same_feature": false,
|
| 803 |
+
"is_cross_layer": true
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"base_feature_id": 10572,
|
| 807 |
+
"base_layer": 25,
|
| 808 |
+
"cosine": 0.6071990132331848,
|
| 809 |
+
"abs_cosine": 0.6071990132331848,
|
| 810 |
+
"is_same_feature": false,
|
| 811 |
+
"is_cross_layer": true
|
| 812 |
+
},
|
| 813 |
+
{
|
| 814 |
+
"base_feature_id": 10441,
|
| 815 |
+
"base_layer": 25,
|
| 816 |
+
"cosine": 0.579261839389801,
|
| 817 |
+
"abs_cosine": 0.579261839389801,
|
| 818 |
+
"is_same_feature": true,
|
| 819 |
+
"is_cross_layer": true
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"base_feature_id": 7391,
|
| 823 |
+
"base_layer": 23,
|
| 824 |
+
"cosine": 0.34053218364715576,
|
| 825 |
+
"abs_cosine": 0.34053218364715576,
|
| 826 |
+
"is_same_feature": false,
|
| 827 |
+
"is_cross_layer": true
|
| 828 |
+
}
|
| 829 |
+
]
|
| 830 |
+
},
|
| 831 |
+
"10716": {
|
| 832 |
+
"feature_id": 10716,
|
| 833 |
+
"primary_class": "aligned_only",
|
| 834 |
+
"target_layer": 23,
|
| 835 |
+
"r2": -6.752664621823001e-05,
|
| 836 |
+
"n_nonzero": 0,
|
| 837 |
+
"is_superposition": false,
|
| 838 |
+
"constituent_features": [],
|
| 839 |
+
"top_base_matches": [
|
| 840 |
+
{
|
| 841 |
+
"base_feature_id": 10716,
|
| 842 |
+
"base_layer": 23,
|
| 843 |
+
"cosine": 0.6738927364349365,
|
| 844 |
+
"abs_cosine": 0.6738927364349365,
|
| 845 |
+
"is_same_feature": true,
|
| 846 |
+
"is_cross_layer": false
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"base_feature_id": 3145,
|
| 850 |
+
"base_layer": 23,
|
| 851 |
+
"cosine": 0.4354301691055298,
|
| 852 |
+
"abs_cosine": 0.4354301691055298,
|
| 853 |
+
"is_same_feature": false,
|
| 854 |
+
"is_cross_layer": false
|
| 855 |
+
},
|
| 856 |
+
{
|
| 857 |
+
"base_feature_id": 4039,
|
| 858 |
+
"base_layer": 23,
|
| 859 |
+
"cosine": 0.4235275089740753,
|
| 860 |
+
"abs_cosine": 0.4235275089740753,
|
| 861 |
+
"is_same_feature": false,
|
| 862 |
+
"is_cross_layer": false
|
| 863 |
+
},
|
| 864 |
+
{
|
| 865 |
+
"base_feature_id": 8426,
|
| 866 |
+
"base_layer": 24,
|
| 867 |
+
"cosine": 0.4025351107120514,
|
| 868 |
+
"abs_cosine": 0.4025351107120514,
|
| 869 |
+
"is_same_feature": false,
|
| 870 |
+
"is_cross_layer": true
|
| 871 |
+
},
|
| 872 |
+
{
|
| 873 |
+
"base_feature_id": 3938,
|
| 874 |
+
"base_layer": 25,
|
| 875 |
+
"cosine": 0.34800660610198975,
|
| 876 |
+
"abs_cosine": 0.34800660610198975,
|
| 877 |
+
"is_same_feature": false,
|
| 878 |
+
"is_cross_layer": true
|
| 879 |
+
}
|
| 880 |
+
]
|
| 881 |
+
},
|
| 882 |
+
"10728": {
|
| 883 |
+
"feature_id": 10728,
|
| 884 |
+
"primary_class": "aligned_only",
|
| 885 |
+
"target_layer": 24,
|
| 886 |
+
"r2": -0.0020627438833080713,
|
| 887 |
+
"n_nonzero": 0,
|
| 888 |
+
"is_superposition": false,
|
| 889 |
+
"constituent_features": [],
|
| 890 |
+
"top_base_matches": [
|
| 891 |
+
{
|
| 892 |
+
"base_feature_id": 10728,
|
| 893 |
+
"base_layer": 24,
|
| 894 |
+
"cosine": 0.9558278322219849,
|
| 895 |
+
"abs_cosine": 0.9558278322219849,
|
| 896 |
+
"is_same_feature": true,
|
| 897 |
+
"is_cross_layer": false
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"base_feature_id": 10728,
|
| 901 |
+
"base_layer": 23,
|
| 902 |
+
"cosine": 0.5093883275985718,
|
| 903 |
+
"abs_cosine": 0.5093883275985718,
|
| 904 |
+
"is_same_feature": true,
|
| 905 |
+
"is_cross_layer": true
|
| 906 |
+
},
|
| 907 |
+
{
|
| 908 |
+
"base_feature_id": 4275,
|
| 909 |
+
"base_layer": 23,
|
| 910 |
+
"cosine": 0.451076477766037,
|
| 911 |
+
"abs_cosine": 0.451076477766037,
|
| 912 |
+
"is_same_feature": false,
|
| 913 |
+
"is_cross_layer": true
|
| 914 |
+
},
|
| 915 |
+
{
|
| 916 |
+
"base_feature_id": 7270,
|
| 917 |
+
"base_layer": 24,
|
| 918 |
+
"cosine": 0.42381030321121216,
|
| 919 |
+
"abs_cosine": 0.42381030321121216,
|
| 920 |
+
"is_same_feature": false,
|
| 921 |
+
"is_cross_layer": false
|
| 922 |
+
},
|
| 923 |
+
{
|
| 924 |
+
"base_feature_id": 15786,
|
| 925 |
+
"base_layer": 24,
|
| 926 |
+
"cosine": 0.4228847920894623,
|
| 927 |
+
"abs_cosine": 0.4228847920894623,
|
| 928 |
+
"is_same_feature": false,
|
| 929 |
+
"is_cross_layer": false
|
| 930 |
+
}
|
| 931 |
+
]
|
| 932 |
+
},
|
| 933 |
+
"12219": {
|
| 934 |
+
"feature_id": 12219,
|
| 935 |
+
"primary_class": "aligned_only",
|
| 936 |
+
"target_layer": 25,
|
| 937 |
+
"r2": -3.3548550473883054e-05,
|
| 938 |
+
"n_nonzero": 0,
|
| 939 |
+
"is_superposition": false,
|
| 940 |
+
"constituent_features": [],
|
| 941 |
+
"top_base_matches": [
|
| 942 |
+
{
|
| 943 |
+
"base_feature_id": 12219,
|
| 944 |
+
"base_layer": 25,
|
| 945 |
+
"cosine": 0.8266550898551941,
|
| 946 |
+
"abs_cosine": 0.8266550898551941,
|
| 947 |
+
"is_same_feature": true,
|
| 948 |
+
"is_cross_layer": false
|
| 949 |
+
},
|
| 950 |
+
{
|
| 951 |
+
"base_feature_id": 15839,
|
| 952 |
+
"base_layer": 25,
|
| 953 |
+
"cosine": 0.5954424738883972,
|
| 954 |
+
"abs_cosine": 0.5954424738883972,
|
| 955 |
+
"is_same_feature": false,
|
| 956 |
+
"is_cross_layer": false
|
| 957 |
+
},
|
| 958 |
+
{
|
| 959 |
+
"base_feature_id": 12219,
|
| 960 |
+
"base_layer": 24,
|
| 961 |
+
"cosine": 0.5319705605506897,
|
| 962 |
+
"abs_cosine": 0.5319705605506897,
|
| 963 |
+
"is_same_feature": true,
|
| 964 |
+
"is_cross_layer": true
|
| 965 |
+
},
|
| 966 |
+
{
|
| 967 |
+
"base_feature_id": 15839,
|
| 968 |
+
"base_layer": 23,
|
| 969 |
+
"cosine": 0.4289395213127136,
|
| 970 |
+
"abs_cosine": 0.4289395213127136,
|
| 971 |
+
"is_same_feature": false,
|
| 972 |
+
"is_cross_layer": true
|
| 973 |
+
},
|
| 974 |
+
{
|
| 975 |
+
"base_feature_id": 16521,
|
| 976 |
+
"base_layer": 24,
|
| 977 |
+
"cosine": 0.29156213998794556,
|
| 978 |
+
"abs_cosine": 0.29156213998794556,
|
| 979 |
+
"is_same_feature": false,
|
| 980 |
+
"is_cross_layer": true
|
| 981 |
+
}
|
| 982 |
+
]
|
| 983 |
+
},
|
| 984 |
+
"12804": {
|
| 985 |
+
"feature_id": 12804,
|
| 986 |
+
"primary_class": "aligned_only",
|
| 987 |
+
"target_layer": 23,
|
| 988 |
+
"r2": -0.0015146281993085875,
|
| 989 |
+
"n_nonzero": 0,
|
| 990 |
+
"is_superposition": false,
|
| 991 |
+
"constituent_features": [],
|
| 992 |
+
"top_base_matches": [
|
| 993 |
+
{
|
| 994 |
+
"base_feature_id": 12804,
|
| 995 |
+
"base_layer": 23,
|
| 996 |
+
"cosine": 0.4004550874233246,
|
| 997 |
+
"abs_cosine": 0.4004550874233246,
|
| 998 |
+
"is_same_feature": true,
|
| 999 |
+
"is_cross_layer": false
|
| 1000 |
+
},
|
| 1001 |
+
{
|
| 1002 |
+
"base_feature_id": 4039,
|
| 1003 |
+
"base_layer": 23,
|
| 1004 |
+
"cosine": 0.3837060332298279,
|
| 1005 |
+
"abs_cosine": 0.3837060332298279,
|
| 1006 |
+
"is_same_feature": false,
|
| 1007 |
+
"is_cross_layer": false
|
| 1008 |
+
},
|
| 1009 |
+
{
|
| 1010 |
+
"base_feature_id": 706,
|
| 1011 |
+
"base_layer": 23,
|
| 1012 |
+
"cosine": 0.3541984260082245,
|
| 1013 |
+
"abs_cosine": 0.3541984260082245,
|
| 1014 |
+
"is_same_feature": false,
|
| 1015 |
+
"is_cross_layer": false
|
| 1016 |
+
},
|
| 1017 |
+
{
|
| 1018 |
+
"base_feature_id": 8426,
|
| 1019 |
+
"base_layer": 24,
|
| 1020 |
+
