chanind commited on
Commit
ae716c7
·
verified ·
1 Parent(s): 29472a2

Upload scr/gemma-2-2b-res-snap-matryoshka-dc_blocks.16.hook_resid_post_eval_results.json with huggingface_hub

Browse files
scr/gemma-2-2b-res-snap-matryoshka-dc_blocks.16.hook_resid_post_eval_results.json ADDED
@@ -0,0 +1,328 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "scr",
3
+ "eval_config": {
4
+ "random_seed": 42,
5
+ "dataset_names": [
6
+ "LabHC/bias_in_bios_class_set1",
7
+ "canrager/amazon_reviews_mcauley_1and5"
8
+ ],
9
+ "perform_scr": true,
10
+ "early_stopping_patience": 20,
11
+ "train_set_size": 4000,
12
+ "test_set_size": 1000,
13
+ "context_length": 128,
14
+ "probe_train_batch_size": 16,
15
+ "probe_test_batch_size": 500,
16
+ "probe_epochs": 20,
17
+ "probe_lr": 0.001,
18
+ "probe_l1_penalty": 0.001,
19
+ "sae_batch_size": 125,
20
+ "llm_batch_size": 32,
21
+ "llm_dtype": "bfloat16",
22
+ "lower_vram_usage": false,
23
+ "model_name": "gemma-2-2b",
24
+ "n_values": [
25
+ 2,
26
+ 5,
27
+ 10,
28
+ 20,
29
+ 50,
30
+ 100,
31
+ 500
32
+ ],
33
+ "column1_vals_lookup": {
34
+ "LabHC/bias_in_bios_class_set1": [
35
+ [
36
+ "professor",
37
+ "nurse"
38
+ ],
39
+ [
40
+ "architect",
41
+ "journalist"
42
+ ],
43
+ [
44
+ "surgeon",
45
+ "psychologist"
46
+ ],
47
+ [
48
+ "attorney",
49
+ "teacher"
50
+ ]
51
+ ],
52
+ "canrager/amazon_reviews_mcauley_1and5": [
53
+ [
54
+ "Books",
55
+ "CDs_and_Vinyl"
56
+ ],
57
+ [
58
+ "Software",
59
+ "Electronics"
60
+ ],
61
+ [
62
+ "Pet_Supplies",
63
+ "Office_Products"
64
+ ],
65
+ [
66
+ "Industrial_and_Scientific",
67
+ "Toys_and_Games"
68
+ ]
69
+ ]
70
+ }
71
+ },
72
+ "eval_id": "404efc13-d102-4864-9ae1-43c4ff9dca0f",
73
+ "datetime_epoch_millis": 1745610014016,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.3156875623162463,
77
+ "scr_metric_threshold_2": 0.17839788231848394,
78
+ "scr_dir2_threshold_2": 0.17839788231848394,
79
+ "scr_dir1_threshold_5": 0.19876995561312105,
80
+ "scr_metric_threshold_5": 0.2772393639257527,
81
+ "scr_dir2_threshold_5": 0.2772393639257527,
82
+ "scr_dir1_threshold_10": 0.02107207908443276,
83
+ "scr_metric_threshold_10": 0.38698878569059253,
84
+ "scr_dir2_threshold_10": 0.38698878569059253,
85
+ "scr_dir1_threshold_20": 0.21128163049944007,
86
+ "scr_metric_threshold_20": 0.4528758653645746,
87
+ "scr_dir2_threshold_20": 0.4528758653645746,
88
+ "scr_dir1_threshold_50": -0.5648674676587674,
89
+ "scr_metric_threshold_50": 0.35668946406637525,
90
+ "scr_dir2_threshold_50": 0.35668946406637525,
91
+ "scr_dir1_threshold_100": -0.8374966144655631,
92
+ "scr_metric_threshold_100": 0.27010252081189806,
93
+ "scr_dir2_threshold_100": 0.27010252081189806,
94
+ "scr_dir1_threshold_500": -1.4155570852181536,
95
+ "scr_metric_threshold_500": 0.1189413993234677,
96
+ "scr_dir2_threshold_500": 0.1189413993234677
97
+ }
98
+ },
99
+ "eval_result_details": [
100
+ {
101
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_professor_nurse_results",
102
+ "scr_dir1_threshold_2": 0.5068496394324981,
103
+ "scr_metric_threshold_2": 0.06443292634217981,
104
+ "scr_dir2_threshold_2": 0.06443292634217981,
105
+ "scr_dir1_threshold_5": 0.4931503605675019,
106
+ "scr_metric_threshold_5": 0.1520618905118011,
107
+ "scr_dir2_threshold_5": 0.1520618905118011,
