adamkarvonen commited on
Commit
800e881
·
verified ·
1 Parent(s): 9e04813

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441_eval_results.json +64 -0
  2. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203_eval_results.json +64 -0
  3. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_7720_eval_results.json +64 -0
  4. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441_eval_results.json +64 -0
  5. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203_eval_results.json +64 -0
  6. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_7720_eval_results.json +64 -0
  7. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0_eval_results.json +64 -0
  8. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414_eval_results.json +64 -0
  9. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json +64 -0
  10. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_24414_eval_results.json +64 -0
  11. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203_eval_results.json +64 -0
  12. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json +64 -0
  13. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0_eval_results.json +64 -0
  14. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414_eval_results.json +64 -0
  15. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json +64 -0
  16. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json +64 -0
  17. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720_eval_results.json +64 -0
  18. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_0_eval_results.json +64 -0
  19. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414_eval_results.json +64 -0
  20. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441_eval_results.json +64 -0
  21. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203_eval_results.json +64 -0
  22. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_24414_eval_results.json +64 -0
  23. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441_eval_results.json +64 -0
  24. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203_eval_results.json +64 -0
  25. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0_eval_results.json +64 -0
  26. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203_eval_results.json +64 -0
  27. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0_eval_results.json +64 -0
  28. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414_eval_results.json +64 -0
  29. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_2441_eval_results.json +64 -0
  30. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json +64 -0
  31. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_0_eval_results.json +64 -0
  32. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json +64 -0
  33. autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json +64 -0
  34. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json +94 -0
  35. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720_eval_results.json +94 -0
  36. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441_eval_results.json +94 -0
  37. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0_eval_results.json +94 -0
  38. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0_eval_results.json +94 -0
  39. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441_eval_results.json +94 -0
  40. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json +94 -0
  41. core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203_eval_results.json +94 -0
  42. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0_eval_results.json +323 -0
  43. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_77203_eval_results.json +323 -0
  44. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json +323 -0
  45. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203_eval_results.json +323 -0
  46. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json +323 -0
  47. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0_eval_results.json +323 -0
  48. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414_eval_results.json +323 -0
  49. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json +323 -0
  50. scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414_eval_results.json +323 -0
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "27becc96-d814-4407-861a-16e440a23985",
27
+ "datetime_epoch_millis": 1737171825421,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6881429553031921,
31
+ "autointerp_std_dev": 0.12456218898296356
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "67eaaed5-cefa-4088-ad97-7a3e13d380e9",
27
+ "datetime_epoch_millis": 1737173613241,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7791362404823303,
31
+ "autointerp_std_dev": 0.14266963303089142
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "3d6ab07d-60b6-4b8c-8a66-12714babc5dc",
27
+ "datetime_epoch_millis": 1737173027147,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7695000171661377,
31
+ "autointerp_std_dev": 0.12185599654912949
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "c3467251-763b-401b-be9c-7c70fd6fbb39",
27
+ "datetime_epoch_millis": 1737174833482,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6912857890129089,
31
+ "autointerp_std_dev": 0.11967479437589645
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "05f9d073-c939-48b9-a956-ab8b0d1dc5df",
27
+ "datetime_epoch_millis": 1737176658864,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7926427721977234,
31
+ "autointerp_std_dev": 0.14216892421245575
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "5d0df11c-6f39-42ca-85a1-465ec5d79c96",
27
+ "datetime_epoch_millis": 1737176041672,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7812857031822205,
31
+ "autointerp_std_dev": 0.1237417683005333
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "0937e19c-ad3f-406b-a5a5-3e1600f790db",
27
+ "datetime_epoch_millis": 1737177255000,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6802756786346436,
31
+ "autointerp_std_dev": 0.12023112177848816
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "b1eb4677-5db0-40f4-8fd8-c02a1c033862",
27
+ "datetime_epoch_millis": 1737178465511,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8029999732971191,
31
+ "autointerp_std_dev": 0.13482791185379028
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "ee3fce0e-1817-46b4-8367-80d027158d7b",
27
+ "datetime_epoch_millis": 1737179069822,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7980713844299316,
31