"cosine": 0.30401402711868286,
|
| 1021 |
+
"abs_cosine": 0.30401402711868286,
|
| 1022 |
+
"is_same_feature": false,
|
| 1023 |
+
"is_cross_layer": true
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"base_feature_id": 5084,
|
| 1027 |
+
"base_layer": 23,
|
| 1028 |
+
"cosine": 0.28626543283462524,
|
| 1029 |
+
"abs_cosine": 0.28626543283462524,
|
| 1030 |
+
"is_same_feature": false,
|
| 1031 |
+
"is_cross_layer": false
|
| 1032 |
+
}
|
| 1033 |
+
]
|
| 1034 |
+
},
|
| 1035 |
+
"12822": {
|
| 1036 |
+
"feature_id": 12822,
|
| 1037 |
+
"primary_class": "aligned_only",
|
| 1038 |
+
"target_layer": 25,
|
| 1039 |
+
"r2": -0.0003804124962958344,
|
| 1040 |
+
"n_nonzero": 0,
|
| 1041 |
+
"is_superposition": false,
|
| 1042 |
+
"constituent_features": [],
|
| 1043 |
+
"top_base_matches": [
|
| 1044 |
+
{
|
| 1045 |
+
"base_feature_id": 3938,
|
| 1046 |
+
"base_layer": 25,
|
| 1047 |
+
"cosine": 0.40946730971336365,
|
| 1048 |
+
"abs_cosine": 0.40946730971336365,
|
| 1049 |
+
"is_same_feature": false,
|
| 1050 |
+
"is_cross_layer": false
|
| 1051 |
+
},
|
| 1052 |
+
{
|
| 1053 |
+
"base_feature_id": 8426,
|
| 1054 |
+
"base_layer": 25,
|
| 1055 |
+
"cosine": 0.3606047034263611,
|
| 1056 |
+
"abs_cosine": 0.3606047034263611,
|
| 1057 |
+
"is_same_feature": false,
|
| 1058 |
+
"is_cross_layer": false
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"base_feature_id": 8426,
|
| 1062 |
+
"base_layer": 24,
|
| 1063 |
+
"cosine": 0.33766239881515503,
|
| 1064 |
+
"abs_cosine": 0.33766239881515503,
|
| 1065 |
+
"is_same_feature": false,
|
| 1066 |
+
"is_cross_layer": true
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"base_feature_id": 3938,
|
| 1070 |
+
"base_layer": 24,
|
| 1071 |
+
"cosine": 0.3137006163597107,
|
| 1072 |
+
"abs_cosine": 0.3137006163597107,
|
| 1073 |
+
"is_same_feature": false,
|
| 1074 |
+
"is_cross_layer": true
|
| 1075 |
+
},
|
| 1076 |
+
{
|
| 1077 |
+
"base_feature_id": 3145,
|
| 1078 |
+
"base_layer": 23,
|
| 1079 |
+
"cosine": 0.31206125020980835,
|
| 1080 |
+
"abs_cosine": 0.31206125020980835,
|
| 1081 |
+
"is_same_feature": false,
|
| 1082 |
+
"is_cross_layer": true
|
| 1083 |
+
}
|
| 1084 |
+
]
|
| 1085 |
+
},
|
| 1086 |
+
"13336": {
|
| 1087 |
+
"feature_id": 13336,
|
| 1088 |
+
"primary_class": "aligned_only",
|
| 1089 |
+
"target_layer": 25,
|
| 1090 |
+
"r2": -7.903200924741505e-05,
|
| 1091 |
+
"n_nonzero": 0,
|
| 1092 |
+
"is_superposition": false,
|
| 1093 |
+
"constituent_features": [],
|
| 1094 |
+
"top_base_matches": [
|
| 1095 |
+
{
|
| 1096 |
+
"base_feature_id": 13336,
|
| 1097 |
+
"base_layer": 25,
|
| 1098 |
+
"cosine": 0.9239407777786255,
|
| 1099 |
+
"abs_cosine": 0.9239407777786255,
|
| 1100 |
+
"is_same_feature": true,
|
| 1101 |
+
"is_cross_layer": false
|
| 1102 |
+
},
|
| 1103 |
+
{
|
| 1104 |
+
"base_feature_id": 13336,
|
| 1105 |
+
"base_layer": 24,
|
| 1106 |
+
"cosine": 0.7111761569976807,
|
| 1107 |
+
"abs_cosine": 0.7111761569976807,
|
| 1108 |
+
"is_same_feature": true,
|
| 1109 |
+
"is_cross_layer": true
|
| 1110 |
+
},
|
| 1111 |
+
{
|
| 1112 |
+
"base_feature_id": 4039,
|
| 1113 |
+
"base_layer": 23,
|
| 1114 |
+
"cosine": 0.17124216258525848,
|
| 1115 |
+
"abs_cosine": 0.17124216258525848,
|
| 1116 |
+
"is_same_feature": false,
|
| 1117 |
+
"is_cross_layer": true
|
| 1118 |
+
},
|
| 1119 |
+
{
|
| 1120 |
+
"base_feature_id": 11181,
|
| 1121 |
+
"base_layer": 24,
|
| 1122 |
+
"cosine": 0.1427549570798874,
|
| 1123 |
+
"abs_cosine": 0.1427549570798874,
|
| 1124 |
+
"is_same_feature": false,
|
| 1125 |
+
"is_cross_layer": true
|
| 1126 |
+
},
|
| 1127 |
+
{
|
| 1128 |
+
"base_feature_id": 3938,
|
| 1129 |
+
"base_layer": 25,
|
| 1130 |
+
"cosine": 0.13639162480831146,
|
| 1131 |
+
"abs_cosine": 0.13639162480831146,
|
| 1132 |
+
"is_same_feature": false,
|
| 1133 |
+
"is_cross_layer": false
|
| 1134 |
+
}
|
| 1135 |
+
]
|
| 1136 |
+
},
|
| 1137 |
+
"13578": {
|
| 1138 |
+
"feature_id": 13578,
|
| 1139 |
+
"primary_class": "aligned_only",
|
| 1140 |
+
"target_layer": 23,
|
| 1141 |
+
"r2": -0.0002543878220744311,
|
| 1142 |
+
"n_nonzero": 0,
|
| 1143 |
+
"is_superposition": false,
|
| 1144 |
+
"constituent_features": [],
|
| 1145 |
+
"top_base_matches": [
|
| 1146 |
+
{
|
| 1147 |
+
"base_feature_id": 13578,
|
| 1148 |
+
"base_layer": 23,
|
| 1149 |
+
"cosine": 0.7954102754592896,
|
| 1150 |
+
"abs_cosine": 0.7954102754592896,
|
| 1151 |
+
"is_same_feature": true,
|
| 1152 |
+
"is_cross_layer": false
|
| 1153 |
+
},
|
| 1154 |
+
{
|
| 1155 |
+
"base_feature_id": 8402,
|
| 1156 |
+
"base_layer": 24,
|
| 1157 |
+
"cosine": 0.45357751846313477,
|
| 1158 |
+
"abs_cosine": 0.45357751846313477,
|
| 1159 |
+
"is_same_feature": false,
|
| 1160 |
+
"is_cross_layer": true
|
| 1161 |
+
},
|
| 1162 |
+
{
|
| 1163 |
+
"base_feature_id": 13578,
|
| 1164 |
+
"base_layer": 25,
|
| 1165 |
+
"cosine": 0.3232191205024719,
|
| 1166 |
+
"abs_cosine": 0.3232191205024719,
|
| 1167 |
+
"is_same_feature": true,
|
| 1168 |
+
"is_cross_layer": true
|
| 1169 |
+
},
|
| 1170 |
+
{
|
| 1171 |
+
"base_feature_id": 8402,
|
| 1172 |
+
"base_layer": 25,
|
| 1173 |
+
"cosine": 0.3080499768257141,
|
| 1174 |
+
"abs_cosine": 0.3080499768257141,
|
| 1175 |
+
"is_same_feature": false,
|
| 1176 |
+
"is_cross_layer": true
|
| 1177 |
+
},
|
| 1178 |
+
{
|
| 1179 |
+
"base_feature_id": 13834,
|
| 1180 |
+
"base_layer": 25,
|
| 1181 |
+
"cosine": 0.2140725702047348,
|
| 1182 |
+
"abs_cosine": 0.2140725702047348,
|
| 1183 |
+
"is_same_feature": false,
|
| 1184 |
+
"is_cross_layer": true
|
| 1185 |
+
}
|
| 1186 |
+
]
|
| 1187 |
+
},
|
| 1188 |
+
"13858": {
|
| 1189 |
+
"feature_id": 13858,
|
| 1190 |
+
"primary_class": "aligned_only",
|
| 1191 |
+
"target_layer": 25,
|
| 1192 |
+
"r2": -2.281912005064335e-05,
|
| 1193 |
+
"n_nonzero": 0,
|
| 1194 |
+
"is_superposition": false,
|
| 1195 |
+
"constituent_features": [],
|
| 1196 |
+
"top_base_matches": [
|
| 1197 |
+
{
|
| 1198 |
+
"base_feature_id": 13858,
|
| 1199 |
+
"base_layer": 25,
|
| 1200 |
+
"cosine": 0.9737826585769653,
|
| 1201 |
+
"abs_cosine": 0.9737826585769653,
|
| 1202 |
+
"is_same_feature": true,
|
| 1203 |
+
"is_cross_layer": false
|
| 1204 |
+
},
|
| 1205 |
+
{
|
| 1206 |
+
"base_feature_id": 3812,
|
| 1207 |
+
"base_layer": 24,
|
| 1208 |
+
"cosine": 0.7660932540893555,
|
| 1209 |
+
"abs_cosine": 0.7660932540893555,
|
| 1210 |
+
"is_same_feature": false,
|
| 1211 |
+
"is_cross_layer": true
|
| 1212 |
+
},
|
| 1213 |
+
{
|
| 1214 |
+
"base_feature_id": 3812,
|
| 1215 |
+
"base_layer": 23,
|
| 1216 |
+
"cosine": 0.728113055229187,
|
| 1217 |
+
"abs_cosine": 0.728113055229187,
|
| 1218 |
+
"is_same_feature": false,
|
| 1219 |
+
"is_cross_layer": true
|
| 1220 |
+
},
|
| 1221 |
+
{
|
| 1222 |
+
"base_feature_id": 1208,
|
| 1223 |
+
"base_layer": 24,
|
| 1224 |
+
"cosine": 0.25267064571380615,
|
| 1225 |
+
"abs_cosine": 0.25267064571380615,
|
| 1226 |
+
"is_same_feature": false,
|
| 1227 |
+
"is_cross_layer": true
|
| 1228 |
+
},
|
| 1229 |
+
{
|
| 1230 |
+
"base_feature_id": 2549,
|
| 1231 |
+
"base_layer": 24,
|
| 1232 |
+