108
+ "scr_dir1_threshold_10": -0.5068496394324981,
109
+ "scr_metric_threshold_10": 0.3041236274033883,
110
+ "scr_dir2_threshold_10": 0.3041236274033883,
111
+ "scr_dir1_threshold_20": -0.3013702544874977,
112
+ "scr_metric_threshold_20": 0.23969070106120843,
113
+ "scr_dir2_threshold_20": 0.23969070106120843,
114
+ "scr_dir1_threshold_50": -1.5753435842499934,
115
+ "scr_metric_threshold_50": 0.4072164631710899,
116
+ "scr_dir2_threshold_50": 0.4072164631710899,
117
+ "scr_dir1_threshold_100": -1.5205489182974943,
118
+ "scr_metric_threshold_100": 0.5644329263421798,
119
+ "scr_dir2_threshold_100": 0.5644329263421798,
120
+ "scr_dir1_threshold_500": -1.9178100423274893,
121
+ "scr_metric_threshold_500": -0.25,
122
+ "scr_dir2_threshold_500": -0.25
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.4253729849516068,
127
+ "scr_metric_threshold_2": 0.14240512298174135,
128
+ "scr_dir2_threshold_2": 0.14240512298174135,
129
+ "scr_dir1_threshold_5": 0.5373131739161184,
130
+ "scr_metric_threshold_5": 0.34493662290629246,
131
+ "scr_dir2_threshold_5": 0.34493662290629246,
132
+ "scr_dir1_threshold_10": 0.5895521956526865,
133
+ "scr_metric_threshold_10": 0.4367089180624717,
134
+ "scr_dir2_threshold_10": 0.4367089180624717,
135
+ "scr_dir1_threshold_20": 0.27611939966559124,
136
+ "scr_metric_threshold_20": 0.5474683114531462,
137
+ "scr_dir2_threshold_20": 0.5474683114531462,
138
+ "scr_dir1_threshold_50": -1.1641792107010795,
139
+ "scr_metric_threshold_50": -0.14873415572657311,
140
+ "scr_dir2_threshold_50": -0.14873415572657311,
141
+ "scr_dir1_threshold_100": -1.156716620398933,
142
+ "scr_metric_threshold_100": -0.06962030330466275,
143
+ "scr_dir2_threshold_100": -0.06962030330466275,
144
+ "scr_dir1_threshold_500": -1.5820896053505398,
145
+ "scr_metric_threshold_500": -0.25632922136713443,
146
+ "scr_dir2_threshold_500": -0.25632922136713443
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.5573768089035674,
151
+ "scr_metric_threshold_2": 0.07808568505177121,
152
+ "scr_dir2_threshold_2": 0.07808568505177121,
153
+ "scr_dir1_threshold_5": -0.377049276438573,
154
+ "scr_metric_threshold_5": 0.12342575055682296,
155
+ "scr_dir2_threshold_5": 0.12342575055682296,
156
+ "scr_dir1_threshold_10": -2.196722721099071,
157
+ "scr_metric_threshold_10": 0.3047858624393913,
158
+ "scr_dir2_threshold_10": 0.3047858624393913,
159
+ "scr_dir1_threshold_20": -0.9016396165759568,
160
+ "scr_metric_threshold_20": 0.4861461244595983,
161
+ "scr_dir2_threshold_20": 0.4861461244595983,
162
+ "scr_dir1_threshold_50": -1.3114763389062056,
163
+ "scr_metric_threshold_50": 0.5088161572121243,
164
+ "scr_dir2_threshold_50": 0.5088161572121243,
165
+ "scr_dir1_threshold_100": -3.04918165740026,
166
+ "scr_metric_threshold_100": 0.14105791484343272,
167
+ "scr_dir2_threshold_100": 0.14105791484343272,
168
+ "scr_dir1_threshold_500": -6.180329486715979,
169
+ "scr_metric_threshold_500": -0.09068013101010351,
170
+ "scr_dir2_threshold_500": -0.09068013101010351
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.055999755859375,
175
+ "scr_metric_threshold_2": 0.056047171707243826,
176
+ "scr_dir2_threshold_2": 0.056047171707243826,
177
+ "scr_dir1_threshold_5": -0.32000017166137695,
178