+ "autointerp_std_dev": 0.1277807205915451
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "267e4bbf-d50a-4e33-afd9-977aea264382",
27
+ "datetime_epoch_millis": 1737181508334,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8228943943977356,
31
+ "autointerp_std_dev": 0.1391100436449051
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "a80f620d-0592-4606-8581-50bacfcdac69",
27
+ "datetime_epoch_millis": 1737182724782,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8283571004867554,
31
+ "autointerp_std_dev": 0.13784632086753845
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "691024d5-93e5-4fd0-a704-5eea0b69a850",
27
+ "datetime_epoch_millis": 1737182120758,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8067353367805481,
31
+ "autointerp_std_dev": 0.13163550198078156
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "2b365d8c-3a81-4c5c-bdd7-6cd11b7362d7",
27
+ "datetime_epoch_millis": 1737183320845,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6769413948059082,
31
+ "autointerp_std_dev": 0.12054021656513214
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "5418eef2-9ba8-4102-a905-f1a2a511692e",
27
+ "datetime_epoch_millis": 1737183953883,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8402687907218933,
31
+ "autointerp_std_dev": 0.13369272649288177
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "d85545d2-3339-448f-9ff9-022d133b4e12",
27
+ "datetime_epoch_millis": 1737184578581,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7382622361183167,
31
+ "autointerp_std_dev": 0.12321120500564575
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "3dba8b36-6760-44c6-8af3-5986b780752d",
27
+ "datetime_epoch_millis": 1737185851592,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8434010744094849,
31
+ "autointerp_std_dev": 0.13024774193763733
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "4129e7f0-80c6-444f-b471-d3c0018e5b58",
27
+ "datetime_epoch_millis": 1737185209894,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8272558450698853,
31
+ "autointerp_std_dev": 0.13286522030830383
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "9a50a1b2-7e21-43ce-9da5-1a7d282202d7",
27
+ "datetime_epoch_millis": 1737186472245,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6733105778694153,
31
+ "autointerp_std_dev": 0.1235630214214325
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "f88e6b83-2a08-4fdd-9d2d-aa79b73cc2e0",
27
+ "datetime_epoch_millis": 1737187801989,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.842714250087738,
31
+ "autointerp_std_dev": 0.13062916696071625
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "ef8a73c2-cbdf-4ec9-af0f-54cdcb013114",
27
+ "datetime_epoch_millis": 1737187110739,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7699999809265137,
31
+ "autointerp_std_dev": 0.12286043167114258
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "3513852a-3251-4264-bb38-a5b55de1ccd4",
27
+ "datetime_epoch_millis": 1737189131831,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8555651307106018,
31
+ "autointerp_std_dev": 0.13140597939491272
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "standard_april_update",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "06ca11d3-3b18-4df4-9bfa-118aef38792a",
27
+ "datetime_epoch_millis": 1737190946320,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.869646430015564,
31
+ "autointerp_std_dev": 0.12256089597940445
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "93cc2d48-741d-4d2e-8f1e-84140a07dcb9",
27
+ "datetime_epoch_millis": 1737190343868,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8566341996192932,
31
+ "autointerp_std_dev": 0.1239895299077034
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "e7b9dc91-89f5-400b-9774-a121ea80a1f2",
27
+ "datetime_epoch_millis": 1737192164283,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8743719458580017,
31
+ "autointerp_std_dev": 0.11649802327156067
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "f8f7e01e-2653-4d4c-a436-5b1490488a38",
27
+ "datetime_epoch_millis": 1737192785270,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6944404244422913,
31
+ "autointerp_std_dev": 0.12376013398170471
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "456e44ba-1db7-4cad-b9c2-9cef875a9c71",
27
+ "datetime_epoch_millis": 1737195356056,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8712121248245239,
31
+ "autointerp_std_dev": 0.11903393268585205
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_77203",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 158111744,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "83872424-8f3c-434f-82ee-412b60f121ee",
27
+ "datetime_epoch_millis": 1737195965749,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6901165843009949,
31
+ "autointerp_std_dev": 0.13204917311668396
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "8262afa7-3655-4a41-8530-15823e691094",
27
+ "datetime_epoch_millis": 1737197180986,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8489671945571899,
31
+ "autointerp_std_dev": 0.12474878132343292
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_24414",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 49999872,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "e7aac8f1-d358-4ae6-a45e-8276d6e54d33",
27
+ "datetime_epoch_millis": 1737196575631,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7988835573196411,
31
+ "autointerp_std_dev": 0.1357690542936325
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "a2e54449-8551-4f5c-b205-0859a8d44939",
27
+ "datetime_epoch_millis": 1737197793536,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.842542290687561,
31
+ "autointerp_std_dev": 0.12793341279029846
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_0_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "ff10df9e-89a4-4d4c-b820-d567d0b7635b",
27
+ "datetime_epoch_millis": 1737199035206,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.6817142963409424,
31
+ "autointerp_std_dev": 0.12727999687194824
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_0",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 0,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "720911bc-9821-45cb-8a30-6e1cc8e30809",
27
+ "datetime_epoch_millis": 1737200868844,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.8176352977752686,
31
+ "autointerp_std_dev": 0.13012240827083588
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 15810560,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
