ishangarg183 commited on
Commit
b518a85
·
verified ·
1 Parent(s): a28e7b7

upload assembled qwen3-4b-grpo

Browse files
Files changed (33) hide show
  1. .gitattributes +2 -0
  2. v1/assembled_activations/qwen3-4b-grpo/activations/activations.pt +3 -0
  3. v1/assembled_activations/qwen3-4b-grpo/checkpoints/final.pt +3 -0
  4. v1/assembled_activations/qwen3-4b-grpo/features/counterfactual_scores.csv +0 -0
  5. v1/assembled_activations/qwen3-4b-grpo/features/counterfactual_scores_by_layer.csv +0 -0
  6. v1/assembled_activations/qwen3-4b-grpo/features/cross_layer_cosine_drift.csv +3 -0
  7. v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv +3 -0
  8. v1/assembled_activations/qwen3-4b-grpo/features/feature_classification.csv +0 -0
  9. v1/assembled_activations/qwen3-4b-grpo/features/merged_classification.csv +0 -0
  10. v1/assembled_activations/qwen3-4b-grpo/features/model_layer_stream_patterns.csv +0 -0
  11. v1/assembled_activations/qwen3-4b-grpo/features/superposition_analysis.json +0 -0
  12. v1/assembled_activations/qwen3-4b-grpo/metrics/aggregate_metrics.json +375 -0
  13. v1/assembled_activations/qwen3-4b-grpo/metrics/training_metrics.json +524 -0
  14. v1/assembled_activations/qwen3-4b-grpo/plots/aligned_decoder_norm_heatmap.png +3 -0
  15. v1/assembled_activations/qwen3-4b-grpo/plots/base_decoder_norm_heatmap.png +3 -0
  16. v1/assembled_activations/qwen3-4b-grpo/plots/cf_shift_by_layer.png +3 -0
  17. v1/assembled_activations/qwen3-4b-grpo/plots/cf_shift_p95_by_layer.png +3 -0
  18. v1/assembled_activations/qwen3-4b-grpo/plots/class_distribution_multilayer.png +3 -0
  19. v1/assembled_activations/qwen3-4b-grpo/plots/class_distribution_primary.png +3 -0
  20. v1/assembled_activations/qwen3-4b-grpo/plots/cross_layer_cosine_drift_by_stream.png +3 -0
  21. v1/assembled_activations/qwen3-4b-grpo/plots/decoder_norm_ratio_by_layer.png +3 -0
  22. v1/assembled_activations/qwen3-4b-grpo/plots/feature_layer_trajectories.png +3 -0
  23. v1/assembled_activations/qwen3-4b-grpo/plots/feature_sharing_ratio_by_layer.png +3 -0
  24. v1/assembled_activations/qwen3-4b-grpo/plots/fve_by_layer.png +3 -0
  25. v1/assembled_activations/qwen3-4b-grpo/plots/l0_by_layer.png +3 -0
  26. v1/assembled_activations/qwen3-4b-grpo/plots/layer_concentration_entropy.png +3 -0
  27. v1/assembled_activations/qwen3-4b-grpo/plots/loss_curves.png +3 -0
  28. v1/assembled_activations/qwen3-4b-grpo/plots/max_norm_layer_migration.png +3 -0
  29. v1/assembled_activations/qwen3-4b-grpo/plots/rho_histogram_by_layer.png +3 -0
  30. v1/assembled_activations/qwen3-4b-grpo/plots/rho_theta_scatter_by_layer.png +3 -0
  31. v1/assembled_activations/qwen3-4b-grpo/plots/superposition_by_layer.png +3 -0
  32. v1/assembled_activations/qwen3-4b-grpo/plots/theta_by_layer.png +3 -0
  33. v1/assembled_activations/qwen3-4b-grpo/run_meta.json +30 -0
.gitattributes CHANGED
@@ -65,3 +65,5 @@ v1/assembled_activations/smollm3-orpo/features/cross_layer_cosine_drift.csv filt
65
  v1/assembled_activations/smollm3-ppo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
66
  v1/assembled_activations/smollm3-simpo/features/cross_layer_cosine_drift.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
 
 
 
65
  v1/assembled_activations/smollm3-ppo/features/cross_layer_cosine_drift.csv filter=lfs diff=lfs merge=lfs -text
66
  v1/assembled_activations/smollm3-simpo/features/cross_layer_cosine_drift.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
v1/assembled_activations/qwen3-4b-grpo/activations/activations.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:776a39a4113617968197dca5371ad217718fd36d33ee77b1b46d3d0bae575338
3
+ size 3747585797
v1/assembled_activations/qwen3-4b-grpo/checkpoints/final.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c8f11b33c6a003f0f18244673a45255023d76cfc4783454845ba76bbae3a568
3
+ size 7551253274
v1/assembled_activations/qwen3-4b-grpo/features/counterfactual_scores.csv ADDED
The diff for this file is too large to render. See raw diff
 