"cosine": 0.21662746369838715,
|
| 1233 |
+
"abs_cosine": 0.21662746369838715,
|
| 1234 |
+
"is_same_feature": false,
|
| 1235 |
+
"is_cross_layer": true
|
| 1236 |
+
}
|
| 1237 |
+
]
|
| 1238 |
+
},
|
| 1239 |
+
"15243": {
|
| 1240 |
+
"feature_id": 15243,
|
| 1241 |
+
"primary_class": "aligned_only",
|
| 1242 |
+
"target_layer": 24,
|
| 1243 |
+
"r2": -0.0001949350877636924,
|
| 1244 |
+
"n_nonzero": 0,
|
| 1245 |
+
"is_superposition": false,
|
| 1246 |
+
"constituent_features": [],
|
| 1247 |
+
"top_base_matches": [
|
| 1248 |
+
{
|
| 1249 |
+
"base_feature_id": 15243,
|
| 1250 |
+
"base_layer": 24,
|
| 1251 |
+
"cosine": 0.9556980133056641,
|
| 1252 |
+
"abs_cosine": 0.9556980133056641,
|
| 1253 |
+
"is_same_feature": true,
|
| 1254 |
+
"is_cross_layer": false
|
| 1255 |
+
},
|
| 1256 |
+
{
|
| 1257 |
+
"base_feature_id": 15243,
|
| 1258 |
+
"base_layer": 23,
|
| 1259 |
+
"cosine": 0.7583733797073364,
|
| 1260 |
+
"abs_cosine": 0.7583733797073364,
|
| 1261 |
+
"is_same_feature": true,
|
| 1262 |
+
"is_cross_layer": true
|
| 1263 |
+
},
|
| 1264 |
+
{
|
| 1265 |
+
"base_feature_id": 15243,
|
| 1266 |
+
"base_layer": 25,
|
| 1267 |
+
"cosine": 0.7056750059127808,
|
| 1268 |
+
"abs_cosine": 0.7056750059127808,
|
| 1269 |
+
"is_same_feature": true,
|
| 1270 |
+
"is_cross_layer": true
|
| 1271 |
+
},
|
| 1272 |
+
{
|
| 1273 |
+
"base_feature_id": 4461,
|
| 1274 |
+
"base_layer": 23,
|
| 1275 |
+
"cosine": 0.3303552269935608,
|
| 1276 |
+
"abs_cosine": 0.3303552269935608,
|
| 1277 |
+
"is_same_feature": false,
|
| 1278 |
+
"is_cross_layer": true
|
| 1279 |
+
},
|
| 1280 |
+
{
|
| 1281 |
+
"base_feature_id": 17829,
|
| 1282 |
+
"base_layer": 23,
|
| 1283 |
+
"cosine": 0.3134380877017975,
|
| 1284 |
+
"abs_cosine": 0.3134380877017975,
|
| 1285 |
+
"is_same_feature": false,
|
| 1286 |
+
"is_cross_layer": true
|
| 1287 |
+
}
|
| 1288 |
+
]
|
| 1289 |
+
},
|
| 1290 |
+
"16527": {
|
| 1291 |
+
"feature_id": 16527,
|
| 1292 |
+
"primary_class": "aligned_only",
|
| 1293 |
+
"target_layer": 25,
|
| 1294 |
+
"r2": -0.00044961124174824896,
|
| 1295 |
+
"n_nonzero": 0,
|
| 1296 |
+
"is_superposition": false,
|
| 1297 |
+
"constituent_features": [],
|
| 1298 |
+
"top_base_matches": [
|
| 1299 |
+
{
|
| 1300 |
+
"base_feature_id": 16527,
|
| 1301 |
+
"base_layer": 25,
|
| 1302 |
+
"cosine": 0.9284423589706421,
|
| 1303 |
+
"abs_cosine": 0.9284423589706421,
|
| 1304 |
+
"is_same_feature": true,
|
| 1305 |
+
"is_cross_layer": false
|
| 1306 |
+
},
|
| 1307 |
+
{
|
| 1308 |
+
"base_feature_id": 11166,
|
| 1309 |
+
"base_layer": 25,
|
| 1310 |
+
"cosine": 0.8236553072929382,
|
| 1311 |
+
"abs_cosine": 0.8236553072929382,
|
| 1312 |
+
"is_same_feature": false,
|
| 1313 |
+
"is_cross_layer": false
|
| 1314 |
+
},
|
| 1315 |
+
{
|
| 1316 |
+
"base_feature_id": 9393,
|
| 1317 |
+
"base_layer": 23,
|
| 1318 |
+
"cosine": 0.7520139217376709,
|
| 1319 |
+
"abs_cosine": 0.7520139217376709,
|
| 1320 |
+
"is_same_feature": false,
|
| 1321 |
+
"is_cross_layer": true
|
| 1322 |
+
},
|
| 1323 |
+
{
|
| 1324 |
+
"base_feature_id": 8395,
|
| 1325 |
+
"base_layer": 24,
|
| 1326 |
+
"cosine": 0.7036429643630981,
|
| 1327 |
+
"abs_cosine": 0.7036429643630981,
|
| 1328 |
+
"is_same_feature": false,
|
| 1329 |
+
"is_cross_layer": true
|
| 1330 |
+
},
|
| 1331 |
+
{
|
| 1332 |
+
"base_feature_id": 16527,
|
| 1333 |
+
"base_layer": 24,
|
| 1334 |
+
"cosine": 0.64346843957901,
|
| 1335 |
+
"abs_cosine": 0.64346843957901,
|
| 1336 |
+
"is_same_feature": true,
|
| 1337 |
+
"is_cross_layer": true
|
| 1338 |
+
}
|
| 1339 |
+
]
|
| 1340 |
+
},
|
| 1341 |
+
"17383": {
|
| 1342 |
+
"feature_id": 17383,
|
| 1343 |
+
"primary_class": "aligned_only",
|
| 1344 |
+
"target_layer": 25,
|
| 1345 |
+
"r2": -0.0001963066356756027,
|
| 1346 |
+
"n_nonzero": 0,
|
| 1347 |
+
"is_superposition": false,
|
| 1348 |
+
"constituent_features": [],
|
| 1349 |
+
"top_base_matches": [
|
| 1350 |
+
{
|
| 1351 |
+
"base_feature_id": 17383,
|
| 1352 |
+
"base_layer": 25,
|
| 1353 |
+
"cosine": 0.951090931892395,
|
| 1354 |
+
"abs_cosine": 0.951090931892395,
|
| 1355 |
+
"is_same_feature": true,
|
| 1356 |
+
"is_cross_layer": false
|
| 1357 |
+
},
|
| 1358 |
+
{
|
| 1359 |
+
"base_feature_id": 17383,
|
| 1360 |
+
"base_layer": 24,
|
| 1361 |
+
"cosine": 0.7057287693023682,
|
| 1362 |
+
"abs_cosine": 0.7057287693023682,
|
| 1363 |
+
"is_same_feature": true,
|
| 1364 |
+
"is_cross_layer": true
|
| 1365 |
+
},
|
| 1366 |
+
{
|
| 1367 |
+
"base_feature_id": 17383,
|
| 1368 |
+
"base_layer": 23,
|
| 1369 |
+
"cosine": 0.41265538334846497,
|
| 1370 |
+
"abs_cosine": 0.41265538334846497,
|
| 1371 |
+
"is_same_feature": true,
|
| 1372 |
+
"is_cross_layer": true
|
| 1373 |
+
},
|
| 1374 |
+
{
|
| 1375 |
+
"base_feature_id": 9823,
|
| 1376 |
+
"base_layer": 25,
|
| 1377 |
+
"cosine": 0.38664746284484863,
|
| 1378 |
+
"abs_cosine": 0.38664746284484863,
|
| 1379 |
+
"is_same_feature": false,
|
| 1380 |
+
"is_cross_layer": false
|
| 1381 |
+
},
|
| 1382 |
+
{
|
| 1383 |
+
"base_feature_id": 16353,
|
| 1384 |
+
"base_layer": 24,
|
| 1385 |
+
"cosine": 0.36041343212127686,
|
| 1386 |
+
"abs_cosine": 0.36041343212127686,
|
| 1387 |
+
"is_same_feature": false,
|
| 1388 |
+
"is_cross_layer": true
|
| 1389 |
+
}
|
| 1390 |
+
]
|
| 1391 |
+
},
|
| 1392 |
+
"17611": {
|
| 1393 |
+
"feature_id": 17611,
|
| 1394 |
+
"primary_class": "aligned_only",
|
| 1395 |
+
"target_layer": 25,
|
| 1396 |
+
"r2": -1.8467765521945623e-05,
|
| 1397 |
+
"n_nonzero": 0,
|
| 1398 |
+
"is_superposition": false,
|
| 1399 |
+
"constituent_features": [],
|
| 1400 |
+
"top_base_matches": [
|
| 1401 |
+
{
|
| 1402 |
+
"base_feature_id": 17611,
|
| 1403 |
+
"base_layer": 25,
|
| 1404 |
+
"cosine": 0.6239046454429626,
|
| 1405 |
+
"abs_cosine": 0.6239046454429626,
|
| 1406 |
+
"is_same_feature": true,
|
| 1407 |
+
"is_cross_layer": false
|
| 1408 |
+
},
|
| 1409 |
+
{
|
| 1410 |
+
"base_feature_id": 17718,
|
| 1411 |
+
"base_layer": 25,
|
| 1412 |
+
"cosine": 0.5273861885070801,
|
| 1413 |
+
"abs_cosine": 0.5273861885070801,
|
| 1414 |
+
"is_same_feature": false,
|
| 1415 |
+
"is_cross_layer": false
|
| 1416 |
+
},
|
| 1417 |
+
{
|
| 1418 |
+
"base_feature_id": 3938,
|
| 1419 |
+
"base_layer": 25,
|
| 1420 |
+
"cosine": 0.5000737905502319,
|
| 1421 |
+
"abs_cosine": 0.5000737905502319,
|
| 1422 |
+
"is_same_feature": false,
|
| 1423 |
+
"is_cross_layer": false
|
| 1424 |
+
},
|
| 1425 |
+
{
|
| 1426 |
+
"base_feature_id": 17718,
|
| 1427 |
+
"base_layer": 24,
|
| 1428 |
+
"cosine": 0.35454535484313965,
|
| 1429 |
+
"abs_cosine": 0.35454535484313965,
|
| 1430 |
+
"is_same_feature": false,
|
| 1431 |
+
"is_cross_layer": true
|
| 1432 |
+
},
|
| 1433 |
+
{
|
| 1434 |
+
"base_feature_id": 8426,
|
| 1435 |
+
"base_layer": 24,
|
| 1436 |
+
"cosine": 0.35357052087783813,
|
| 1437 |
+
"abs_cosine": 0.35357052087783813,
|
| 1438 |
+
"is_same_feature": false,
|
| 1439 |
+
"is_cross_layer": true
|
| 1440 |
+
}
|
| 1441 |
+
]
|
| 1442 |
+
},
|
| 1443 |
+
"18607": {
|
| 1444 |
+
"feature_id": 18607,
|
| 1445 |
+
"primary_class": "aligned_only",