autointerp/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "autointerp",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "n_latents": 1000,
6
+ "override_latents": null,
7
+ "dead_latent_threshold": 15,
8
+ "random_seed": 42,
9
+ "dataset_name": "monology/pile-uncopyrighted",
10
+ "llm_context_size": 128,
11
+ "llm_batch_size": 32,
12
+ "llm_dtype": "bfloat16",
13
+ "buffer": 10,
14
+ "no_overlap": true,
15
+ "act_threshold_frac": 0.01,
16
+ "total_tokens": 2000000,
17
+ "scoring": true,
18
+ "max_tokens_in_explanation": 30,
19
+ "use_demos_in_explanation": true,
20
+ "n_top_ex_for_generation": 10,
21
+ "n_iw_sampled_ex_for_generation": 5,
22
+ "n_top_ex_for_scoring": 2,
23
+ "n_random_ex_for_scoring": 10,
24
+ "n_iw_sampled_ex_for_scoring": 2
25
+ },
26
+ "eval_id": "92405c65-03c2-458f-90de-38ce8d41924b",
27
+ "datetime_epoch_millis": 1737202686509,
28
+ "eval_result_metrics": {
29
+ "autointerp": {
30
+ "autointerp_score": 0.7426428198814392,
31
+ "autointerp_std_dev": 0.13031984865665436
32
+ }
33
+ },
34
+ "eval_result_details": [],
35
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
36
+ "sae_lens_id": "custom_sae",
37
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441",
38
+ "sae_lens_version": "5.3.1",
39
+ "sae_cfg_dict": {
40
+ "model_name": "gemma-2-2b",
41
+ "d_in": 2304,
42
+ "d_sae": 16384,
43
+ "hook_layer": 12,
44
+ "hook_name": "blocks.12.hook_resid_post",
45
+ "context_size": null,
46
+ "hook_head_index": null,
47
+ "architecture": "topk",
48
+ "apply_b_dec_to_input": null,
49
+ "finetuning_scaling_factor": null,
50
+ "activation_fn_str": "",
51
+ "prepend_bos": true,
52
+ "normalize_activations": "none",
53
+ "dtype": "bfloat16",
54
+ "device": "",
55
+ "dataset_path": "",
56
+ "dataset_trust_remote_code": true,
57
+ "seqpos_slice": [
58
+ null
59
+ ],
60
+ "training_tokens": 4999168,
61
+ "sae_lens_training_version": null,
62
+ "neuronpedia_id": null
63
+ }
64
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "1ad4112d-a455-4ed0-bb39-1140e318be34",
22
+ "datetime_epoch_millis": 1737104815054,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.9718555900621118,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.283203125
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.9720394736842105,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 3.203125,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.65625,
37
+ "mse": 2.140625,
38
+ "cossim": 0.89453125
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 126.0,
43
+ "l2_ratio": 0.8359375,
44
+ "relative_reconstruction_bias": 0.94921875
45
+ },
46
+ "sparsity": {
47
+ "l0": 92.882568359375,
48
+ "l1": 270.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.186767578125,
56
+ "freq_over_10_percent": 0.00201416015625,
57
+ "normalized_freq_over_1_percent": 0.6943406462669373,
58
+ "normalized_freq_over_10_percent": 0.06036045774817467,
59
+ "average_max_encoder_cosine_sim": 0.15105634927749634,
60
+ "average_max_decoder_cosine_sim": 0.35987845063209534,
61
+ "frac_alive": 0.77294921875
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "standard_april_update",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 158111744,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "a24a4f67-c200-484a-bcf8-7bd79d64cb9c",
22
+ "datetime_epoch_millis": 1737104156862,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.9695263975155279,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.306640625
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.96875,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 3.234375,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.64453125,
37
+ "mse": 2.203125,
38
+ "cossim": 0.890625
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 125.0,
43
+ "l2_ratio": 0.83203125,
44
+ "relative_reconstruction_bias": 0.9453125
45
+ },
46
+ "sparsity": {
47
+ "l0": 113.2835693359375,
48
+ "l1": 284.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.2347412109375,
56
+ "freq_over_10_percent": 0.00244140625,
57
+ "normalized_freq_over_1_percent": 0.7140669822692871,
58
+ "normalized_freq_over_10_percent": 0.06918871402740479,
59
+ "average_max_encoder_cosine_sim": 0.16553279757499695,
60
+ "average_max_decoder_cosine_sim": 0.3187558352947235,
61
+ "frac_alive": 0.766845703125
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_7720",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "standard_april_update",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 15810560,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "53fefcc5-75ba-4b50-bd9e-93f9dacb8c44",
22
+ "datetime_epoch_millis": 1737106126660,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.968555900621118,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.31640625
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.96875,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 3.234375,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.6640625,
37
+ "mse": 2.0625,
38
+ "cossim": 0.8984375
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 124.0,
43
+ "l2_ratio": 0.8203125,
44
+ "relative_reconstruction_bias": 0.9296875
45
+ },
46
+ "sparsity": {
47
+ "l0": 555.1756591796875,
48
+ "l1": 494.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.72064208984375,
56
+ "freq_over_10_percent": 0.01953125,
57
+ "normalized_freq_over_1_percent": 0.9936391711235046,
58
+ "normalized_freq_over_10_percent": 0.10748913884162903,
59
+ "average_max_encoder_cosine_sim": 0.13718563318252563,
60
+ "average_max_decoder_cosine_sim": 0.21445924043655396,
61
+ "frac_alive": 0.76055908203125
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_2441",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "standard_april_update",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 4999168,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "f2b511d5-af51-41e0-ad96-b58e89baabb5",
22
+ "datetime_epoch_millis": 1737129071829,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.2670807453416149,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 7.375
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.25,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 10.0625,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": -0.59375,
37
+ "mse": 11.3125,
38
+ "cossim": 0.283203125
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 45.75,
43
+ "l2_ratio": 0.30859375,
44
+ "relative_reconstruction_bias": 1.0859375
45
+ },
46
+ "sparsity": {