v1/assembled_activations/qwen3-4b-grpo/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-grpo/features/cross_layer_cosine_drift.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2fd0962aa665c4011381f758fa345d38d6fb0027590bb38e9c52a8b418307a4b
3
+ size 22227904
v1/assembled_activations/qwen3-4b-grpo/features/decoder_layer_profiles.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:11c17ffcb19c6af61aa12cc2a9fe08f3881c060d6f0589de62b64a42fec0e10a
3
+ size 10502291
v1/assembled_activations/qwen3-4b-grpo/features/feature_classification.csv ADDED
The diff for this file is too large to render. See raw diff
 
v1/assembled_activations/qwen3-4b-grpo/features/merged_classification.csv ADDED
The diff for this file is too large to render. See raw diff
 
v1/assembled_activations/qwen3-4b-grpo/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-grpo/features/superposition_analysis.json ADDED
The diff for this file is too large to render. See raw diff
 
v1/assembled_activations/qwen3-4b-grpo/metrics/aggregate_metrics.json ADDED
@@ -0,0 +1,375 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "crosscoder_kind": "multilayer_sparc",
3
+ "layers": [
4
+ 19,
5
+ 20,
6
+ 21
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
+ "shared_redirected": 6796,
15
+ "shared_attenuated": 6396,
16
+ "aligned_only": 4837,
17
+ "shared_aligned": 1230,
18
+ "shared_intermediate": 1220,
19
+ "base_only": 1
20
+ },
21
+ "multilayer_class_counts": {
22
+ "drifting_or_rotating": 13451,
23
+ "persistent_aligned_only": 4826,
24
+ "persistent_shared": 2187,
25
+ "localized_aligned_only": 11,
26
+ "mixed_or_ambiguous": 4,
27
+ "persistent_base_only": 1
28
+ },
29
+ "classification_thresholds": {
30
+ "rho_base_only": 0.4,
31
+ "rho_aligned_only": 0.5109191003458684,
32
+ "rho_shared_low": 0.49267033661859927,
33
+ "rho_shared_high": 0.5109191003458684
34
+ },
35
+ "threshold_sensitivity": {
36
+ "original": {
37
+ "shared_redirected": 6796,
38
+ "shared_attenuated": 6396,
39
+ "aligned_only": 4837,
40
+ "shared_aligned": 1230,
41
+ "shared_intermediate": 1220,
42
+ "base_only": 1
43
+ },
44
+ "perturbed": {
45
+ "delta_-0.05": {
46
+ "base_only": 0,
47
+ "aligned_only": 32,
48
+ "shared_aligned": 1258,
49
+ "shared_redirected": 16128,
50
+ "shared_intermediate": 3018,
51
+ "shared_attenuated": 44,
52
+ "other": 0
53
+ },
54
+ "delta_+0.05": {
55
+ "base_only": 81,
56
+ "aligned_only": 20250,
57
+ "shared_aligned": 0,
58
+ "shared_redirected": 0,
59
+ "shared_intermediate": 0,
60
+ "shared_attenuated": 149,
61
+ "other": 0
62
+ }
63
+ },
64
+ "perturbation": 0.05
65
+ },
66
+ "class_counts_by_layer": {
67
+ "19": {
68
+ "base_only": 11201,
69
+ "aligned_only": 9279
70
+ },
71
+ "20": {
72
+ "aligned_only": 12083,
73
+ "base_only": 8397
74
+ },
75
+ "21": {
76
+ "shared_attenuated": 9570,
77
+ "aligned_only": 8854,
78
+ "shared_aligned": 1228,
79
+ "shared_redirected": 647,
80
+ "shared_intermediate": 167,
81
+ "base_only": 14
82
+ }
83
+ },
84
+ "feature_sharing_ratio_by_layer": {
85
+ "19": 0.0,
86
+ "20": 0.0,
87
+ "21": 0.5669921875
88
+ },
89
+ "decoder_amplification_by_layer": {
90
+ "19": {
91
+ "median": 0.9999999876325742,
92
+ "p95": 1.2308841483409205
93
+ },
94
+ "20": {
95
+ "median": 0.9999999880433004,
96
+ "p95": 1.1923096084001306
97
+ },
98
+ "21": {
99
+ "median": 0.9999999873132605,
100
+ "p95": 1.160166571234475
101
+ }
102
+ },
103
+ "classification_thresholds_by_layer": {
104
+ "19": {
105
+ "rho_base_only": 0.5016489241307212,
106
+ "rho_aligned_only": 0.5016489241307212,
107
+ "rho_shared_low": 0.5016489241307212,
108
+ "rho_shared_high": 0.5016489241307212
109
+ },
110
+ "20": {
111
+ "rho_base_only": 0.4954928928748381,
112
+ "rho_aligned_only": 0.4954928928748381,
113
+ "rho_shared_low": 0.4954928928748381,
114
+ "rho_shared_high": 0.4954928928748381
115
+ },
116
+ "21": {
117
+ "rho_base_only": 0.4,
118
+ "rho_aligned_only": 0.5021663508111767,
119
+ "rho_shared_low": 0.49946325082830595,
120
+ "rho_shared_high": 0.5021663508111767
121
+ }
122
+ },
123
+ "threshold_sensitivity_by_layer": {
124
+ "19": {
125
+ "original": {
126
+ "base_only": 11201,
127
+ "aligned_only": 9279
128
+ },
129
+ "perturbed": {