|
| 1446 |
+
"target_layer": 23,
|
| 1447 |
+
"r2": -0.00023935904347771597,
|
| 1448 |
+
"n_nonzero": 0,
|
| 1449 |
+
"is_superposition": false,
|
| 1450 |
+
"constituent_features": [],
|
| 1451 |
+
"top_base_matches": [
|
| 1452 |
+
{
|
| 1453 |
+
"base_feature_id": 18607,
|
| 1454 |
+
"base_layer": 23,
|
| 1455 |
+
"cosine": 0.9405815601348877,
|
| 1456 |
+
"abs_cosine": 0.9405815601348877,
|
| 1457 |
+
"is_same_feature": true,
|
| 1458 |
+
"is_cross_layer": false
|
| 1459 |
+
},
|
| 1460 |
+
{
|
| 1461 |
+
"base_feature_id": 18607,
|
| 1462 |
+
"base_layer": 25,
|
| 1463 |
+
"cosine": 0.648852527141571,
|
| 1464 |
+
"abs_cosine": 0.648852527141571,
|
| 1465 |
+
"is_same_feature": true,
|
| 1466 |
+
"is_cross_layer": true
|
| 1467 |
+
},
|
| 1468 |
+
{
|
| 1469 |
+
"base_feature_id": 18607,
|
| 1470 |
+
"base_layer": 24,
|
| 1471 |
+
"cosine": 0.4702579975128174,
|
| 1472 |
+
"abs_cosine": 0.4702579975128174,
|
| 1473 |
+
"is_same_feature": true,
|
| 1474 |
+
"is_cross_layer": true
|
| 1475 |
+
},
|
| 1476 |
+
{
|
| 1477 |
+
"base_feature_id": 4508,
|
| 1478 |
+
"base_layer": 25,
|
| 1479 |
+
"cosine": 0.46953919529914856,
|
| 1480 |
+
"abs_cosine": 0.46953919529914856,
|
| 1481 |
+
"is_same_feature": false,
|
| 1482 |
+
"is_cross_layer": true
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"base_feature_id": 4508,
|
| 1486 |
+
"base_layer": 24,
|
| 1487 |
+
"cosine": 0.3763279318809509,
|
| 1488 |
+
"abs_cosine": 0.3763279318809509,
|
| 1489 |
+
"is_same_feature": false,
|
| 1490 |
+
"is_cross_layer": true
|
| 1491 |
+
}
|
| 1492 |
+
]
|
| 1493 |
+
},
|
| 1494 |
+
"18904": {
|
| 1495 |
+
"feature_id": 18904,
|
| 1496 |
+
"primary_class": "aligned_only",
|
| 1497 |
+
"target_layer": 23,
|
| 1498 |
+
"r2": -0.0009689665615240095,
|
| 1499 |
+
"n_nonzero": 0,
|
| 1500 |
+
"is_superposition": false,
|
| 1501 |
+
"constituent_features": [],
|
| 1502 |
+
"top_base_matches": [
|
| 1503 |
+
{
|
| 1504 |
+
"base_feature_id": 4039,
|
| 1505 |
+
"base_layer": 23,
|
| 1506 |
+
"cosine": 0.3793307840824127,
|
| 1507 |
+
"abs_cosine": 0.3793307840824127,
|
| 1508 |
+
"is_same_feature": false,
|
| 1509 |
+
"is_cross_layer": false
|
| 1510 |
+
},
|
| 1511 |
+
{
|
| 1512 |
+
"base_feature_id": 18904,
|
| 1513 |
+
"base_layer": 23,
|
| 1514 |
+
"cosine": 0.3330395221710205,
|
| 1515 |
+
"abs_cosine": 0.3330395221710205,
|
| 1516 |
+
"is_same_feature": true,
|
| 1517 |
+
"is_cross_layer": false
|
| 1518 |
+
},
|
| 1519 |
+
{
|
| 1520 |
+
"base_feature_id": 706,
|
| 1521 |
+
"base_layer": 23,
|
| 1522 |
+
"cosine": 0.31400662660598755,
|
| 1523 |
+
"abs_cosine": 0.31400662660598755,
|
| 1524 |
+
"is_same_feature": false,
|
| 1525 |
+
"is_cross_layer": false
|
| 1526 |
+
},
|
| 1527 |
+
{
|
| 1528 |
+
"base_feature_id": 8426,
|
| 1529 |
+
"base_layer": 24,
|
| 1530 |
+
"cosine": 0.3106289505958557,
|
| 1531 |
+
"abs_cosine": 0.3106289505958557,
|
| 1532 |
+
"is_same_feature": false,
|
| 1533 |
+
"is_cross_layer": true
|
| 1534 |
+
},
|
| 1535 |
+
{
|
| 1536 |
+
"base_feature_id": 5084,
|
| 1537 |
+
"base_layer": 23,
|
| 1538 |
+
"cosine": 0.2831072509288788,
|
| 1539 |
+
"abs_cosine": 0.2831072509288788,
|
| 1540 |
+
"is_same_feature": false,
|
| 1541 |
+
"is_cross_layer": false
|
| 1542 |
+
}
|
| 1543 |
+
]
|
| 1544 |
+
},
|
| 1545 |
+
"19365": {
|
| 1546 |
+
"feature_id": 19365,
|
| 1547 |
+
"primary_class": "aligned_only",
|
| 1548 |
+
"target_layer": 23,
|
| 1549 |
+
"r2": -0.00013489364967478323,
|
| 1550 |
+
"n_nonzero": 0,
|
| 1551 |
+
"is_superposition": false,
|
| 1552 |
+
"constituent_features": [],
|
| 1553 |
+
"top_base_matches": [
|
| 1554 |
+
{
|
| 1555 |
+
"base_feature_id": 19365,
|
| 1556 |
+
"base_layer": 23,
|
| 1557 |
+
"cosine": 0.8285148739814758,
|
| 1558 |
+
"abs_cosine": 0.8285148739814758,
|
| 1559 |
+
"is_same_feature": true,
|
| 1560 |
+
"is_cross_layer": false
|
| 1561 |
+
},
|
| 1562 |
+
{
|
| 1563 |
+
"base_feature_id": 4927,
|
| 1564 |
+
"base_layer": 23,
|
| 1565 |
+
"cosine": 0.6345223188400269,
|
| 1566 |
+
"abs_cosine": 0.6345223188400269,
|
| 1567 |
+
"is_same_feature": false,
|
| 1568 |
+
"is_cross_layer": false
|
| 1569 |
+
},
|
| 1570 |
+
{
|
| 1571 |
+
"base_feature_id": 4927,
|
| 1572 |
+
"base_layer": 24,
|
| 1573 |
+
"cosine": 0.49936357140541077,
|
| 1574 |
+
"abs_cosine": 0.49936357140541077,
|
| 1575 |
+
"is_same_feature": false,
|
| 1576 |
+
"is_cross_layer": true
|
| 1577 |
+
},
|
| 1578 |
+
{
|
| 1579 |
+
"base_feature_id": 11922,
|
| 1580 |
+
"base_layer": 24,
|
| 1581 |
+
"cosine": 0.4344604015350342,
|
| 1582 |
+
"abs_cosine": 0.4344604015350342,
|
| 1583 |
+
"is_same_feature": false,
|
| 1584 |
+
"is_cross_layer": true
|
| 1585 |
+
},
|
| 1586 |
+
{
|
| 1587 |
+
"base_feature_id": 4927,
|
| 1588 |
+
"base_layer": 25,
|
| 1589 |
+
"cosine": 0.43297427892684937,
|
| 1590 |
+
"abs_cosine": 0.43297427892684937,
|
| 1591 |
+
"is_same_feature": false,
|
| 1592 |
+
"is_cross_layer": true
|
| 1593 |
+
}
|
| 1594 |
+
]
|
| 1595 |
+
},
|
| 1596 |
+
"19472": {
|
| 1597 |
+
"feature_id": 19472,
|
| 1598 |
+
"primary_class": "aligned_only",
|
| 1599 |
+
"target_layer": 25,
|
| 1600 |
+
"r2": -0.0014109117887435296,
|
| 1601 |
+
"n_nonzero": 0,
|
| 1602 |
+
"is_superposition": false,
|
| 1603 |
+
"constituent_features": [],
|
| 1604 |
+
"top_base_matches": [
|
| 1605 |
+
{
|
| 1606 |
+
"base_feature_id": 19472,
|
| 1607 |
+
"base_layer": 25,
|
| 1608 |
+
"cosine": 0.9412874579429626,
|
| 1609 |
+
"abs_cosine": 0.9412874579429626,
|
| 1610 |
+
"is_same_feature": true,
|
| 1611 |
+
"is_cross_layer": false
|
| 1612 |
+
},
|
| 1613 |
+
{
|
| 1614 |
+
"base_feature_id": 19472,
|
| 1615 |
+
"base_layer": 24,
|
| 1616 |
+
"cosine": 0.7020974159240723,
|
| 1617 |
+
"abs_cosine": 0.7020974159240723,
|
| 1618 |
+
"is_same_feature": true,
|
| 1619 |
+
"is_cross_layer": true
|
| 1620 |
+
},
|
| 1621 |
+
{
|
| 1622 |
+
"base_feature_id": 19472,
|
| 1623 |
+
"base_layer": 23,
|
| 1624 |
+
"cosine": 0.6216896772384644,
|
| 1625 |
+
"abs_cosine": 0.6216896772384644,
|
| 1626 |
+
"is_same_feature": true,
|
| 1627 |
+
"is_cross_layer": true
|
| 1628 |
+
},
|
| 1629 |
+
{
|
| 1630 |
+
"base_feature_id": 17803,
|
| 1631 |
+
"base_layer": 25,
|
| 1632 |
+
"cosine": 0.5830477476119995,
|
| 1633 |
+
"abs_cosine": 0.5830477476119995,
|
| 1634 |
+
"is_same_feature": false,
|
| 1635 |
+
"is_cross_layer": false
|
| 1636 |
+
},
|
| 1637 |
+
{
|
| 1638 |
+
"base_feature_id": 15333,
|
| 1639 |
+
"base_layer": 24,
|
| 1640 |
+
"cosine": 0.26061180233955383,
|
| 1641 |
+
"abs_cosine": 0.26061180233955383,
|
| 1642 |
+
"is_same_feature": false,
|
| 1643 |
+
"is_cross_layer": true
|
| 1644 |
+
}
|
| 1645 |
+
]
|
| 1646 |
+
},
|
| 1647 |
+
"19516": {
|
| 1648 |
+
"feature_id": 19516,
|
| 1649 |
+
"primary_class": "aligned_only",
|
| 1650 |
+
"target_layer": 25,
|
| 1651 |
+
"r2": -0.0005787281364872943,
|
| 1652 |
+
"n_nonzero": 0,
|
| 1653 |
+
"is_superposition": false,
|
| 1654 |
+
"constituent_features": [],
|
| 1655 |
+
"top_base_matches": [
|
| 1656 |
+
{
|
| 1657 |
+
"base_feature_id": 3938,
|
| 1658 |