47
+ "l0": 20.0,
48
+ "l1": 196.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.02862548828125,
56
+ "freq_over_10_percent": 0.0,
57
+ "normalized_freq_over_1_percent": 0.4410315155982971,
58
+ "normalized_freq_over_10_percent": 0.0,
59
+ "average_max_encoder_cosine_sim": 0.08272403478622437,
60
+ "average_max_decoder_cosine_sim": 0.08272728323936462,
61
+ "frac_alive": 0.9754638671875
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "topk",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 0,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "47d4195f-cbd0-4a89-a86e-7c038e22b4f2",
22
+ "datetime_epoch_millis": 1737132371801,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.40683229813664595,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 5.96875
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.39473684210526316,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 8.6875,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": -0.50390625,
37
+ "mse": 10.6875,
38
+ "cossim": 0.3671875
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 63.25,
43
+ "l2_ratio": 0.42578125,
44
+ "relative_reconstruction_bias": 1.15625
45
+ },
46
+ "sparsity": {
47
+ "l0": 40.0,
48
+ "l1": 370.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.06646728515625,
56
+ "freq_over_10_percent": 0.0003662109375,
57
+ "normalized_freq_over_1_percent": 0.6145315170288086,
58
+ "normalized_freq_over_10_percent": 0.017595510929822922,
59
+ "average_max_encoder_cosine_sim": 0.08272403478622437,
60
+ "average_max_decoder_cosine_sim": 0.08272728323936462,
61
+ "frac_alive": 0.99139404296875
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_0",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "topk",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 0,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "3cbc33d0-6787-4e16-823b-e55cd06739b9",
22
+ "datetime_epoch_millis": 1737133048490,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.9549689440993789,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.453125
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.9539473684210527,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 3.375,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.6015625,
37
+ "mse": 2.546875,
38
+ "cossim": 0.875
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 131.0,
43
+ "l2_ratio": 0.875,
44
+ "relative_reconstruction_bias": 0.99609375
45
+ },
46
+ "sparsity": {
47
+ "l0": 40.0,
48
+ "l1": 406.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.06317138671875,
56
+ "freq_over_10_percent": 0.00091552734375,
57
+ "normalized_freq_over_1_percent": 0.6523771286010742,
58
+ "normalized_freq_over_10_percent": 0.10512033849954605,
59
+ "average_max_encoder_cosine_sim": 0.1171097457408905,
60
+ "average_max_decoder_cosine_sim": 0.16894057393074036,
61
+ "frac_alive": 0.9984130859375
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_1_step_2441",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "topk",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 4999168,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "f98bb42e-c3fe-41e5-9622-01a87a0d064b",
22
+ "datetime_epoch_millis": 1737144799462,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.9944439052795031,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.055908203125
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.9950657894736842,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 2.984375,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.82421875,
37
+ "mse": 1.109375,
38
+ "cossim": 0.9453125
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 142.0,
43
+ "l2_ratio": 0.9453125,
44
+ "relative_reconstruction_bias": 1.0
45
+ },
46
+ "sparsity": {
47
+ "l0": 319.975830078125,
48
+ "l1": 1336.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.32391357421875,
56
+ "freq_over_10_percent": 0.05657958984375,
57
+ "normalized_freq_over_1_percent": 0.9324257373809814,
58
+ "normalized_freq_over_10_percent": 0.5284690260887146,
59
+ "average_max_encoder_cosine_sim": 0.12845315039157867,
60
+ "average_max_decoder_cosine_sim": 0.21608805656433105,
61
+ "frac_alive": 0.991455078125
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_77203",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "topk",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 158111744,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
core/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203_eval_results.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "eval_type_id": "core",
3
+ "eval_config": {
4
+ "model_name": "gemma-2-2b",
5
+ "llm_dtype": "bfloat16",
6
+ "batch_size_prompts": 16,
7
+ "n_eval_reconstruction_batches": 200,
8
+ "n_eval_sparsity_variance_batches": 2000,
9
+ "dataset": "Skylion007/openwebtext",
10
+ "context_size": 128,
11
+ "compute_kl": true,
12
+ "compute_ce_loss": true,
13
+ "compute_l2_norms": true,
14
+ "compute_sparsity_metrics": true,
15
+ "compute_variance_metrics": true,
16
+ "compute_featurewise_density_statistics": true,
17
+ "compute_featurewise_weight_based_metrics": true,
18
+ "exclude_special_tokens_from_reconstruction": true,
19
+ "verbose": false
20
+ },
21
+ "eval_id": "777bd55b-356a-435f-9a92-baadfcf8d791",
22
+ "datetime_epoch_millis": 1737148045874,
23
+ "eval_result_metrics": {
24
+ "model_behavior_preservation": {
25
+ "kl_div_score": 0.996967197204969,
26
+ "kl_div_with_ablation": 10.0625,
27
+ "kl_div_with_sae": 0.030517578125
28
+ },
29
+ "model_performance_preservation": {
30
+ "ce_loss_score": 0.9983552631578947,
31
+ "ce_loss_with_ablation": 12.4375,
32
+ "ce_loss_with_sae": 2.953125,
33
+ "ce_loss_without_sae": 2.9375
34
+ },
35
+ "reconstruction_quality": {
36
+ "explained_variance": 0.87890625,
37
+ "mse": 0.75,
38
+ "cossim": 0.96484375
39
+ },
40
+ "shrinkage": {
41
+ "l2_norm_in": 149.0,
42
+ "l2_norm_out": 144.0,
43
+ "l2_ratio": 0.96484375,
44
+ "relative_reconstruction_bias": 1.0
45
+ },
46
+ "sparsity": {
47
+ "l0": 639.9999389648438,
48
+ "l1": 2384.0
49
+ },
50
+ "token_stats": {
51
+ "total_tokens_eval_reconstruction": 409600,
52
+ "total_tokens_eval_sparsity_variance": 4096000
53
+ },
54
+ "misc_metrics": {
55
+ "freq_over_1_percent": 0.23681640625,
56
+ "freq_over_10_percent": 0.14019775390625,
57
+ "normalized_freq_over_1_percent": 0.9735989570617676,
58
+ "normalized_freq_over_10_percent": 0.9010658264160156,
59
+ "average_max_encoder_cosine_sim": 0.15235896408557892,
60