130
+ "delta_-0.05": {
131
+ "base_only": 1211,
132
+ "aligned_only": 1035,
133
+ "shared_aligned": 1366,
134
+ "shared_redirected": 13291,
135
+ "shared_intermediate": 3577,
136
+ "shared_attenuated": 0,
137
+ "other": 0
138
+ },
139
+ "delta_+0.05": {
140
+ "base_only": 19445,
141
+ "aligned_only": 1035,
142
+ "shared_aligned": 0,
143
+ "shared_redirected": 0,
144
+ "shared_intermediate": 0,
145
+ "shared_attenuated": 0,
146
+ "other": 0
147
+ }
148
+ },
149
+ "perturbation": 0.05
150
+ },
151
+ "20": {
152
+ "original": {
153
+ "aligned_only": 12083,
154
+ "base_only": 8397
155
+ },
156
+ "perturbed": {
157
+ "delta_-0.05": {
158
+ "base_only": 492,
159
+ "aligned_only": 922,
160
+ "shared_aligned": 1357,
161
+ "shared_redirected": 14082,
162
+ "shared_intermediate": 3627,
163
+ "shared_attenuated": 0,
164
+ "other": 0
165
+ },
166
+ "delta_+0.05": {
167
+ "base_only": 19558,
168
+ "aligned_only": 922,
169
+ "shared_aligned": 0,
170
+ "shared_redirected": 0,
171
+ "shared_intermediate": 0,
172
+ "shared_attenuated": 0,
173
+ "other": 0
174
+ }
175
+ },
176
+ "perturbation": 0.05
177
+ },
178
+ "21": {
179
+ "original": {
180
+ "shared_attenuated": 9570,
181
+ "aligned_only": 8854,
182
+ "shared_aligned": 1228,
183
+ "shared_redirected": 647,
184
+ "shared_intermediate": 167,
185
+ "base_only": 14
186
+ },
187
+ "perturbed": {
188
+ "delta_-0.05": {
189
+ "base_only": 8,
190
+ "aligned_only": 230,
191
+ "shared_aligned": 1388,
192
+ "shared_redirected": 14757,
193
+ "shared_intermediate": 3790,
194
+ "shared_attenuated": 307,
195
+ "other": 0
196
+ },
197
+ "delta_+0.05": {
198
+ "base_only": 329,
199
+ "aligned_only": 20071,
200
+ "shared_aligned": 0,
201
+ "shared_redirected": 0,
202
+ "shared_intermediate": 0,
203
+ "shared_attenuated": 80,
204
+ "other": 0
205
+ }
206
+ },
207
+ "perturbation": 0.05
208
+ }
209
+ },
210
+ "counterfactual_shift_by_layer": {
211
+ "19": {
212
+ "aligned_only": {
213
+ "mean_shift": 4.971358704587513e-05,
214
+ "median_shift": 0.0,
215
+ "p95_abs_shift": 0.0,
216
+ "count": 4837
217
+ },
218
+ "base_only": {
219
+ "mean_shift": -0.0014808248961344361,
220
+ "median_shift": -0.0014808248961344361,
221
+ "p95_abs_shift": 0.0,
222
+ "count": 1
223
+ },
224
+ "shared_aligned": {
225
+ "mean_shift": 0.0005290416468397314,
226
+ "median_shift": 0.0,
227
+ "p95_abs_shift": 0.36984967440366745,
228
+ "count": 1230
229
+ },
230
+ "shared_attenuated": {
231
+ "mean_shift": -3.9405252096678534e-05,
232
+ "median_shift": 0.0,
233
+ "p95_abs_shift": 0.0,
234
+ "count": 6396
235
+ },
236
+ "shared_intermediate": {
237
+ "mean_shift": 0.00016164382838295934,
238
+ "median_shift": 0.0,
239
+ "p95_abs_shift": 0.0,
240
+ "count": 1220
241
+ },
242
+ "shared_redirected": {
243
+ "mean_shift": 1.63266798418254e-05,
244
+ "median_shift": 0.0,
245
+ "p95_abs_shift": 0.0,
246
+ "count": 6796
247
+ }
248
+ },
249
+ "20": {
250
+ "aligned_only": {
251
+ "mean_shift": 7.271811673764205e-05,
252
+ "median_shift": 0.0,
253
+ "p95_abs_shift": 0.0,
254
+ "count": 4837
255
+ },
256
+ "base_only": {
257
+ "mean_shift": -0.0002520702255424112,
258
+ "median_shift": -0.0002520702255424112,
259
+ "p95_abs_shift": 0.0,
260
+ "count": 1
261
+ },
262
+ "shared_aligned": {
263
+ "mean_shift": 0.0006992309629543655,
264
+ "median_shift": 0.0,
265
+ "p95_abs_shift": 0.366416697204113,
266
+ "count": 1230
267
+ },
268
+ "shared_attenuated": {
269
+ "mean_shift": -3.100207759361072e-05,
270
+ "median_shift": 0.0,
271
+ "p95_abs_shift": 0.0,
272
+ "count": 6396
273
+ },
274
+ "shared_intermediate": {
275
+ "mean_shift": 0.00012780748211755098,
276
+ "median_shift": 0.0,
277
+ "p95_abs_shift": 0.0,
278
+ "count": 1220
279
+ },
280
+ "shared_redirected": {
281
+ "mean_shift": -2.1521723041221674e-06,
282
+ "median_shift": 0.0,
283
+ "p95_abs_shift": 0.0,
284
+ "count": 6796
285
+ }
286
+ },
287
+ "21": {
288
+ "aligned_only": {
289
+ "mean_shift": 6.656317056131806e-05,
290
+ "median_shift": 0.0,
291
+ "p95_abs_shift": 0.0,
292
+ "count": 4837
293
+ },
294
+ "base_only": {
295
+ "mean_shift": -0.0024995834100991488,
296
+ "median_shift": -0.0024995834100991488,
297
+ "p95_abs_shift": 0.0,
298