+
"base_layer": 25,
|
| 1659 |
+
"cosine": 0.4923381507396698,
|
| 1660 |
+
"abs_cosine": 0.4923381507396698,
|
| 1661 |
+
"is_same_feature": false,
|
| 1662 |
+
"is_cross_layer": false
|
| 1663 |
+
},
|
| 1664 |
+
{
|
| 1665 |
+
"base_feature_id": 19516,
|
| 1666 |
+
"base_layer": 25,
|
| 1667 |
+
"cosine": 0.4659297466278076,
|
| 1668 |
+
"abs_cosine": 0.4659297466278076,
|
| 1669 |
+
"is_same_feature": true,
|
| 1670 |
+
"is_cross_layer": false
|
| 1671 |
+
},
|
| 1672 |
+
{
|
| 1673 |
+
"base_feature_id": 8426,
|
| 1674 |
+
"base_layer": 24,
|
| 1675 |
+
"cosine": 0.4619938135147095,
|
| 1676 |
+
"abs_cosine": 0.4619938135147095,
|
| 1677 |
+
"is_same_feature": false,
|
| 1678 |
+
"is_cross_layer": true
|
| 1679 |
+
},
|
| 1680 |
+
{
|
| 1681 |
+
"base_feature_id": 8426,
|
| 1682 |
+
"base_layer": 25,
|
| 1683 |
+
"cosine": 0.4467349052429199,
|
| 1684 |
+
"abs_cosine": 0.4467349052429199,
|
| 1685 |
+
"is_same_feature": false,
|
| 1686 |
+
"is_cross_layer": false
|
| 1687 |
+
},
|
| 1688 |
+
{
|
| 1689 |
+
"base_feature_id": 3145,
|
| 1690 |
+
"base_layer": 23,
|
| 1691 |
+
"cosine": 0.386713445186615,
|
| 1692 |
+
"abs_cosine": 0.386713445186615,
|
| 1693 |
+
"is_same_feature": false,
|
| 1694 |
+
"is_cross_layer": true
|
| 1695 |
+
}
|
| 1696 |
+
]
|
| 1697 |
+
},
|
| 1698 |
+
"19866": {
|
| 1699 |
+
"feature_id": 19866,
|
| 1700 |
+
"primary_class": "aligned_only",
|
| 1701 |
+
"target_layer": 25,
|
| 1702 |
+
"r2": -3.8019167980296587e-05,
|
| 1703 |
+
"n_nonzero": 0,
|
| 1704 |
+
"is_superposition": false,
|
| 1705 |
+
"constituent_features": [],
|
| 1706 |
+
"top_base_matches": [
|
| 1707 |
+
{
|
| 1708 |
+
"base_feature_id": 3938,
|
| 1709 |
+
"base_layer": 25,
|
| 1710 |
+
"cosine": 0.5525421500205994,
|
| 1711 |
+
"abs_cosine": 0.5525421500205994,
|
| 1712 |
+
"is_same_feature": false,
|
| 1713 |
+
"is_cross_layer": false
|
| 1714 |
+
},
|
| 1715 |
+
{
|
| 1716 |
+
"base_feature_id": 16521,
|
| 1717 |
+
"base_layer": 25,
|
| 1718 |
+
"cosine": 0.4869029223918915,
|
| 1719 |
+
"abs_cosine": 0.4869029223918915,
|
| 1720 |
+
"is_same_feature": false,
|
| 1721 |
+
"is_cross_layer": false
|
| 1722 |
+
},
|
| 1723 |
+
{
|
| 1724 |
+
"base_feature_id": 3145,
|
| 1725 |
+
"base_layer": 23,
|
| 1726 |
+
"cosine": 0.47179993987083435,
|
| 1727 |
+
"abs_cosine": 0.47179993987083435,
|
| 1728 |
+
"is_same_feature": false,
|
| 1729 |
+
"is_cross_layer": true
|
| 1730 |
+
},
|
| 1731 |
+
{
|
| 1732 |
+
"base_feature_id": 8426,
|
| 1733 |
+
"base_layer": 24,
|
| 1734 |
+
"cosine": 0.4416351914405823,
|
| 1735 |
+
"abs_cosine": 0.4416351914405823,
|
| 1736 |
+
"is_same_feature": false,
|
| 1737 |
+
"is_cross_layer": true
|
| 1738 |
+
},
|
| 1739 |
+
{
|
| 1740 |
+
"base_feature_id": 4039,
|
| 1741 |
+
"base_layer": 23,
|
| 1742 |
+
"cosine": 0.43956291675567627,
|
| 1743 |
+
"abs_cosine": 0.43956291675567627,
|
| 1744 |
+
"is_same_feature": false,
|
| 1745 |
+
"is_cross_layer": true
|
| 1746 |
+
}
|
| 1747 |
+
]
|
| 1748 |
+
}
|
| 1749 |
+
}
|
| 1750 |
+
}
|
v1/assembled_activations/qwen3-4b-kto/metrics/aggregate_metrics.json
ADDED
|
@@ -0,0 +1,285 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"crosscoder_kind": "multilayer_sparc",
|
| 3 |
+
"layers": [
|
| 4 |
+
23,
|
| 5 |
+
24,
|
| 6 |
+
25
|
| 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 |
+
"base_only": 20446,
|
| 15 |
+
"aligned_only": 34
|
| 16 |
+
},
|
| 17 |
+
"multilayer_class_counts": {
|
| 18 |
+
"persistent_base_only": 20264,
|
| 19 |
+
"localized_base_only": 182,
|
| 20 |
+
"persistent_aligned_only": 28,
|
| 21 |
+
"localized_aligned_only": 6
|
| 22 |
+
},
|
| 23 |
+
"classification_thresholds": {
|
| 24 |
+
"rho_base_only": 0.5752362247796677,
|
| 25 |
+
"rho_aligned_only": 0.5752362247796677,
|
| 26 |
+
"rho_shared_low": 0.5752362247796677,
|
| 27 |
+
"rho_shared_high": 0.5752362247796677
|
| 28 |
+
},
|
| 29 |
+
"threshold_sensitivity": {
|
| 30 |
+
"original": {
|
| 31 |
+
"base_only": 20446,
|
| 32 |
+
"aligned_only": 34
|
| 33 |
+
},
|
| 34 |
+
"perturbed": {
|
| 35 |
+
"delta_-0.05": {
|
| 36 |
+
"base_only": 19045,
|
| 37 |
+
"aligned_only": 20,
|
| 38 |
+
"shared_aligned": 60,
|
| 39 |
+
"shared_redirected": 609,
|
| 40 |
+
"shared_intermediate": 746,
|
| 41 |
+
"shared_attenuated": 0,
|
| 42 |
+
"other": 0
|
| 43 |
+
},
|
| 44 |
+
"delta_+0.05": {
|
| 45 |
+
"base_only": 20460,
|
| 46 |
+
"aligned_only": 20,
|
| 47 |
+
"shared_aligned": 0,
|
| 48 |
+
"shared_redirected": 0,
|
| 49 |
+
"shared_intermediate": 0,
|
| 50 |
+
"shared_attenuated": 0,
|
| 51 |
+
"other": 0
|
| 52 |
+
}
|
| 53 |
+
},
|
| 54 |
+
"perturbation": 0.05
|
| 55 |
+
},
|
| 56 |
+
"class_counts_by_layer": {
|
| 57 |
+
"23": {
|
| 58 |
+
"base_only": 12001,
|
| 59 |
+
"aligned_only": 8479
|
| 60 |
+
},
|
| 61 |
+
"24": {
|
| 62 |
+
"base_only": 14211,
|
| 63 |
+
"aligned_only": 6269
|
| 64 |
+
},
|
| 65 |
+
"25": {
|
| 66 |
+
"base_only": 17596,
|
| 67 |
+
"aligned_only": 2884
|
| 68 |
+
}
|
| 69 |
+
},
|
| 70 |
+
"feature_sharing_ratio_by_layer": {
|
| 71 |
+
"23": 0.0,
|
| 72 |
+
"24": 0.0,
|
| 73 |
+
"25": 0.0
|
| 74 |
+
},
|
| 75 |
+
"decoder_amplification_by_layer": {
|
| 76 |
+
"23": {
|
| 77 |
+
"median": 1.0005609317964073,
|
| 78 |
+
"p95": 1.2618952839280162
|
| 79 |
+
},
|
| 80 |
+
"24": {
|
| 81 |
+
"median": 1.0007999503599225,
|
| 82 |
+
"p95": 1.17724912678126
|
| 83 |
+
},
|
| 84 |
+
"25": {
|
| 85 |
+
"median": 1.0003766957848002,
|
| 86 |
+
"p95": 1.1570640562685979
|
| 87 |
+
}
|
| 88 |
+
},
|
| 89 |
+
"classification_thresholds_by_layer": {
|
| 90 |
+
"23": {
|
| 91 |
+
"rho_base_only": 0.5074235612843079,
|
| 92 |
+
"rho_aligned_only": 0.5074235612843079,
|
| 93 |
+
"rho_shared_low": 0.5074235612843079,
|
| 94 |
+
"rho_shared_high": 0.5074235612843079
|
| 95 |
+
},
|
| 96 |
+
"24": {
|
| 97 |
+
"rho_base_only": 0.5127435066483077,
|
| 98 |
+
"rho_aligned_only": 0.5127435066483077,
|
| 99 |
+
"rho_shared_low": 0.5127435066483077,
|
| 100 |
+
"rho_shared_high": 0.5127435066483077
|
| 101 |
+
},
|
| 102 |
+
"25": {
|
| 103 |
+
"rho_base_only": 0.5240909237134969,
|
| 104 |
+
"rho_aligned_only": 0.5240909237134969,
|
| 105 |
+
"rho_shared_low": 0.5240909237134969,
|
| 106 |
+
"rho_shared_high": 0.5240909237134969
|
| 107 |
+
}
|
| 108 |
+
},
|
| 109 |
+
"threshold_sensitivity_by_layer": {
|
| 110 |
+
"23": {
|
| 111 |
+
"original": {
|
| 112 |
+
"base_only": 12001,
|
| 113 |
+
"aligned_only": 8479
|
| 114 |
+
},
|
| 115 |
+
"perturbed": {
|
| 116 |
+
"delta_-0.05": {
|
| 117 |
+
"base_only": 1563,
|
| 118 |
+
"aligned_only": 1045,
|
| 119 |
+
"shared_aligned": 1557,
|
| 120 |
+
"shared_redirected": 7734,
|
| 121 |
+
"shared_intermediate": 8581,
|
| 122 |
+
"shared_attenuated": 0,
|
| 123 |
+
"other": 0
|
| 124 |
+
},
|
| 125 |
+
"delta_+0.05": {
|
| 126 |
+
"base_only": 19435,
|
| 127 |
+
"aligned_only": 1045,
|
| 128 |
+
"shared_aligned": 0,
|
| 129 |
+
"shared_redirected": 0,
|
| 130 |
+
"shared_intermediate": 0,
|
| 131 |
+
"shared_attenuated": 0,
|
| 132 |
+
"other": 0
|
| 133 |
+
}
|
| 134 |
+
},
|
| 135 |
+
"perturbation": 0.05