+ "average_max_decoder_cosine_sim": 0.22214335203170776,
61
+ "frac_alive": 0.94830322265625
62
+ }
63
+ },
64
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
65
+ "sae_lens_id": "custom_sae",
66
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_top_k_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_77203",
67
+ "sae_lens_version": "5.3.1",
68
+ "sae_cfg_dict": {
69
+ "model_name": "gemma-2-2b",
70
+ "d_in": 2304,
71
+ "d_sae": 16384,
72
+ "hook_layer": 12,
73
+ "hook_name": "blocks.12.hook_resid_post",
74
+ "context_size": null,
75
+ "hook_head_index": null,
76
+ "architecture": "topk",
77
+ "apply_b_dec_to_input": null,
78
+ "finetuning_scaling_factor": null,
79
+ "activation_fn_str": "",
80
+ "prepend_bos": true,
81
+ "normalize_activations": "none",
82
+ "dtype": "bfloat16",
83
+ "device": "",
84
+ "dataset_path": "",
85
+ "dataset_trust_remote_code": true,
86
+ "seqpos_slice": [
87
+ null
88
+ ],
89
+ "training_tokens": 158111744,
90
+ "sae_lens_training_version": null,
91
+ "neuronpedia_id": null
92
+ },
93
+ "eval_result_unstructured": {}
94
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "7dc45e34-231c-4665-ac16-1c7d16a1e3f3",
73
+ "datetime_epoch_millis": 1737127173670,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.0022261900934944295,
77
+ "scr_metric_threshold_2": 0.0023751780392369647,
78
+ "scr_dir2_threshold_2": 0.00291165172673268,
79
+ "scr_dir1_threshold_5": -0.004094825141286243,
80
+ "scr_metric_threshold_5": 0.002292464992025535,
81
+ "scr_dir2_threshold_5": 0.002887695315684374,
82
+ "scr_dir1_threshold_10": -0.004140976355763045,
83
+ "scr_metric_threshold_10": -0.0007882722166953734,
84
+ "scr_dir2_threshold_10": 0.0008799054819548958,
85
+ "scr_dir1_threshold_20": 0.0025662010849824106,
86
+ "scr_metric_threshold_20": 0.0009374784772495056,
87
+ "scr_dir2_threshold_20": 0.00028349151742754273,
88
+ "scr_dir1_threshold_50": -0.00048595696417446646,
89
+ "scr_metric_threshold_50": 0.0036545819390711746,
90
+ "scr_dir2_threshold_50": 0.002464121291753497,
91
+ "scr_dir1_threshold_100": -0.004275930744844544,
92
+ "scr_metric_threshold_100": -0.0006496320427404851,
93
+ "scr_dir2_threshold_100": 0.0004820719684140689,
94
+ "scr_dir1_threshold_500": 0.0014880207671164854,
95
+ "scr_metric_threshold_500": -0.0028293580523993116,
96
+ "scr_dir2_threshold_500": -0.0022341277287404727
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": 0.01538533487266155,
103
+ "scr_metric_threshold_2": 0.0,
104
+ "scr_dir2_threshold_2": 0.0,
105
+ "scr_dir1_threshold_5": 0.01538533487266155,
106
+ "scr_metric_threshold_5": 0.0,
107
+ "scr_dir2_threshold_5": 0.0,
108
+ "scr_dir1_threshold_10": 0.0,
109
+ "scr_metric_threshold_10": -0.0024631691758850776,
110
+ "scr_dir2_threshold_10": -0.0024631691758850776,
111
+ "scr_dir1_threshold_20": 0.01538533487266155,
112
+ "scr_metric_threshold_20": -0.004926191542306817,
113
+ "scr_dir2_threshold_20": -0.004926191542306817,
114
+ "scr_dir1_threshold_50": 0.01538533487266155,
115
+ "scr_metric_threshold_50": -0.009852236275150297,
116
+ "scr_dir2_threshold_50": -0.009852236275150297,
117
+ "scr_dir1_threshold_100": 0.030769752750754456,
118
+ "scr_metric_threshold_100": -0.012315258641572036,
119
+ "scr_dir2_threshold_100": -0.012315258641572036,
120
+ "scr_dir1_threshold_500": 0.046154170628847364,
121
+ "scr_metric_threshold_500": -0.012315258641572036,
122
+ "scr_dir2_threshold_500": -0.012315258641572036
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.009345674652204091,
127
+ "scr_metric_threshold_2": 0.0,
128
+ "scr_dir2_threshold_2": 0.0,
129
+ "scr_dir1_threshold_5": -0.009345674652204091,
130
+ "scr_metric_threshold_5": -0.0028818072540398036,
131
+ "scr_dir2_threshold_5": -0.0028818072540398036,
132
+ "scr_dir1_threshold_10": -0.009345674652204091,
133
+ "scr_metric_threshold_10": 0.0,
134
+ "scr_dir2_threshold_10": 0.0,
135
+ "scr_dir1_threshold_20": 0.0,
136
+ "scr_metric_threshold_20": 0.0028818072540398036,
137
+ "scr_dir2_threshold_20": 0.0028818072540398036,
138
+ "scr_dir1_threshold_50": -0.009345674652204091,
139
+ "scr_metric_threshold_50": 0.01152740078746839,
140
+ "scr_dir2_threshold_50": 0.01152740078746839,
141
+ "scr_dir1_threshold_100": 0.0,
142
+ "scr_metric_threshold_100": 0.005763786279388783,
143
+ "scr_dir2_threshold_100": 0.005763786279388783,
144
+ "scr_dir1_threshold_500": 0.018691349304408182,
145
+ "scr_metric_threshold_500": 0.028818416083016385,
146
+ "scr_dir2_threshold_500": 0.028818416083016385
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.0,
151
+ "scr_metric_threshold_2": 0.0,
152
+ "scr_dir2_threshold_2": 0.0,
153
+ "scr_dir1_threshold_5": 0.0,
154
+ "scr_metric_threshold_5": 0.0,
155
+ "scr_dir2_threshold_5": 0.0,
156
+ "scr_dir1_threshold_10": 0.0,
157
+ "scr_metric_threshold_10": -0.005063225431835607,
158
+ "scr_dir2_threshold_10": -0.005063225431835607,
159
+ "scr_dir1_threshold_20": 0.015625727595642156,
160
+ "scr_metric_threshold_20": 0.0,
161
+ "scr_dir2_threshold_20": 0.0,
162
+ "scr_dir1_threshold_50": 0.04687532014208255,
163
+ "scr_metric_threshold_50": 0.0,
164
+ "scr_dir2_threshold_50": 0.0,
165
+ "scr_dir1_threshold_100": 0.03125052386886235,
166
+ "scr_metric_threshold_100": 0.0,
167
+ "scr_dir2_threshold_100": 0.0,
168
+ "scr_dir1_threshold_500": -0.031249592546440393,
169
+ "scr_metric_threshold_500": -0.007594838147753411,
170
+ "scr_dir2_threshold_500": -0.007594838147753411
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": -0.008064411464279277,
175
+ "scr_metric_threshold_2": 0.0029411388309740116,
176
+ "scr_dir2_threshold_2": 0.0029411388309740116,
177
+ "scr_dir1_threshold_5": -0.016128822928558554,
178
+ "scr_metric_threshold_5": 0.008823416492922035,
179
+ "scr_dir2_threshold_5": 0.008823416492922035,
180
+ "scr_dir1_threshold_10": -0.016128822928558554,
181
+ "scr_metric_threshold_10": 0.005882277661948023,
182
+ "scr_dir2_threshold_10": 0.005882277661948023,
183
+ "scr_dir1_threshold_20": -0.016128822928558554,
184
+ "scr_metric_threshold_20": 0.005882277661948023,
185
+ "scr_dir2_threshold_20": 0.005882277661948023,
186
+ "scr_dir1_threshold_50": -0.024193715075407077,
187
+ "scr_metric_threshold_50": 0.01176473063168832,
188
+ "scr_dir2_threshold_50": 0.01176473063168832,
189
+ "scr_dir1_threshold_100": -0.016128822928558554,
190
+ "scr_metric_threshold_100": -0.014705869462662334,
191
+ "scr_dir2_threshold_100": -0.014705869462662334,
192
+ "scr_dir1_threshold_500": 0.016128822928558554,
193