+ "count": 1
299
+ },
300
+ "shared_aligned": {
301
+ "mean_shift": 0.0010225173811939502,
302
+ "median_shift": 0.0,
303
+ "p95_abs_shift": 0.39206514358520506,
304
+ "count": 1230
305
+ },
306
+ "shared_attenuated": {
307
+ "mean_shift": -6.182813048108577e-05,
308
+ "median_shift": 0.0,
309
+ "p95_abs_shift": 0.0,
310
+ "count": 6396
311
+ },
312
+ "shared_intermediate": {
313
+ "mean_shift": 0.00022460829542184956,
314
+ "median_shift": 0.0,
315
+ "p95_abs_shift": 0.0,
316
+ "count": 1220
317
+ },
318
+ "shared_redirected": {
319
+ "mean_shift": 1.339451169035607e-05,
320
+ "median_shift": 0.0,
321
+ "p95_abs_shift": 0.0,
322
+ "count": 6796
323
+ }
324
+ }
325
+ },
326
+ "total_features": 20480,
327
+ "fve_base": 0.8768784307060441,
328
+ "fve_aligned": 0.8762444691508228,
329
+ "fve_base_by_layer": [
330
+ 0.87939295406741,
331
+ 0.8775011413384483,
332
+ 0.8737411346110998
333
+ ],
334
+ "fve_aligned_by_layer": [
335
+ 0.8787926881725251,
336
+ 0.8770367284719857,
337
+ 0.8729039149758704
338
+ ],
339
+ "val_fve_base_by_layer": [
340
+ 0.87939295406741,
341
+ 0.8775011413384483,
342
+ 0.8737411346110998
343
+ ],
344
+ "val_fve_aligned_by_layer": [
345
+ 0.8787926881725251,
346
+ 0.8770367284719857,
347
+ 0.8729039149758704
348
+ ],
349
+ "dead_neuron_fraction": 0.9694685238672848,
350
+ "l0_sparsity_base": 193.2856030038276,
351
+ "l0_sparsity_aligned": 193.44769681717872,
352
+ "l0_base_by_layer": [
353
+ 188.96176298890836,
354
+ 195.52190966141274,
355
+ 195.37312098657327
356
+ ],
357
+ "l0_aligned_by_layer": [
358
+ 189.12032983070637,
359
+ 195.70280575014596,
360
+ 195.51993943374197
361
+ ],
362
+ "val_l0_base": 194.52332853147496,
363
+ "val_l0_aligned": 194.6727985961275,
364
+ "val_l0_base_by_layer": [
365
+ 190.1871182906066,
366
+ 196.7634162303665,
367
+ 196.61943717277487
368
+ ],
369
+ "val_l0_aligned_by_layer": [
370
+ 190.3279341453033,
371
+ 196.9476439790576,
372
+ 196.74280104712042
373
+ ],
374
+ "superposition_fraction": 0.0
375
+ }
v1/assembled_activations/qwen3-4b-grpo/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
+ 4.184885018796025,
14
+ 2.6282367314501807,
15
+ 1.855533685937515,
16
+ 1.4118966741201409,
17
+ 1.1299332285477137,
18
+ 0.9804143414327574,
19
+ 0.8317020346877593,
20
+ 0.7975762693838843
21
+ ],
22
+ "val_loss": [
23
+ 3.4615391486602305,
24
+ 2.6428733330746597,
25
+ 1.6746974809007495,
26
+ 1.5812587532073414,
27
+ 1.1487926580206886,
28
+ 0.7636324989546032,
29
+ 0.6870452618099632,
30
+ 0.6814724288061651
31
+ ],
32
+ "train_fve_base": [
33
+ 0.7035380853985989,
34
+ 0.8427148057366419,
35
+ 0.8604201795201655,
36
+ 0.8695939310064666,
37
+ 0.8759676469604105,
38
+ 0.8803590761592217,
39
+ 0.8834533535870487,
40
+ 0.8850648017981841
41
+ ],
42
+ "train_fve_aligned": [
43
+ 0.7000464630129454,
44
+ 0.8415290086643777,
45
+ 0.8596768997179022,
46
+ 0.8690281826643935,
47
+ 0.8752065913689742,
48
+ 0.8795917886986206,
49
+ 0.8826392856663038,
50
+ 0.884240437583901
51
+ ],
52
+ "val_fve_base": [
53
+ 0.8282688224190817,
54
+ 0.852466028086178,
55
+ 0.86277956144972,
56
+ 0.8684734099822519,
57
+ 0.8725858315123314,
58
+ 0.8754525231441278,
59
+ 0.8766334665383344,
60
+ 0.8768784307060441
61
+ ],
62
+ "val_fve_aligned": [
63
+ 0.8268227105989506,
64
+ 0.8513566917149809,
65
+ 0.8622753345529447,
66
+ 0.8679560357363436,
67
+ 0.8721332958855554,
68
+ 0.8748721143338068,
69
+ 0.8760199749656997,
70
+ 0.8762444691508228
71
+ ],
72
+ "val_fve_base_by_layer": [
73
+ [
74
+ 0.8312333354151061,
75
+ 0.8283761115598429,
76
+ 0.8251969745645973
77
+ ],
78
+ [
79
+ 0.8551750036434353,
80
+ 0.8526413752770549,
81
+ 0.8495816444851341
82
+ ],
83
+ [
84
+ 0.8651345946401826,
85
+ 0.8632527221559854,
86
+ 0.8599513148138036
87
+ ],
88
+ [
89
+ 0.870749300999167,
90
+ 0.8690279706610435,
91
+ 0.8656428993060327
92
+ ],
93
+ [
94
+ 0.8748986068820455,
95
+ 0.8731369887971129,
96
+ 0.8697218348842641
97
+ ],
98
+ [
99
+ 0.8778762077785911,
100
+ 0.8761321761845294,
101
+ 0.8723491199353602
102
+ ],
103
+ [
104
+ 0.8790928774479172,
105
+ 0.8772496621646182,
106
+ 0.8735578066391471
107
+ ],
108
+ [
109
+ 0.87939295406741,
110
+ 0.8775011413384483,
111
+ 0.8737411346110998