|
| 136 |
+
},
|
| 137 |
+
"24": {
|
| 138 |
+
"original": {
|
| 139 |
+
"base_only": 14211,
|
| 140 |
+
"aligned_only": 6269
|
| 141 |
+
},
|
| 142 |
+
"perturbed": {
|
| 143 |
+
"delta_-0.05": {
|
| 144 |
+
"base_only": 943,
|
| 145 |
+
"aligned_only": 234,
|
| 146 |
+
"shared_aligned": 1629,
|
| 147 |
+
"shared_redirected": 8466,
|
| 148 |
+
"shared_intermediate": 9208,
|
| 149 |
+
"shared_attenuated": 0,
|
| 150 |
+
"other": 0
|
| 151 |
+
},
|
| 152 |
+
"delta_+0.05": {
|
| 153 |
+
"base_only": 20246,
|
| 154 |
+
"aligned_only": 234,
|
| 155 |
+
"shared_aligned": 0,
|
| 156 |
+
"shared_redirected": 0,
|
| 157 |
+
"shared_intermediate": 0,
|
| 158 |
+
"shared_attenuated": 0,
|
| 159 |
+
"other": 0
|
| 160 |
+
}
|
| 161 |
+
},
|
| 162 |
+
"perturbation": 0.05
|
| 163 |
+
},
|
| 164 |
+
"25": {
|
| 165 |
+
"original": {
|
| 166 |
+
"base_only": 17596,
|
| 167 |
+
"aligned_only": 2884
|
| 168 |
+
},
|
| 169 |
+
"perturbed": {
|
| 170 |
+
"delta_-0.05": {
|
| 171 |
+
"base_only": 1923,
|
| 172 |
+
"aligned_only": 53,
|
| 173 |
+
"shared_aligned": 1772,
|
| 174 |
+
"shared_redirected": 7336,
|
| 175 |
+
"shared_intermediate": 9396,
|
| 176 |
+
"shared_attenuated": 0,
|
| 177 |
+
"other": 0
|
| 178 |
+
},
|
| 179 |
+
"delta_+0.05": {
|
| 180 |
+
"base_only": 20427,
|
| 181 |
+
"aligned_only": 53,
|
| 182 |
+
"shared_aligned": 0,
|
| 183 |
+
"shared_redirected": 0,
|
| 184 |
+
"shared_intermediate": 0,
|
| 185 |
+
"shared_attenuated": 0,
|
| 186 |
+
"other": 0
|
| 187 |
+
}
|
| 188 |
+
},
|
| 189 |
+
"perturbation": 0.05
|
| 190 |
+
}
|
| 191 |
+
},
|
| 192 |
+
"counterfactual_shift_by_layer": {
|
| 193 |
+
"23": {
|
| 194 |
+
"aligned_only": {
|
| 195 |
+
"mean_shift": 0.03596737315232237,
|
| 196 |
+
"median_shift": 0.0034826407209038734,
|
| 197 |
+
"p95_abs_shift": 1.2365773677825853,
|
| 198 |
+
"count": 34
|
| 199 |
+
},
|
| 200 |
+
"base_only": {
|
| 201 |
+
"mean_shift": 0.006747033188340066,
|
| 202 |
+
"median_shift": 0.0,
|
| 203 |
+
"p95_abs_shift": 0.0,
|
| 204 |
+
"count": 20446
|
| 205 |
+
}
|
| 206 |
+
},
|
| 207 |
+
"24": {
|
| 208 |
+
"aligned_only": {
|
| 209 |
+
"mean_shift": 0.061009126121301535,
|
| 210 |
+
"median_shift": 0.00574851781129837,
|
| 211 |
+
"p95_abs_shift": 3.816008388996122,
|
| 212 |
+
"count": 34
|
| 213 |
+
},
|
| 214 |
+
"base_only": {
|
| 215 |
+
"mean_shift": 0.0008255765313785287,
|
| 216 |
+
"median_shift": 0.0,
|
| 217 |
+
"p95_abs_shift": 0.0,
|
| 218 |
+
"count": 20446
|
| 219 |
+
}
|
| 220 |
+
},
|
| 221 |
+
"25": {
|
| 222 |
+
"aligned_only": {
|
| 223 |
+
"mean_shift": 0.06269336040885023,
|
| 224 |
+
"median_shift": 0.0035333335399627686,
|
| 225 |
+
"p95_abs_shift": 4.767869997024535,
|
| 226 |
+
"count": 34
|
| 227 |
+
},
|
| 228 |
+
"base_only": {
|
| 229 |
+
"mean_shift": 0.002443267220301656,
|
| 230 |
+
"median_shift": 0.0,
|
| 231 |
+
"p95_abs_shift": 0.0,
|
| 232 |
+
"count": 20446
|
| 233 |
+
}
|
| 234 |
+
}
|
| 235 |
+
},
|
| 236 |
+
"total_features": 20480,
|
| 237 |
+
"fve_base": 0.8652311547888512,
|
| 238 |
+
"fve_aligned": 0.8695185892869041,
|
| 239 |
+
"fve_base_by_layer": [
|
| 240 |
+
0.855601489855981,
|
| 241 |
+
0.869883322902999,
|
| 242 |
+
0.870208601989047
|
| 243 |
+
],
|
| 244 |
+
"fve_aligned_by_layer": [
|
| 245 |
+
0.8496601116594844,
|
| 246 |
+
0.8785307847392496,
|
| 247 |
+
0.8803648071763404
|
| 248 |
+
],
|
| 249 |
+
"val_fve_base_by_layer": [
|
| 250 |
+
0.855601489855981,
|
| 251 |
+
0.869883322902999,
|
| 252 |
+
0.870208601989047
|
| 253 |
+
],
|
| 254 |
+
"val_fve_aligned_by_layer": [
|
| 255 |
+
0.8496601116594844,
|
| 256 |
+
0.8785307847392496,
|
| 257 |
+
0.8803648071763404
|
| 258 |
+
],
|
| 259 |
+
"dead_neuron_fraction": 0.9717595683714136,
|
| 260 |
+
"l0_sparsity_base": 192.9452220072749,
|
| 261 |
+
"l0_sparsity_aligned": 190.4826256461959,
|
| 262 |
+
"l0_base_by_layer": [
|
| 263 |
+
179.48420169293638,
|
| 264 |
+
199.32709427904263,
|
| 265 |
+
200.02435420315237
|
| 266 |
+
],
|
| 267 |
+
"l0_aligned_by_layer": [
|
| 268 |
+
171.62883099824867,
|
| 269 |
+
199.84469862813776,
|
| 270 |
+
199.9743323117338
|
| 271 |
+
],
|
| 272 |
+
"val_l0_base": 193.73686162339456,
|
| 273 |
+
"val_l0_aligned": 191.17527051995563,
|
| 274 |
+
"val_l0_base_by_layer": [
|
| 275 |
+
180.31806282722513,
|
| 276 |
+
200.10749345549738,
|
| 277 |
+
200.78501308900525
|
| 278 |
+
],
|
| 279 |
+
"val_l0_aligned_by_layer": [
|
| 280 |
+
172.2114965628579,
|
| 281 |
+
200.59653141361255,
|
| 282 |
+
200.71776832460733
|
| 283 |
+
],
|
| 284 |
+
"superposition_fraction": 0.0
|
| 285 |
+
}
|
v1/assembled_activations/qwen3-4b-kto/metrics/training_metrics.json
ADDED
|
@@ -0,0 +1,524 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epochs": [
|
| 3 |
+
1,
|
| 4 |
+
2,
|
| 5 |
+
3,
|
| 6 |
+
4,
|
| 7 |
+
5,
|
| 8 |
+
6,
|
| 9 |
+
7,
|
| 10 |
+
8
|
| 11 |
+
],
|
| 12 |
+
"train_loss": [
|
| 13 |
+
6.76028403850306,
|
| 14 |
+
3.9046143639943645,
|
| 15 |
+
3.228121579215322,
|
| 16 |
+
2.8597300035245086,
|
| 17 |
+
2.6493724942276926,
|
| 18 |
+
2.5051394429599343,
|
| 19 |
+
2.421490961741232,
|
| 20 |
+
2.3844429846054895
|
| 21 |
+
],
|
| 22 |
+
"val_loss": [
|
| 23 |
+
4.92824076545176,
|
| 24 |
+
3.5071735194840357,
|
| 25 |
+
2.835419489451104,
|
| 26 |
+
2.7412732852066997,
|
| 27 |
+
2.378037657413183,
|
| 28 |
+
2.2228937086634613,
|
| 29 |
+
2.1669304046331277,
|
| 30 |
+
2.1560567779690807
|
| 31 |
+
],
|
| 32 |
+
"train_fve_base": [
|
| 33 |
+
0.7015960435479525,
|
| 34 |
+
0.8383776605720765,
|
| 35 |
+
0.8519851440445276,
|
| 36 |
+
0.8590077327763346,
|
| 37 |
+
0.8644971159975638,
|
| 38 |
+
0.868163820114737,
|
| 39 |
+
0.871311140074343,
|
| 40 |
+
0.8732071874855696
|
| 41 |
+
],
|
| 42 |
+
"train_fve_aligned": [
|
| 43 |
+
0.7113987897414632,
|
| 44 |
+
0.8440669860953973,
|
| 45 |
+
0.8558033980337835,
|
| 46 |
+
0.8627127026927033,
|
| 47 |
+
0.8671564106278717,
|
| 48 |
+
0.8713235474092113,
|
| 49 |
+
0.8746173165725535,
|
| 50 |
+
0.8766614520194861
|
| 51 |
+
],
|
| 52 |
+
"val_fve_base": [
|
| 53 |
+
0.8261283951280005,
|
| 54 |
+
0.846365251778308,
|
| 55 |
+
0.8530328919750234,
|
| 56 |
+
0.8576946851470708,
|
| 57 |
+
0.860821262392074,
|
| 58 |
+
0.8633307043794562,
|
| 59 |
+
0.864839899914427,
|
| 60 |
+
0.8652311547888512
|
| 61 |
+
],
|
| 62 |
+
"val_fve_aligned": [
|
| 63 |
+
0.8333590829559646,
|
| 64 |
+
0.8515108162195895,
|
| 65 |
+
0.8571373723564347,
|
| 66 |
+
0.8612030126661531,
|
| 67 |
+
0.86469614162495,
|
| 68 |
+
0.8671571169224085,
|
| 69 |
+
0.8690860333867098,
|
| 70 |
+
0.8695185892869041
|
| 71 |
+
],
|
| 72 |
+
"val_fve_base_by_layer": [
|
| 73 |
+
[
|
| 74 |
+
0.8177766338068777,
|
| 75 |
+
0.8299117709329615,
|
| 76 |
+
0.8306967141740609
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
0.8367360998822756,
|
| 80 |
+
0.8507366916896161,
|
| 81 |
+
0.8516229010377255
|
| 82 |
+
],
|
| 83 |
+
[
|
| 84 |
+
0.8429638262818621,
|
| 85 |
+
0.8574860080374473,
|
| 86 |
+
0.8586487813769835
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
0.8477232908703269,
|