+ "scr_metric_threshold_500": -0.08823539208376627,
194
+ "scr_dir2_threshold_500": -0.08823539208376627
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.005434712187334791,
199
+ "scr_metric_threshold_2": 0.007843036424282232,
200
+ "scr_dir2_threshold_2": 0.007843036424282232,
201
+ "scr_dir1_threshold_5": -0.027173884874933916,
202
+ "scr_metric_threshold_5": 0.003921518212141116,
203
+ "scr_dir2_threshold_5": 0.003921518212141116,
204
+ "scr_dir1_threshold_10": 0.005434712187334791,
205
+ "scr_metric_threshold_10": 0.003921518212141116,
206
+ "scr_dir2_threshold_10": 0.003921518212141116,
207
+ "scr_dir1_threshold_20": 0.005434712187334791,
208
+ "scr_metric_threshold_20": 0.003921518212141116,
209
+ "scr_dir2_threshold_20": 0.003921518212141116,
210
+ "scr_dir1_threshold_50": -0.032608921000528666,
211
+ "scr_metric_threshold_50": 0.011764554636423348,
212
+ "scr_dir2_threshold_50": 0.011764554636423348,
213
+ "scr_dir1_threshold_100": -0.07065223025013216,
214
+ "scr_metric_threshold_100": 0.007843036424282232,
215
+ "scr_dir2_threshold_100": 0.007843036424282232,
216
+ "scr_dir1_threshold_500": -0.07065223025013216,
217
+ "scr_metric_threshold_500": 0.035294131396688785,
218
+ "scr_dir2_threshold_500": 0.035294131396688785
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.0,
223
+ "scr_metric_threshold_2": 0.008064651805563901,
224
+ "scr_dir2_threshold_2": 0.008064651805563901,
225
+ "scr_dir1_threshold_5": 0.0,
226
+ "scr_metric_threshold_5": 0.0040322057321396385,
227
+ "scr_dir2_threshold_5": 0.0040322057321396385,
228
+ "scr_dir1_threshold_10": 0.0,
229
+ "scr_metric_threshold_10": 0.0,
230
+ "scr_dir2_threshold_10": 0.0,
231
+ "scr_dir1_threshold_20": 0.0,
232
+ "scr_metric_threshold_20": 0.0040322057321396385,
233
+ "scr_dir2_threshold_20": 0.0040322057321396385,
234
+ "scr_dir1_threshold_50": 0.0,
235
+ "scr_metric_threshold_50": 0.0040322057321396385,
236
+ "scr_dir2_threshold_50": 0.0040322057321396385,
237
+ "scr_dir1_threshold_100": -0.005154879899716724,
238
+ "scr_metric_threshold_100": 0.008064651805563901,
239
+ "scr_dir2_threshold_100": 0.008064651805563901,
240
+ "scr_dir1_threshold_500": 0.0103091453185776,
241
+ "scr_metric_threshold_500": 0.008064651805563901,
242
+ "scr_dir2_threshold_500": 0.008064651805563901
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.0,
247
+ "scr_metric_threshold_2": 0.004444386753041293,
248
+ "scr_dir2_threshold_2": 0.004444386753041293,
249
+ "scr_dir1_threshold_5": 0.004504446452745062,
250
+ "scr_metric_threshold_5": 0.004444386753041293,
251
+ "scr_dir2_threshold_5": 0.004444386753041293,
252
+ "scr_dir1_threshold_10": -0.004504446452745062,
253
+ "scr_metric_threshold_10": 0.0,
254
+ "scr_dir2_threshold_10": 0.0,
255
+ "scr_dir1_threshold_20": 0.004504446452745062,
256
+ "scr_metric_threshold_20": 0.0,
257
+ "scr_dir2_threshold_20": 0.0,
258
+ "scr_dir1_threshold_50": 0.0,
259
+ "scr_metric_threshold_50": 0.0,
260
+ "scr_dir2_threshold_50": 0.0,
261
+ "scr_dir1_threshold_100": 0.0,
262
+ "scr_metric_threshold_100": 0.004444386753041293,
263
+ "scr_dir2_threshold_100": 0.004444386753041293,
264
+ "scr_dir1_threshold_500": 0.022522500753112733,
265
+ "scr_metric_threshold_500": 0.013333425168628146,
266
+ "scr_dir2_threshold_500": 0.013333425168628146
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": -0.004291789499965721,
271
+ "scr_metric_threshold_2": -0.004291789499965721,
272
+ "scr_dir2_threshold_2": 0.0,
273
+ "scr_dir1_threshold_5": 0.0,
274
+ "scr_metric_threshold_5": 0.0,
275
+ "scr_dir2_threshold_5": 0.004761842589270712,
276
+ "scr_dir1_threshold_10": -0.008583578999931441,
277
+ "scr_metric_threshold_10": -0.008583578999931441,
278
+ "scr_dir2_threshold_10": 0.004761842589270712,
279
+ "scr_dir1_threshold_20": -0.004291789499965721,
280
+ "scr_metric_threshold_20": -0.004291789499965721,
281
+ "scr_dir2_threshold_20": -0.009523685178541423,
282
+ "scr_dir1_threshold_50": 0.0,
283
+ "scr_metric_threshold_50": 0.0,
284
+ "scr_dir2_threshold_50": -0.009523685178541423,
285
+ "scr_dir1_threshold_100": -0.004291789499965721,
286
+ "scr_metric_threshold_100": -0.004291789499965721,
287
+ "scr_dir2_threshold_100": 0.004761842589270712,
288
+ "scr_dir1_threshold_500": 0.0,
289
+ "scr_metric_threshold_500": 0.0,
290
+ "scr_dir2_threshold_500": 0.004761842589270712
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_0_step_0",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 0,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_77203_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "763bc732-2c7a-450b-8b3a-0f754baacc1a",
73
+ "datetime_epoch_millis": 1737153050742,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.20305283855607273,
77
+ "scr_metric_threshold_2": 0.09510561565206446,
78
+ "scr_dir2_threshold_2": 0.10331377639020772,
79
+ "scr_dir1_threshold_5": 0.198424571205749,
80
+ "scr_metric_threshold_5": 0.14047348392275477,
81
+ "scr_dir2_threshold_5": 0.15683870221826524,
82
+ "scr_dir1_threshold_10": 0.19160612423828338,
83
+ "scr_metric_threshold_10": 0.20172842372011324,
84
+ "scr_dir2_threshold_10": 0.21522727925637114,
85
+ "scr_dir1_threshold_20": 0.21599572617067364,
86
+ "scr_metric_threshold_20": 0.25203406854169175,
87
+ "scr_dir2_threshold_20": 0.2595728929258631,
88
+ "scr_dir1_threshold_50": 0.2033700088432628,
89
+ "scr_metric_threshold_50": 0.31970980747967515,
90
+ "scr_dir2_threshold_50": 0.3246249880857958,
91
+ "scr_dir1_threshold_100": 0.12019071744321874,
92
+ "scr_metric_threshold_100": 0.3475009368327662,
93
+ "scr_dir2_threshold_100": 0.3608746541158326,
94
+ "scr_dir1_threshold_500": -0.0818273919142777,
95
+ "scr_metric_threshold_500": 0.3275018059415566,
96
+ "scr_dir2_threshold_500": 0.34468197069239076
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": 0.40000036679782747,
103
+ "scr_metric_threshold_2": 0.009852089465686957,
104
+ "scr_dir2_threshold_2": 0.009852089465686957,
105
+ "scr_dir1_threshold_5": 0.4307692025540133,
106
+ "scr_metric_threshold_5": 0.019704325740837254,
107
+ "scr_dir2_threshold_5": 0.019704325740837254,
108
+ "scr_dir1_threshold_10": 0.40000036679782747,
109
+ "scr_metric_threshold_10": 0.024630517283144072,
110
+ "scr_dir2_threshold_10": 0.024630517283144072,
111
+ "scr_dir1_threshold_20": 0.46153895530476774,
112
+ "scr_metric_threshold_20": 0.03694577592471611,
113
+ "scr_dir2_threshold_20": 0.03694577592471611,
114
+ "scr_dir1_threshold_50": 0.3230773604127943,
115
+ "scr_metric_threshold_50": 0.07389155184943222,