112
+ ]
113
+ ],
114
+ "val_fve_aligned_by_layer": [
115
+ [
116
+ 0.8297246164052274,
117
+ 0.8271117272801424,
118
+ 0.8236317319395654
119
+ ],
120
+ [
121
+ 0.8537801794356701,
122
+ 0.8516946650300351,
123
+ 0.8485951657694671
124
+ ],
125
+ [
126
+ 0.864746213583422,
127
+ 0.8627422071252194,
128
+ 0.859337520536952
129
+ ],
130
+ [
131
+ 0.8701149272044916,
132
+ 0.8688033241876133,
133
+ 0.8649497899709572
134
+ ],
135
+ [
136
+ 0.8744663099967996,
137
+ 0.8729076348050102,
138
+ 0.8690258713916958
139
+ ],
140
+ [
141
+ 0.877370714517164,
142
+ 0.875678448464858,
143
+ 0.871567122287151
144
+ ],
145
+ [
146
+ 0.8785256640449244,
147
+ 0.876809803291141,
148
+ 0.8727244010770508
149
+ ],
150
+ [
151
+ 0.8787926881725251,
152
+ 0.8770367284719857,
153
+ 0.8729039149758704
154
+ ]
155
+ ],
156
+ "train_fve_base_by_layer": [
157
+ [
158
+ 0.7083622156634222,
159
+ 0.702853100416748,
160
+ 0.6993988857795395
161
+ ],
162
+ [
163
+ 0.8453053588833784,
164
+ 0.8431214495701742,
165
+ 0.839717546542068
166
+ ],
167
+ [
168
+ 0.8627647056053482,
169
+ 0.8609549867014265,
170
+ 0.8575407865098952
171
+ ],
172
+ [
173
+ 0.871817568833551,
174
+ 0.8702030611608854,
175
+ 0.8667611068128774
176
+ ],
177
+ [
178
+ 0.8783221786577522,
179
+ 0.8764892620993022,
180
+ 0.8730914421549194
181
+ ],
182
+ [
183
+ 0.882635816905628,
184
+ 0.880934517702302,
185
+ 0.8775068310987024
186
+ ],
187
+ [
188
+ 0.8857726434205473,
189
+ 0.8840220981846758,
190
+ 0.8805652592381189
191
+ ],
192
+ [
193
+ 0.8873640281793602,
194
+ 0.8856502510063563,
195
+ 0.8821800628810755
196
+ ]
197
+ ],
198
+ "train_fve_aligned_by_layer": [
199
+ [
200
+ 0.7046858628660493,
201
+ 0.6994123410844553,
202
+ 0.6960411325784295
203
+ ],
204
+ [
205
+ 0.8440289053037302,
206
+ 0.8420103074720708,
207
+ 0.8385477530211645
208
+ ],
209
+ [
210
+ 0.861957952736834,
211
+ 0.8603582119148374,
212
+ 0.8567144744102536
213
+ ],
214
+ [
215
+ 0.8713185540153071,
216
+ 0.8697188824710969,
217
+ 0.8660470513801998
218
+ ],
219
+ [
220
+ 0.8776264536192873,
221
+ 0.8758175987565441,
222
+ 0.8721756640401975
223
+ ],
224
+ [
225
+ 0.8819411179508582,
226
+ 0.8802584674159338,
227
+ 0.8765757190366968
228
+ ],
229
+ [
230
+ 0.8850292156331384,
231
+ 0.8832906387176558,
232
+ 0.8795979409557438
233
+ ],
234
+ [
235
+ 0.8866091995509271,
236
+ 0.8849071692599237,
237
+ 0.8812048859367995
238
+ ]
239
+ ],
240
+ "dead_neurons": [
241
+ 0.945894344988721,
242
+ 0.9705827630408244,
243
+ 0.9705428271981199,
244
+ 0.9702648807532316,
245
+ 0.9699657267460821,
246
+ 0.9696855568704866,
247
+ 0.9695114233099921,
248
+ 0.9694685238672848
249
+ ],
250
+ "l0_base": [
251
+ 208.863238644753,
252
+ 185.15019242107974,
253
+ 185.24256197722838,
254
+ 187.9715764657559,
255
+ 190.43909233881587,
256
+ 192.10921272059593,
257
+ 193.00180499092988,
258
+ 193.2856030038276
259
+ ],
260
+ "l0_aligned": [
261
+ 209.1065558296021,
262
+ 185.63671700410237,
263
+ 185.7002687827231,
264
+ 188.29999049198398,
265
+ 190.6813451229169,
266
+ 192.29829383578414,
267
+ 193.16890351784835,
268
+ 193.44769681717872
269
+ ],
270
+ "l0_base_by_layer": [
271
+ [
272
+ 206.26384632224168,
273
+ 209.69963149445417,
274
+ 210.62622227086982
275
+ ],
276
+ [
277
+ 180.3505910683012,
278
+ 186.45017877991828,
279
+ 188.64979203152365
280
+ ],
281
+ [
282
+ 180.3024299474606,
283
+ 187.04336325160537,
284
+ 188.38187755399883
285
+ ],
286
+ [
287
+ 183.12979786923526,
288
+ 190.04029845300641,
289
+ 190.74461835960304
290
+ ],
291
+ [
292
+ 185.7717089900759,
293
+ 192.62684252772914,
294
+ 192.91870986573264
295
+ ],
296
+ [
297
+ 187.60701255107998,
298
+ 194.32818884997081,
299
+ 194.39242192060712
300
+ ],
301
+ [
302
+ 188.6243979859895,
303
+ 195.24678925861062,
304
+ 195.13421263864566
305
+ ],
306
+ [
307
+ 188.96176298890836,
308
+ 195.52190966141274,
309
+ 195.37312098657327
310
+ ]
311
+ ],
312
+ "l0_aligned_by_layer": [
313
+ [
314
+ 206.73480370694688,
315
+ 209.5931479859895,
316
+ 210.9916995037945
317
+ ],
318
+ [
319
+ 180.82092819614712,
320
+ 186.968658785756,
321
+ 189.120548744892
322
+ ],
323
+ [
324
+ 180.75012769994163,
325
+ 187.5563704028021,
326