+ "scr_metric_threshold_5": 0.03539829699531093,
179
+ "scr_dir2_threshold_5": 0.03539829699531093,
180
+ "scr_dir1_threshold_10": 0.3680000305175781,
181
+ "scr_metric_threshold_10": 0.18584075153183038,
182
+ "scr_dir2_threshold_10": 0.18584075153183038,
183
+ "scr_dir1_threshold_20": 0.3039999008178711,
184
+ "scr_metric_threshold_20": 0.07374640811734272,
185
+ "scr_dir2_threshold_20": 0.07374640811734272,
186
+ "scr_dir1_threshold_50": -1.3600001335144043,
187
+ "scr_metric_threshold_50": -0.06489678991229327,
188
+ "scr_dir2_threshold_50": -0.06489678991229327,
189
+ "scr_dir1_threshold_100": -1.6160001754760742,
190
+ "scr_metric_threshold_100": -0.17404131920006005,
191
+ "scr_dir2_threshold_100": -0.17404131920006005,
192
+ "scr_dir1_threshold_500": -1.4640002250671387,
193
+ "scr_metric_threshold_500": -0.4336283030243463,
194
+ "scr_dir2_threshold_500": -0.4336283030243463
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.12422347371398362,
199
+ "scr_metric_threshold_2": 0.18681318201468064,
200
+ "scr_dir2_threshold_2": 0.18681318201468064,
201
+ "scr_dir1_threshold_5": 0.14906824249981118,
202
+ "scr_metric_threshold_5": 0.40659340899265967,
203
+ "scr_dir2_threshold_5": 0.40659340899265967,
204
+ "scr_dir1_threshold_10": 0.2857142857142857,
205
+ "scr_metric_threshold_10": 0.567765458999428,
206
+ "scr_dir2_threshold_10": 0.567765458999428,
207
+ "scr_dir1_threshold_20": 0.34782602257127754,
208
+ "scr_metric_threshold_20": 0.7326006838159199,
209
+ "scr_dir2_threshold_20": 0.7326006838159199,
210
+ "scr_dir1_threshold_50": 0.049689537571655146,
211
+ "scr_metric_threshold_50": 0.4761904553969495,
212
+ "scr_dir2_threshold_50": 0.4761904553969495,
213
+ "scr_dir1_threshold_100": -0.031055868428495906,
214
+ "scr_metric_threshold_100": 0.6813186381321258,
215
+ "scr_dir2_threshold_100": 0.6813186381321258,
216
+ "scr_dir1_threshold_500": -0.14285714285714285,
217
+ "scr_metric_threshold_500": 0.6776556816544328,
218
+ "scr_dir2_threshold_500": 0.6776556816544328
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.26704540451572917,
223
+ "scr_metric_threshold_2": 0.057251848483187054,
224
+ "scr_dir2_threshold_2": 0.057251848483187054,
225
+ "scr_dir1_threshold_5": 0.460227107244335,
226
+ "scr_metric_threshold_5": 0.20228995564004348,
227
+ "scr_dir2_threshold_5": 0.20228995564004348,
228
+ "scr_dir1_threshold_10": 0.568181956725673,
229
+ "scr_metric_threshold_10": 0.3015266750097995,
230
+ "scr_dir2_threshold_10": 0.3015266750097995,
231
+ "scr_dir1_threshold_20": 0.6477274035742467,
232
+ "scr_metric_threshold_20": 0.40839688317786454,
233
+ "scr_dir2_threshold_20": 0.40839688317786454,
234
+ "scr_dir1_threshold_50": 0.5568181279400161,
235
+ "scr_metric_threshold_50": 0.5496182459355665,
236
+ "scr_dir2_threshold_50": 0.5496182459355665,
237
+ "scr_dir1_threshold_100": 0.6363635747885897,
238
+ "scr_metric_threshold_100": 0.1832060061456478,
239
+ "scr_dir2_threshold_100": 0.1832060061456478,
240
+ "scr_dir1_threshold_500": 0.2499998306686219,
241
+ "scr_metric_threshold_500": 0.5992366056204445,
242
+ "scr_dir2_threshold_500": 0.5992366056204445
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.3558280548479789,
247
+ "scr_metric_threshold_2": 0.6595746299809244,