| 90 |
+
0.8621404776398424,
|
| 91 |
+
0.8632202363763181
|
| 92 |
+
],
|
| 93 |
+
[
|
| 94 |
+
0.8502380248763799,
|
| 95 |
+
0.8657928237116149,
|
| 96 |
+
0.8664328808559797
|
| 97 |
+
],
|
| 98 |
+
[
|
| 99 |
+
0.8534025624784499,
|
| 100 |
+
0.8679748658110334,
|
| 101 |
+
0.8686146196270488
|
| 102 |
+
],
|
| 103 |
+
[
|
| 104 |
+
0.8551752067985335,
|
| 105 |
+
0.8695200428912777,
|
| 106 |
+
0.8698243863919642
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
0.855601489855981,
|
| 110 |
+
0.869883322902999,
|
| 111 |
+
0.870208601989047
|
| 112 |
+
]
|
| 113 |
+
],
|
| 114 |
+
"val_fve_aligned_by_layer": [
|
| 115 |
+
[
|
| 116 |
+
0.8161060466816288,
|
| 117 |
+
0.8401628036773642,
|
| 118 |
+
0.8438083329749981
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
0.8306049545397933,
|
| 122 |
+
0.8607466760730245,
|
| 123 |
+
0.8631807628102327
|
| 124 |
+
],
|
| 125 |
+
[
|
| 126 |
+
0.8357983836952928,
|
| 127 |
+
0.8666428683315897,
|
| 128 |
+
0.8689708182324913
|
| 129 |
+
],
|
| 130 |
+
[
|
| 131 |
+
0.8396026354809706,
|
| 132 |
+
0.871149707839127,
|
| 133 |
+
0.8728566503649606
|
| 134 |
+
],
|
| 135 |
+
[
|
| 136 |
+
0.8435260463135404,
|
| 137 |
+
0.8744087434563962,
|
| 138 |
+
0.8761535686348121
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
0.8461695953189391,
|
| 142 |
+
0.876624201292767,
|
| 143 |
+
0.8786774989198015
|
| 144 |
+
],
|
| 145 |
+
[
|
| 146 |
+
0.8490853100546991,
|
| 147 |
+
0.8781257808520532,
|
| 148 |
+
0.8800469474642688
|
| 149 |
+
],
|
| 150 |
+
[
|
| 151 |
+
0.8496601116594844,
|
| 152 |
+
0.8785307847392496,
|
| 153 |
+
0.8803648071763404
|
| 154 |
+
]
|
| 155 |
+
],
|
| 156 |
+
"train_fve_base_by_layer": [
|
| 157 |
+
[
|
| 158 |
+
0.6941370204117169,
|
| 159 |
+
0.7037833648958334,
|
| 160 |
+
0.7068676891830743
|
| 161 |
+
],
|
| 162 |
+
[
|
| 163 |
+
0.8290317470193674,
|
| 164 |
+
0.8427446633490359,
|
| 165 |
+
0.8433565127522501
|
| 166 |
+
],
|
| 167 |
+
[
|
| 168 |
+
0.8420405701385627,
|
| 169 |
+
0.8563868470242061,
|
| 170 |
+
0.8575279586369436
|
| 171 |
+
],
|
| 172 |
+
[
|
| 173 |
+
0.8484418059188723,
|
| 174 |
+
0.8636138992078528,
|
| 175 |
+
0.8649674302920638
|
| 176 |
+
],
|
| 177 |
+
[
|
| 178 |
+
0.8543001995821551,
|
| 179 |
+
0.8687895139406385,
|
| 180 |
+
0.8704015777532774
|
| 181 |
+
],
|
| 182 |
+
[
|
| 183 |
+
0.8575139902031915,
|
| 184 |
+
0.872737635037945,
|
| 185 |
+
0.874239777133817
|
| 186 |
+
],
|
| 187 |
+
[
|
| 188 |
+
0.8611477057417443,
|
| 189 |
+
0.8756901696628809,
|
| 190 |
+
0.8770954830912352
|
| 191 |
+
],
|
| 192 |
+
[
|
| 193 |
+
0.863233735529359,
|
| 194 |
+
0.8775679492073594,
|
| 195 |
+
0.8788198216296884
|
| 196 |
+
]
|
| 197 |
+
],
|
| 198 |
+
"train_fve_aligned_by_layer": [
|
| 199 |
+
[
|
| 200 |
+
0.6944726137341077,
|
| 201 |
+
0.716125981889826,
|
| 202 |
+
0.7235977173338699
|
| 203 |
+
],
|
| 204 |
+
[
|
| 205 |
+
0.8251827138944181,
|
| 206 |
+
0.8521462664991113,
|
| 207 |
+
0.8548719161654939
|
| 208 |
+
],
|
| 209 |
+
[
|
| 210 |
+
0.8339531674972418,
|
| 211 |
+
0.865365701395381,
|
| 212 |
+
0.8680912674134472
|
| 213 |
+
],
|
| 214 |
+
[
|
| 215 |
+
0.8414097531664393,
|
| 216 |
+
0.8720411967966756,
|
| 217 |
+
0.8746871037644667
|
| 218 |
+
],
|
| 219 |
+
[
|
| 220 |
+
0.8451629372904055,
|
| 221 |
+
0.8770438990812864,
|
| 222 |
+
0.8792623344458688
|
| 223 |
+
],
|
| 224 |
+
[
|
| 225 |
+
0.8496535475046678,
|
| 226 |
+
0.8808131022753941,
|
| 227 |
+
0.8835039282151292
|
| 228 |
+
],
|
| 229 |
+
[
|
| 230 |
+
0.8537785815900345,
|
| 231 |
+
0.8836610175264696,
|
| 232 |
+
0.8864122903353975
|
| 233 |
+
],
|
| 234 |
+
[
|
| 235 |
+
0.8564457243044197,
|
| 236 |
+
0.8854721518406309,
|
| 237 |
+
0.8880664166900336
|
| 238 |
+
]
|
| 239 |
+
],
|
| 240 |
+
"dead_neurons": [
|
| 241 |
+
0.9488354915425712,
|
| 242 |
+
0.9730066949000361,
|
| 243 |
+
0.9729631123874039,
|
| 244 |
+
0.9726735350686211,
|
| 245 |
+
0.9724439327924208,
|
| 246 |
+
0.9720509123955285,
|
| 247 |
+
0.9718097363100091,
|
| 248 |
+
0.9717595683714136
|
| 249 |
+
],
|
| 250 |
+
"l0_base": [
|
| 251 |
+
201.66596055796325,
|
| 252 |
+
185.29069886037777,
|
| 253 |
+
188.3926337175876,
|
| 254 |
+
190.54822095346535,
|
| 255 |
+
192.26211832896075,
|
| 256 |
+
191.80359647431294,
|
| 257 |
+
192.55571259132827,
|
| 258 |
+
192.9452220072749
|
| 259 |
+
],
|
| 260 |
+
"l0_aligned": [
|
| 261 |
+
199.70309686076203,
|
| 262 |
+
184.04912099042136,
|
| 263 |
+
185.92800052640595,
|
| 264 |
+
187.69762381015295,
|
| 265 |
+
189.6078262908098,
|
| 266 |
+
189.84464915509957,
|
| 267 |
+
190.03019087257542,
|
| 268 |
+
190.4826256461959
|
| 269 |
+
],
|
| 270 |
+
"l0_base_by_layer": [
|
| 271 |
+
[
|
| 272 |
+
190.144009048453,
|
| 273 |
+
204.8827167250438,
|
| 274 |
+
209.97113981319322
|
| 275 |
+
],
|
| 276 |
+
[
|
| 277 |
+
171.2249160828955,
|
| 278 |
+
190.1411084354933,
|
| 279 |
+
194.5060566258027
|
| 280 |
+
],
|
| 281 |
+
[
|
| 282 |
+
175.0184252772913,
|
| 283 |
+
193.5944067425569,
|
| 284 |
+
196.56505399883247
|
| 285 |
+
],
|
| 286 |
+
[
|
| 287 |
+
176.8047832749562,
|
| 288 |
+
196.379360040864,
|
| 289 |
+
198.46050423234092
|
| 290 |
+
],
|
| 291 |
+
[
|
| 292 |
+
178.9810274372446,
|
| 293 |
+
197.9966433158202,
|
| 294 |
+
199.80866900175133
|
| 295 |
+
],
|
| 296 |
+
[
|
| 297 |
+
176.4855151780502,
|
| 298 |
+
199.25877481027436,
|
| 299 |
+
199.66648423817864
|
| 300 |
+
],
|
| 301 |
+
[
|
| 302 |
+
178.71342308814945,
|
| 303 |
+
199.06381348511383,
|
| 304 |
+
199.88988616462348
|
| 305 |
+
],
|
| 306 |
+
[
|
| 307 |
+
179.48420169293638,
|
| 308 |
+
199.32709427904263,
|
| 309 |
+
200.02435420315237
|
| 310 |
+
]
|
| 311 |
+
],
|
| 312 |
+
"l0_aligned_by_layer": [
|
| 313 |
+
[
|
| 314 |
+
187.3046555750146,
|
| 315 |
+
204.61622518972564,
|
| 316 |
+
207.18839389959135
|
| 317 |
+
],
|
| 318 |
+
[
|
| 319 |
+
168.132880910683,
|
| 320 |
+
190.73232267950962,
|
| 321 |
+
193.28214389959135
|
| 322 |
+
],
|
| 323 |
+
[
|
| 324 |
+
169.43620475773497,
|
| 325 |
+
193.69663966725045,
|
| 326 |
+
194.6511420023351
|
| 327 |
+
],
|
| 328 |
+
[
|
| 329 |
+
169.8374927028605,
|
| 330 |
+
196.45514083479276,
|
| 331 |
+
196.8002225627554
|
| 332 |
+
],
|
| 333 |
+
[
|
| 334 |
+
172.06178852889667,
|
| 335 |
+
198.3454830706363,
|
| 336 |
+
198.4161923525978
|
| 337 |
+
],
|
| 338 |
+
[
|
| 339 |
+
170.32167615294804,
|
| 340 |
+
199.63045461179217,
|
| 341 |
+
199.58180093403385
|
| 342 |
+
],
|
| 343 |
+
[
|
| 344 |
+
170.68091433158202,
|
| 345 |
+
199.5491644775248,
|
| 346 |
+
199.8604786923526
|
| 347 |
+
],
|
| 348 |
+
[
|
| 349 |
+
171.62883099824867,
|
| 350 |
+
199.84469862813776,
|
| 351 |
+
199.9743323117338
|
| 352 |
+
]
|
| 353 |
+
],
|
| 354 |
+
"val_l0_base": [
|
| 355 |
+
184.68014270722554,
|
| 356 |
+
188.19194078695088,
|
| 357 |
+
189.71082869125286,
|
| 358 |
+
191.72099064532375,
|
| 359 |
+
192.34570016910894,
|
| 360 |
+
193.01149434194514,
|
| 361 |
+
193.5691948536179,
|
| 362 |
+
193.73686162339456
|
| 363 |
+
],
|
| 364 |
+
"val_l0_aligned": [
|
| 365 |