+ 188.79429363689434
327
+ ],
328
+ [
329
+ 183.4596833041448,
330
+ 190.40105078809106,
331
+ 191.03922212492702
332
+ ],
333
+ [
334
+ 186.01484967892586,
335
+ 192.89754816112085,
336
+ 193.13162215411558
337
+ ],
338
+ [
339
+ 187.793399737303,
340
+ 194.54396526561587,
341
+ 194.5575014594279
342
+ ],
343
+ [
344
+ 188.7845337127846,
345
+ 195.44120329830707,
346
+ 195.28095811441915
347
+ ],
348
+ [
349
+ 189.12032983070637,
350
+ 195.70280575014596,
351
+ 195.51993943374197
352
+ ]
353
+ ],
354
+ "val_l0_base": [
355
+ 188.25654969539943,
356
+ 185.17310680768875,
357
+ 187.22506354366922,
358
+ 190.26129422013048,
359
+ 192.424325593479,
360
+ 193.66356335385308,
361
+ 194.3169585222973,
362
+ 194.52332853147496
363
+ ],
364
+ "val_l0_aligned": [
365
+ 188.49346053038593,
366
+ 185.8269216327767,
367
+ 187.68163335510573,
368
+ 190.43945072833156,
369
+ 192.58033864285935,
370
+ 193.86180713913203,
371
+ 194.47619077672508,
372
+ 194.6727985961275
373
+ ],
374
+ "val_l0_base_by_layer": [
375
+ [
376
+ 183.5999127932244,
377
+ 189.15237786258078,
378
+ 192.01734293193718
379
+ ],
380
+ [
381
+ 180.24291017542336,
382
+ 187.2570899044656,
383
+ 188.0193062827225
384
+ ],
385
+ [
386
+ 182.16563048038182,
387
+ 189.02454188481676,
388
+ 190.4850022081305
389
+ ],
390
+ [
391
+ 185.51494330760696,
392
+ 192.37145508771167,
393
+ 192.89746948561742
394
+ ],
395
+ [
396
+ 187.6520506374499,
397
+ 194.66372169374796,
398
+ 194.95718807200487
399
+ ],
400
+ [
401
+ 189.11136567280553,
402
+ 196.0570463010778,
403
+ 195.82226226966418
404
+ ],
405
+ [
406
+ 189.8338241976593,
407
+ 196.57515273169074,
408
+ 196.54188481675394
409
+ ],
410
+ [
411
+ 190.1871182906066,
412
+ 196.7634162303665,
413
+ 196.61943717277487
414
+ ]
415
+ ],
416
+ "val_l0_aligned_by_layer": [
417
+ [
418
+ 183.5216514227902,
419
+ 189.34620418848166,
420
+ 192.61251096076367
421
+ ],
422
+ [
423
+ 180.8985602094241,
424
+ 187.7718695995071,
425
+ 188.8103185523867
426
+ ],
427
+ [
428
+ 182.56173650132425,
429
+ 189.74874566362791,
430
+ 190.7344023220202
431
+ ],
432
+ [
433
+ 185.66328534031413,
434
+ 192.57509816753927,
435
+ 193.0799520602401
436
+ ],
437
+ [
438
+ 187.9059227748691,
439
+ 194.82531634425618,
440
+ 195.00976226966418
441
+ ],
442
+ [
443
+ 189.39190665839232,
444
+ 196.22687614400974,
445
+ 195.96662303664922
446
+ ],
447
+ [
448
+ 190.02748691099475,
449
+ 196.75419944243905,
450
+ 196.6468695995071
451
+ ],
452
+ [
453
+ 190.3279341453033,
454
+ 196.9476439790576,
455
+ 196.74280104712042
456
+ ]
457
+ ],
458
+ "self_recon": [
459
+ 2.857787517292487,
460
+ 1.7594619297139211,
461
+ 1.1686734711295739,
462
+ 0.8410620675647879,
463
+ 0.634786783083099,
464
+ 0.5195651557872815,
465
+ 0.4130218054596889,
466
+ 0.38819281679457973
467
+ ],
468
+ "cross_recon": [
469
+ 2.8709111277011843,
470
+ 1.9561259192607587,
471
+ 1.4879193791888015,
472
+ 1.1906353342066853,
473
+ 0.9969204618648277,
474
+ 0.9080606203850291,
475
+ 0.8007433540766794,
476
+ 0.7767497383479967
477
+ ],
478
+ "sparsity": [
479
+ 0.1787329731031739,
480
+ 0.08632441489618561,
481
+ 0.091692464029274,
482
+ 0.09458046015058424,
483
+ 0.09637825283228968,
484
+ 0.09762493749320403,
485
+ 0.09838288682754877,
486
+ 0.098683553728804
487
+ ],
488
+ "val_self_recon": [
489
+ 2.442380839929531,
490
+ 1.82744798423108,
491
+ 1.123322718586597,
492
+ 1.051142932544828,
493
+ 0.7476148272996174,
494
+ 0.46856631970530405,
495
+ 0.41325526727431733,
496
+ 0.409853604451524
497
+ ],
498
+ "val_cross_recon": [
499
+ 2.339144648369694,
500
+ 1.809866405126312,
501
+ 1.1424911343614468,
502
+ 1.08292959185795,
503
+ 0.7577516470904125,
504
+ 0.49032157987200153,
505
+ 0.43530198728851,
506
+ 0.42926798659469445
507
+ ],
508
+ "val_sparsity": [
509
+ 0.08350039129169824,
510
+ 0.09147867443361832,
511
+ 0.0943783004792573,
512
+ 0.09694396041294667,
513
+ 0.09807719508702842,
514
+ 0.09893754592740724,
515
+ 0.09966919656979475,
516
+ 0.09991162457547263
517
+ ],
518
+ "layers": [
519
+ 19,
520
+ 20,
521
+ 21
522
+ ],
523
+ "topk_mode": "model_balanced_layer_agg"
524
+ }
v1/assembled_activations/qwen3-4b-grpo/plots/aligned_decoder_norm_heatmap.png ADDED