116
+ "scr_dir2_threshold_50": 0.07389155184943222,
117
+ "scr_dir1_threshold_100": 0.261538771905854,
118
+ "scr_metric_threshold_100": 0.09852206913257629,
119
+ "scr_dir2_threshold_100": 0.09852206913257629,
120
+ "scr_dir1_threshold_500": 0.18461576552082082,
121
+ "scr_metric_threshold_500": 0.09852206913257629,
122
+ "scr_dir2_threshold_500": 0.09852206913257629
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.3831776742154747,
127
+ "scr_metric_threshold_2": 0.1383286376783115,
128
+ "scr_dir2_threshold_2": 0.1383286376783115,
129
+ "scr_dir1_threshold_5": 0.36448576785827685,
130
+ "scr_metric_threshold_5": 0.19596546984434426,
131
+ "scr_dir2_threshold_5": 0.19596546984434426,
132
+ "scr_dir1_threshold_10": 0.30841116289226267,
133
+ "scr_metric_threshold_10": 0.22190207867332085,
134
+ "scr_dir2_threshold_10": 0.22190207867332085,
135
+ "scr_dir1_threshold_20": 0.30841116289226267,
136
+ "scr_metric_threshold_20": 0.2997119051602506,
137
+ "scr_dir2_threshold_20": 0.2997119051602506,
138
+ "scr_dir1_threshold_50": 0.2336446515690506,
139
+ "scr_metric_threshold_50": 0.37463975262183136,
140
+ "scr_dir2_threshold_50": 0.37463975262183136,
141
+ "scr_dir1_threshold_100": -0.14018679094143036,
142
+ "scr_metric_threshold_100": 0.4178675485176651,
143
+ "scr_dir2_threshold_100": 0.4178675485176651,
144
+ "scr_dir1_threshold_500": -0.5327106968618989,
145
+ "scr_metric_threshold_500": 0.2939481188808618,
146
+ "scr_dir2_threshold_500": 0.2939481188808618
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.4062502910382569,
151
+ "scr_metric_threshold_2": 0.030379805284471813,
152
+ "scr_dir2_threshold_2": 0.030379805284471813,
153
+ "scr_dir1_threshold_5": 0.42187508731147705,
154
+ "scr_metric_threshold_5": 0.06075961056894363,
155
+ "scr_dir2_threshold_5": 0.06075961056894363,
156
+ "scr_dir1_threshold_10": 0.4062502910382569,
157
+ "scr_metric_threshold_10": 0.07594943776226984,
158
+ "scr_dir2_threshold_10": 0.07594943776226984,
159
+ "scr_dir1_threshold_20": 0.42187508731147705,
160
+ "scr_metric_threshold_20": 0.13164567200155847,
161
+ "scr_dir2_threshold_20": 0.13164567200155847,
162
+ "scr_dir1_threshold_50": 0.3125005820765137,
163
+ "scr_metric_threshold_50": 0.2101265715819267,
164
+ "scr_dir2_threshold_50": 0.2101265715819267,
165
+ "scr_dir1_threshold_100": 0.0937506402841651,
166
+ "scr_metric_threshold_100": 0.24303798958231634,
167
+ "scr_dir2_threshold_100": 0.24303798958231634,
168
+ "scr_dir1_threshold_500": -0.7187499417923486,
169
+ "scr_metric_threshold_500": 0.13924051014931188,
170
+ "scr_dir2_threshold_500": 0.13924051014931188
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.27419335456348015,
175
+ "scr_metric_threshold_2": 0.1441175557956493,
176
+ "scr_dir2_threshold_2": 0.1441175557956493,
177
+ "scr_dir1_threshold_5": 0.22580640509523522,
178
+ "scr_metric_threshold_5": 0.19705875598435063,
179
+ "scr_dir2_threshold_5": 0.19705875598435063,
180
+ "scr_dir1_threshold_10": 0.11290320254761761,
181
+ "scr_metric_threshold_10": 0.2411765396801299,
182
+ "scr_dir2_threshold_10": 0.2411765396801299,
183
+ "scr_dir1_threshold_20": 0.0,
184
+ "scr_metric_threshold_20": 0.2882352868990909,
185
+ "scr_dir2_threshold_20": 0.2882352868990909,
186
+ "scr_dir1_threshold_50": -0.04032253800396563,
187
+ "scr_metric_threshold_50": 0.3882352343067532,
188
+ "scr_dir2_threshold_50": 0.3882352343067532,
189
+ "scr_dir1_threshold_100": -0.11290320254761761,
190
+ "scr_metric_threshold_100": 0.4382352956644805,
191
+ "scr_dir2_threshold_100": 0.4382352956644805,
192
+ "scr_dir1_threshold_500": -0.29032265817460795,
193
+ "scr_metric_threshold_500": 0.1882353394914286,
194
+ "scr_dir2_threshold_500": 0.1882353394914286
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.05434776974986783,
199
+ "scr_metric_threshold_2": 0.13725477363090466,
200
+ "scr_dir2_threshold_2": 0.13725477363090466,
201
+ "scr_dir1_threshold_5": -0.048913057562533044,
202
+ "scr_metric_threshold_5": 0.21568630659227384,
203
+ "scr_dir2_threshold_5": 0.21568630659227384,
204
+ "scr_dir1_threshold_10": -0.027173884874933916,
205
+ "scr_metric_threshold_10": 0.462744992625386,
206
+ "scr_dir2_threshold_10": 0.462744992625386,
207
+ "scr_dir1_threshold_20": -0.016304460500264333,
208
+ "scr_metric_threshold_20": 0.5764704232397345,
209
+ "scr_dir2_threshold_20": 0.5764704232397345,
210
+ "scr_dir1_threshold_50": 0.09239107899947133,
211
+ "scr_metric_threshold_50": 0.6705882627933776,
212
+ "scr_dir2_threshold_50": 0.6705882627933776,
213
+ "scr_dir1_threshold_100": 0.0380433092496035,
214
+ "scr_metric_threshold_100": 0.6509804379889627,
215
+ "scr_dir2_threshold_100": 0.6509804379889627,
216
+ "scr_dir1_threshold_500": 0.08152165462480175,
217
+ "scr_metric_threshold_500": 0.6941176058099336,
218
+ "scr_dir2_threshold_500": 0.6941176058099336
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.03608231585544952,
223
+ "scr_metric_threshold_2": 0.04435498407738989,
224
+ "scr_dir2_threshold_2": 0.04435498407738989,
225
+ "scr_dir1_threshold_5": 0.07731951161061577,
226
+ "scr_metric_threshold_5": 0.08870972781349516,
227
+ "scr_dir2_threshold_5": 0.08870972781349516,
228
+ "scr_dir1_threshold_10": 0.12886585268435963,
229
+ "scr_metric_threshold_10": 0.14112912335516434,
230
+ "scr_dir2_threshold_10": 0.14112912335516434,
231
+ "scr_dir1_threshold_20": 0.2113399369542642,
232
+ "scr_metric_threshold_20": 0.14516132908730398,
233
+ "scr_dir2_threshold_20": 0.14516132908730398,
234
+ "scr_dir1_threshold_50": 0.25773170536871925,
235
+ "scr_metric_threshold_50": 0.20967734182539205,
236
+ "scr_dir2_threshold_50": 0.20967734182539205,
237
+ "scr_dir1_threshold_100": 0.26804115792772476,
238
+ "scr_metric_threshold_100": 0.2862904524424683,
239
+ "scr_dir2_threshold_100": 0.2862904524424683,
240
+ "scr_dir1_threshold_500": 0.32989664432004623,
241
+ "scr_metric_threshold_500": 0.463709667728174,
242
+ "scr_dir2_threshold_500": 0.463709667728174
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.03603610860073534,
247
+ "scr_metric_threshold_2": 0.22222225165661158,
248
+ "scr_dir2_threshold_2": 0.22222225165661158,
249
+ "scr_dir1_threshold_5": 0.09459444946519599,
250
+ "scr_metric_threshold_5": 0.3244444715240827,
251
+ "scr_dir2_threshold_5": 0.3244444715240827,
252
+ "scr_dir1_threshold_10": 0.13063055806593132,
253
+ "scr_metric_threshold_10": 0.3733332556265454,
254
+ "scr_dir2_threshold_10": 0.3733332556265454,
255