+
183.24335100263826,
|
| 366 |
+
185.18626923086757,
|
| 367 |
+
187.24862343353752,
|
| 368 |
+
188.58072043214167,
|
| 369 |
+
191.41912506263293,
|
| 370 |
+
190.17398007377903,
|
| 371 |
+
190.97564481565465,
|
| 372 |
+
191.17527051995563
|
| 373 |
+
],
|
| 374 |
+
"val_l0_base_by_layer": [
|
| 375 |
+
[
|
| 376 |
+
169.34364095158602,
|
| 377 |
+
189.3860166060363,
|
| 378 |
+
195.31075482593158
|
| 379 |
+
],
|
| 380 |
+
[
|
| 381 |
+
175.52770508771167,
|
| 382 |
+
192.84505890052355,
|
| 383 |
+
196.20304319371726
|
| 384 |
+
],
|
| 385 |
+
[
|
| 386 |
+
175.49956372645514,
|
| 387 |
+
195.2835951400677,
|
| 388 |
+
198.34931282722513
|
| 389 |
+
],
|
| 390 |
+
[
|
| 391 |
+
178.7716514227902,
|
| 392 |
+
197.17173870945476,
|
| 393 |
+
199.21956806282722
|
| 394 |
+
],
|
| 395 |
+
[
|
| 396 |
+
175.93788178928236,
|
| 397 |
+
200.24351006153367,
|
| 398 |
+
200.8556937172775
|
| 399 |
+
],
|
| 400 |
+
[
|
| 401 |
+
178.811027486911,
|
| 402 |
+
199.62052797647047,
|
| 403 |
+
200.6029123036649
|
| 404 |
+
],
|
| 405 |
+
[
|
| 406 |
+
180.09162303664922,
|
| 407 |
+
199.95642457332912,
|
| 408 |
+
200.6595222513089
|
| 409 |
+
],
|
| 410 |
+
[
|
| 411 |
+
180.31806282722513,
|
| 412 |
+
200.10749345549738,
|
| 413 |
+
200.78501308900525
|
| 414 |
+
]
|
| 415 |
+
],
|
| 416 |
+
"val_l0_aligned_by_layer": [
|
| 417 |
+
[
|
| 418 |
+
167.0059446165075,
|
| 419 |
+
189.76603403141362,
|
| 420 |
+
192.95806069898356
|
| 421 |
+
],
|
| 422 |
+
[
|
| 423 |
+
167.5886235262087,
|
| 424 |
+
193.33158818589456,
|
| 425 |
+
194.63857984293193
|
| 426 |
+
],
|
| 427 |
+
[
|
| 428 |
+
170.5589005235602,
|
| 429 |
+
195.07733425919298,
|
| 430 |
+
196.10962041884818
|
| 431 |
+
],
|
| 432 |
+
[
|
| 433 |
+
170.40014185081603,
|
| 434 |
+
197.59445901441325,
|
| 435 |
+
197.74754581151834
|
| 436 |
+
],
|
| 437 |
+
[
|
| 438 |
+
173.3306609947644,
|
| 439 |
+
200.57531634425618,
|
| 440 |
+
200.3513853063134
|
| 441 |
+
],
|
| 442 |
+
[
|
| 443 |
+
169.85847513089004,
|
| 444 |
+
200.07242588222962,
|
| 445 |
+
200.5910231505389
|
| 446 |
+
],
|
| 447 |
+
[
|
| 448 |
+
171.91083115183247,
|
| 449 |
+
200.36578321207256,
|
| 450 |
+
200.65030546338147
|
| 451 |
+
],
|
| 452 |
+
[
|
| 453 |
+
172.2114965628579,
|
| 454 |
+
200.59653141361255,
|
| 455 |
+
200.71776832460733
|
| 456 |
+
]
|
| 457 |
+
],
|
| 458 |
+
"self_recon": [
|
| 459 |
+
4.505664574424913,
|
| 460 |
+
2.4993432393494364,
|
| 461 |
+
1.928468828408675,
|
| 462 |
+
1.632774028733538,
|
| 463 |
+
1.4642720026922589,
|
| 464 |
+
1.3408555966055469,
|
| 465 |
+
1.2775818366998828,
|
| 466 |
+
1.2487620436442364
|
| 467 |
+
],
|
| 468 |
+
"cross_recon": [
|
| 469 |
+
4.735656836474074,
|
| 470 |
+
2.9622688656721765,
|
| 471 |
+
2.6449227120816463,
|
| 472 |
+
2.44305269911633,
|
| 473 |
+
2.2986239649994777,
|
| 474 |
+
2.2439229215576297,
|
| 475 |
+
2.1651062731219537,
|
| 476 |
+
2.136379169325208
|
| 477 |
+
],
|
| 478 |
+
"sparsity": [
|
| 479 |
+
0.3603566674655874,
|
| 480 |
+
0.22036356804702134,
|
| 481 |
+
0.2416836008977556,
|
| 482 |
+
0.24973488128018254,
|
| 483 |
+
0.265650885543904,
|
| 484 |
+
0.26671464092294445,
|
| 485 |
+
0.2778665776132354,
|
| 486 |
+
0.2811292820135474
|
| 487 |
+
],
|
| 488 |
+
"val_self_recon": [
|
| 489 |
+
3.3585716854215293,
|
| 490 |
+
2.313585938583494,
|
| 491 |
+
1.8139816560046211,
|
| 492 |
+
1.742430759974175,
|
| 493 |
+
1.4820889540367725,
|
| 494 |
+
1.3633831792476914,
|
| 495 |
+
1.3203094685889039,
|
| 496 |
+
1.3120334990985731
|
| 497 |
+
],
|
| 498 |
+
"val_cross_recon": [
|
| 499 |
+
3.4025513507932894,
|
| 500 |
+
2.4008493604460313,
|
| 501 |
+
1.9376109245559932,
|
| 502 |
+
1.83995559203063,
|
| 503 |
+
1.5830870133419936,
|
| 504 |
+
1.4607672432330265,
|
| 505 |
+
1.4141834709032668,
|
| 506 |
+
1.4039158390454596
|
| 507 |
+
],
|
| 508 |
+
"val_sparsity": [
|
| 509 |
+
0.20864846537874632,
|
| 510 |
+
0.23324787406085049,
|
| 511 |
+
0.24639344675690716,
|
| 512 |
+
0.26286028746847084,
|
| 513 |
+
0.2627138671762656,
|
| 514 |
+
0.27520360840552766,
|
| 515 |
+
0.28094753154909424,
|
| 516 |
+
0.282456925402137
|
| 517 |
+
],
|
| 518 |
+
"layers": [
|
| 519 |
+
23,
|
| 520 |
+
24,
|
| 521 |
+
25
|
| 522 |
+
],
|
| 523 |
+
"topk_mode": "model_balanced_layer_agg"
|
| 524 |
+
}
|
v1/assembled_activations/qwen3-4b-kto/plots/aligned_decoder_norm_heatmap.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/base_decoder_norm_heatmap.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/cf_shift_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/cf_shift_p95_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/class_distribution_multilayer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/class_distribution_primary.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/cross_layer_cosine_drift_by_stream.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/decoder_norm_ratio_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/feature_layer_trajectories.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/feature_sharing_ratio_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/fve_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/l0_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/layer_concentration_entropy.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/loss_curves.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/max_norm_layer_migration.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/rho_histogram_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/rho_theta_scatter_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/superposition_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/plots/theta_by_layer.png
ADDED
|
Git LFS Details
|
v1/assembled_activations/qwen3-4b-kto/run_meta.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"crosscoder_kind": "multilayer_sparc",
|
| 3 |
+
"extract_side": "assembled",
|
| 4 |
+
"base_model": "Qwen/Qwen3-4B-Instruct-2507",
|
| 5 |
+
"aligned_model": "MInAlA/Qwen3-4B-Instruct-2507-KTO-merged",
|
| 6 |
+
"aligned_run_id": "qwen3-4b-kto",
|
| 7 |
+
"layers": [
|
| 8 |
+
23,
|
| 9 |
+
24,
|
| 10 |
+
25
|
| 11 |
+
],
|
| 12 |
+
"base_source_layers": [
|
| 13 |
+
19,
|
| 14 |
+
20,
|
| 15 |
+
21,
|
| 16 |
+
22,
|
| 17 |
+
23,
|
| 18 |
+
24,
|
| 19 |
+
25
|
| 20 |
+
],
|
| 21 |
+
"layer_policy": "base_union_sliced_to_aligned_layers",
|
| 22 |
+
"position": "last_prompt",
|
| 23 |
+
"dataset_name": "argilla/ultrafeedback-binarized-preferences-cleaned",
|
| 24 |
+
"max_prompt_tokens": 512,
|
| 25 |
+
"peft": false,
|
| 26 |
+
"topk_mode": "model_balanced_layer_agg",
|
| 27 |
+
"base_activations_path": "interp_utils/crosscoder/results-multi-v1/base_activations/qwen3-4b-union/activations/base_activations.pt",
|
| 28 |
+
"aligned_activations_path": "interp_utils/crosscoder/results-multi-v1/aligned_activations/qwen3-4b-kto/activations/aligned_activations.pt",
|
| 29 |
+
"activation_artifact": "interp_utils/crosscoder/results-multi-v1/assembled_activations/qwen3-4b-kto/activations/activations.pt"
|
| 30 |
+
}
|