Git LFS Details

  • SHA256: 4cac9837cd8662031149e89f40f3520b2141bd563032bc51f6b26f55918df91e
  • Pointer size: 131 Bytes
  • Size of remote file: 184 kB
v1/assembled_activations/qwen3-4b-grpo/plots/base_decoder_norm_heatmap.png ADDED

Git LFS Details

  • SHA256: c899ccb1428b0c0545227f666156dda6a3acba68a17155c8c34561415e2c2d18
  • Pointer size: 131 Bytes
  • Size of remote file: 183 kB
v1/assembled_activations/qwen3-4b-grpo/plots/cf_shift_by_layer.png ADDED

Git LFS Details

  • SHA256: 1722182587bb2e3908dddc2b03d6a6899bef6328b17a97a05d51e44389773fd2
  • Pointer size: 130 Bytes
  • Size of remote file: 44.8 kB
v1/assembled_activations/qwen3-4b-grpo/plots/cf_shift_p95_by_layer.png ADDED

Git LFS Details

  • SHA256: 6a902170dc66a74ed623dab8abb438e4982dd1a60d6971411045a7a876eef28b
  • Pointer size: 131 Bytes
  • Size of remote file: 110 kB
v1/assembled_activations/qwen3-4b-grpo/plots/class_distribution_multilayer.png ADDED

Git LFS Details

  • SHA256: 49faef66499598b4e3226a77760383118013a52a710f06fce88cd873975a9716
  • Pointer size: 130 Bytes
  • Size of remote file: 88.6 kB
v1/assembled_activations/qwen3-4b-grpo/plots/class_distribution_primary.png ADDED