248
+ "scr_dir2_threshold_2": 0.6595746299809244,
249
+ "scr_dir1_threshold_5": 0.3987730218387047,
250
+ "scr_metric_threshold_5": 0.7872340380560854,
251
+ "scr_dir2_threshold_5": 0.7872340380560854,
252
+ "scr_dir1_threshold_10": 0.5950920873548188,
253
+ "scr_metric_threshold_10": 0.8333333685606641,
254
+ "scr_dir2_threshold_10": 0.8333333685606641,
255
+ "scr_dir1_threshold_20": 0.6932514372765283,
256
+ "scr_metric_threshold_20": 0.8652482734204505,
257
+ "scr_dir2_threshold_20": 0.8652482734204505,
258
+ "scr_dir1_threshold_50": -0.11656438801383413,
259
+ "scr_metric_threshold_50": 0.9219859759996195,
260
+ "scr_dir2_threshold_50": 0.9219859759996195,
261
+ "scr_dir1_threshold_100": -0.30674856272347173,
262
+ "scr_metric_threshold_100": 0.8510638477756582,
263
+ "scr_dir2_threshold_100": 0.8510638477756582,
264
+ "scr_dir1_threshold_500": -0.5889571965483423,
265
+ "scr_metric_threshold_500": 0.4397163495326214,
266
+ "scr_dir2_threshold_500": 0.4397163495326214
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.23280437630523126,
271
+ "scr_metric_threshold_2": 0.18257249198614303,
272
+ "scr_dir2_threshold_2": 0.18257249198614303,
273
+ "scr_dir1_threshold_5": 0.248677186938447,
274
+ "scr_metric_threshold_5": 0.16597494774700622,
275
+ "scr_dir2_threshold_5": 0.16597494774700622,
276
+ "scr_dir1_threshold_10": 0.4656084372419892,
277
+ "scr_metric_threshold_10": 0.16182562351776725,
278
+ "scr_dir2_threshold_10": 0.16182562351776725,
279
+ "scr_dir1_threshold_20": 0.6243387511534602,
280
+ "scr_metric_threshold_20": 0.269709537411066,
281
+ "scr_dir2_threshold_20": 0.269709537411066,
282
+ "scr_dir1_threshold_50": 0.4021162486037061,
283
+ "scr_metric_threshold_50": 0.20331936045451882,
284
+ "scr_dir2_threshold_50": 0.20331936045451882,
285
+ "scr_dir1_threshold_100": 0.34391531221163496,
286
+ "scr_metric_threshold_100": -0.016597544239136806,
287
+ "scr_dir2_threshold_100": -0.016597544239136806,
288
+ "scr_dir1_threshold_500": 0.30158718645277954,
289
+ "scr_metric_threshold_500": 0.26556021318182704,
290
+ "scr_dir2_threshold_500": 0.26556021318182704
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "Unknown",
294
+ "sae_lens_id": "blocks.16.hook_resid_post",
295
+ "sae_lens_release_id": "gemma-2-2b-res-snap-matryoshka-dc",
296
+ "sae_lens_version": "5.9.1",
297
+ "sae_cfg_dict": {
298
+ "architecture": "jumprelu",
299
+ "d_in": 2304,
300
+ "d_sae": 32768,
301
+ "activation_fn_str": "relu",
302
+ "apply_b_dec_to_input": true,
303
+ "finetuning_scaling_factor": false,
304
+ "context_size": 1024,
305
+ "model_name": "gemma-2-2b",
306
+ "hook_name": "blocks.16.hook_resid_post",
307
+ "hook_layer": 16,
308
+ "hook_head_index": null,
309
+ "prepend_bos": true,
310
+ "dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-1B",
311
+ "dataset_trust_remote_code": true,
312
+ "normalize_activations": "none",
313
+ "dtype": "torch.bfloat16",
314
+ "device": "cuda",
315
+ "sae_lens_training_version": "5.5.1",
316
+ "activation_fn_kwargs": {
317
+ "k": 40
318
+ },
319
+ "neuronpedia_id": null,
320
+ "model_from_pretrained_kwargs": {
321
+ "center_writing_weights": false
322
+ },
323
+ "seqpos_slice": [
324
+ null
325
+ ]
326
+ },
327
+ "eval_result_unstructured": null
328
+ }