Git LFS Details

  • SHA256: f651b4f938bbc63212b6aebb146b3aefd238498a4dc6493fd2cfdbe5b2e9ab85
  • Pointer size: 131 Bytes
  • Size of remote file: 149 kB
v1/assembled_activations/qwen3-4b-grpo/plots/cross_layer_cosine_drift_by_stream.png ADDED

Git LFS Details

  • SHA256: f90675bbdc52984fce02f4fe3283abc91040e645ef179cece9e870d489029b52
  • Pointer size: 130 Bytes
  • Size of remote file: 44.5 kB
v1/assembled_activations/qwen3-4b-grpo/plots/decoder_norm_ratio_by_layer.png ADDED

Git LFS Details

  • SHA256: 22ee6c4ce0ecaf62300eb54f8124310d2764ecc28c5a8dc7602885c6487aaa91
  • Pointer size: 130 Bytes
  • Size of remote file: 48 kB
v1/assembled_activations/qwen3-4b-grpo/plots/feature_layer_trajectories.png ADDED

Git LFS Details

  • SHA256: 79c82389cea8fdb1ea0f353ef4d0765c44be1b179976b43f0dc855506a68f0d0
  • Pointer size: 131 Bytes
  • Size of remote file: 486 kB
v1/assembled_activations/qwen3-4b-grpo/plots/feature_sharing_ratio_by_layer.png ADDED

Git LFS Details

  • SHA256: 1d204f88bdc1ecce83c46e8ee9795c76e0f4e61e2cbe73835f04e47438a71401
  • Pointer size: 130 Bytes
  • Size of remote file: 64.3 kB
v1/assembled_activations/qwen3-4b-grpo/plots/fve_by_layer.png ADDED

Git LFS Details

  • SHA256: 7903b80f724ca068faf250f02aecb627f5fa691899e99a6720e622a2c8898ad6
  • Pointer size: 131 Bytes
  • Size of remote file: 125 kB
v1/assembled_activations/qwen3-4b-grpo/plots/l0_by_layer.png ADDED

Git LFS Details

  • SHA256: 03adc8c704a91f6a42968db6f002821f58f47855b158b5cd9744dd4e891a79b0
  • Pointer size: 130 Bytes
  • Size of remote file: 95.6 kB
v1/assembled_activations/qwen3-4b-grpo/plots/layer_concentration_entropy.png ADDED

Git LFS Details

  • SHA256: 8b3b7b42cc23c6b8aa6d58d1cc6cf7f5044daaac8278bda9dafa8af973469e77
  • Pointer size: 131 Bytes
  • Size of remote file: 110 kB
v1/assembled_activations/qwen3-4b-grpo/plots/loss_curves.png ADDED

Git LFS Details

  • SHA256: 2e2643f516d4480eddaed14cc6f04f17d479aff7d4604e23d66e68319e612f27
  • Pointer size: 131 Bytes
  • Size of remote file: 327 kB
v1/assembled_activations/qwen3-4b-grpo/plots/max_norm_layer_migration.png ADDED

Git LFS Details

  • SHA256: ad212707520448f4a3738ca81558a8850ff35bb28154785e8b9817d2d9b03cee
  • Pointer size: 130 Bytes
  • Size of remote file: 87 kB
v1/assembled_activations/qwen3-4b-grpo/plots/rho_histogram_by_layer.png ADDED

Git LFS Details

  • SHA256: 0e9149e0cd0b6ec71d39d5f7e01cbeb58026f06b55fa1b9dd0c199f1ad721f67
  • Pointer size: 130 Bytes
  • Size of remote file: 47.3 kB
v1/assembled_activations/qwen3-4b-grpo/plots/rho_theta_scatter_by_layer.png ADDED

Git LFS Details

  • SHA256: dbe1311d3d72f03715d8197942f3a2e611ae0dba50ef102de567d75bd4e43154
  • Pointer size: 131 Bytes
  • Size of remote file: 251 kB
v1/assembled_activations/qwen3-4b-grpo/plots/superposition_by_layer.png ADDED

Git LFS Details

  • SHA256: 17483ae5ebe2f51fab3a0c343e8e32710ad720125a2b6ea89c776a33dc90f9ab
  • Pointer size: 131 Bytes
  • Size of remote file: 114 kB
v1/assembled_activations/qwen3-4b-grpo/plots/theta_by_layer.png ADDED

Git LFS Details

  • SHA256: f88589faff290b99c06f7f5806b3512e63b14869f5198ee50e09bbeb0a2e2669
  • Pointer size: 130 Bytes
  • Size of remote file: 49.1 kB
v1/assembled_activations/qwen3-4b-grpo/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-GRPO-merged",
6
+ "aligned_run_id": "qwen3-4b-grpo",
7
+ "layers": [
8
+ 19,
9
+ 20,
10
+ 21
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-grpo/activations/aligned_activations.pt",
29
+ "activation_artifact": "interp_utils/crosscoder/results-multi-v1/assembled_activations/qwen3-4b-grpo/activations/activations.pt"
30
+ }