+ "scr_dir1_threshold_20": 0.22522527602051473,
256
+ "scr_metric_threshold_20": 0.42222230463851246,
257
+ "scr_dir2_threshold_20": 0.42222230463851246,
258
+ "scr_dir1_threshold_50": 0.3063063861274755,
259
+ "scr_metric_threshold_50": 0.4888889006626446,
260
+ "scr_dir2_threshold_50": 0.4888889006626446,
261
+ "scr_dir1_threshold_100": 0.445945837098897,
262
+ "scr_metric_threshold_100": 0.5377776847651073,
263
+ "scr_dir2_threshold_100": 0.5377776847651073,
264
+ "scr_dir1_threshold_500": 0.16666666666666666,
265
+ "scr_metric_threshold_500": 0.6177777059578677,
266
+ "scr_dir2_threshold_500": 0.6177777059578677
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.03433482762748996,
271
+ "scr_metric_threshold_2": 0.03433482762748996,
272
+ "scr_dir2_threshold_2": 0.10000011353263609,
273
+ "scr_dir1_threshold_5": 0.021459203313710703,
274
+ "scr_metric_threshold_5": 0.021459203313710703,
275
+ "scr_dir2_threshold_5": 0.1523809496777944,
276
+ "scr_dir1_threshold_10": 0.07296144475494565,
277
+ "scr_metric_threshold_10": 0.07296144475494565,
278
+ "scr_dir2_threshold_10": 0.18095228904500887,
279
+ "scr_dir1_threshold_20": 0.11587985138236706,
280
+ "scr_metric_threshold_20": 0.11587985138236706,
281
+ "scr_dir2_threshold_20": 0.17619044645573817,
282
+ "scr_dir1_threshold_50": 0.1416308441960435,
283
+ "scr_metric_threshold_50": 0.1416308441960435,
284
+ "scr_dir2_threshold_50": 0.18095228904500887,
285
+ "scr_dir1_threshold_100": 0.10729601656855352,
286
+ "scr_metric_threshold_100": 0.10729601656855352,
287
+ "scr_dir2_threshold_100": 0.21428575483308432,
288
+ "scr_dir1_threshold_500": 0.1244634303822985,
289
+ "scr_metric_threshold_500": 0.1244634303822985,
290
+ "scr_dir2_threshold_500": 0.2619047483889719
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_77203",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 158111744,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "cd79e1f5-e8d1-47fa-bc19-976011995cf7",
73
+ "datetime_epoch_millis": 1737152676998,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.1715812918935617,
77
+ "scr_metric_threshold_2": 0.10452285993702723,
78
+ "scr_dir2_threshold_2": 0.10338349896827212,
79
+ "scr_dir1_threshold_5": 0.24050002641848117,
80
+ "scr_metric_threshold_5": 0.1690910758869344,
81
+ "scr_dir2_threshold_5": 0.1663346049213563,
82
+ "scr_dir1_threshold_10": 0.23482196917141174,
83
+ "scr_metric_threshold_10": 0.21991837099510067,
84
+ "scr_dir2_threshold_10": 0.2147732862983379,
85
+ "scr_dir1_threshold_20": 0.23020517807225882,
86
+ "scr_metric_threshold_20": 0.25795165746265386,
87
+ "scr_dir2_threshold_20": 0.2560765465461632,
88
+ "scr_dir1_threshold_50": 0.14093491951990647,
89
+ "scr_metric_threshold_50": 0.3123768932224092,
90
+ "scr_dir2_threshold_50": 0.30210203774408473,
91
+ "scr_dir1_threshold_100": 0.08715812691745055,
92
+ "scr_metric_threshold_100": 0.33663815732966434,
93
+ "scr_dir2_threshold_100": 0.32540783577193944,
94
+ "scr_dir1_threshold_500": -0.07918053972823397,
95
+ "scr_metric_threshold_500": 0.3125470038492354,
96
+ "scr_dir2_threshold_500": 0.30339619542446494
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": 0.3230773604127943,
103
+ "scr_metric_threshold_2": 0.0073890670992652185,
104
+ "scr_dir2_threshold_2": 0.0073890670992652185,
105
+ "scr_dir1_threshold_5": 0.40000036679782747,
106
+ "scr_metric_threshold_5": 0.017241303374415515,
107
+ "scr_dir2_threshold_5": 0.017241303374415515,
108
+ "scr_dir1_threshold_10": 0.4153847846759204,
109
+ "scr_metric_threshold_10": 0.022167494916722333,
110
+ "scr_dir2_threshold_10": 0.022167494916722333,
111
+ "scr_dir1_threshold_20": 0.40000036679782747,
112
+ "scr_metric_threshold_20": 0.02709353964956581,
113
+ "scr_dir2_threshold_20": 0.02709353964956581,
114
+ "scr_dir1_threshold_50": 0.3538461961689801,
115
+ "scr_metric_threshold_50": 0.049261034566288144,
116
+ "scr_dir2_threshold_50": 0.049261034566288144,
117
+ "scr_dir1_threshold_100": 0.29230760766203984,
118
+ "scr_metric_threshold_100": 0.07389155184943222,
119
+ "scr_dir2_threshold_100": 0.07389155184943222,
120
+ "scr_dir1_threshold_500": -0.07692300638503319,
121
+ "scr_metric_threshold_500": 0.09113300203331107,
122
+ "scr_dir2_threshold_500": 0.09113300203331107
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.2336446515690506,
127
+ "scr_metric_threshold_2": 0.1325648513989227,
128
+ "scr_dir2_threshold_2": 0.1325648513989227,
129
+ "scr_dir1_threshold_5": 0.33644874390166457,
130
+ "scr_metric_threshold_5": 0.18731987631091568,
131
+ "scr_dir2_threshold_5": 0.18731987631091568,
132
+ "scr_dir1_threshold_10": 0.33644874390166457,
133
+ "scr_metric_threshold_10": 0.21613829239393206,
134
+ "scr_dir2_threshold_10": 0.21613829239393206,
135
+ "scr_dir1_threshold_20": 0.2616822325784525,
136
+ "scr_metric_threshold_20": 0.2593660882897658,
137
+ "scr_dir2_threshold_20": 0.2593660882897658,
138
+ "scr_dir1_threshold_50": 0.2990654882400586,
139
+ "scr_metric_threshold_50": 0.34293952928477517,
140
+ "scr_dir2_threshold_50": 0.34293952928477517,
141
+ "scr_dir1_threshold_100": -0.13084111628922626,
142
+ "scr_metric_threshold_100": 0.39769455419676814,
143
+ "scr_dir2_threshold_100": 0.39769455419676814,
144
+ "scr_dir1_threshold_500": -0.2897198135878545,
145
+ "scr_metric_threshold_500": 0.2680115100518852,
146
+ "scr_dir2_threshold_500": 0.2680115100518852
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.3749997671693945,
151
+ "scr_metric_threshold_2": 0.02025320352298121,
152
+ "scr_dir2_threshold_2": 0.02025320352298121,
153
+ "scr_dir1_threshold_5": 0.43749988358469727,
154
+ "scr_metric_threshold_5": 0.05316462152337083,
155
+ "scr_dir2_threshold_5": 0.05316462152337083,
156
+ "scr_dir1_threshold_10": 0.4687504074535596,
157
+ "scr_metric_threshold_10": 0.06582283600077923,
158
+ "scr_dir2_threshold_10": 0.06582283600077923,
159
+ "scr_dir1_threshold_20": 0.43749988358469727,
160
+ "scr_metric_threshold_20": 0.11392408119449507,
161
+ "scr_dir2_threshold_20": 0.11392408119449507,
162
+ "scr_dir1_threshold_50": 0.07812491268852294,
163
+ "scr_metric_threshold_50": 0.1443038864789669,
164
+ "scr_dir2_threshold_50": 0.1443038864789669,
165
+ "scr_dir1_threshold_100": 0.17187555297268803,
166
+ "scr_metric_threshold_100": 0.1873419062408471,
167
+ "scr_dir2_threshold_100": 0.1873419062408471,
168
+ "scr_dir1_threshold_500": -0.6093745052349633,
169
+ "scr_metric_threshold_500": 0.10886085576265946,
170
+ "scr_dir2_threshold_500": 0.10886085576265946
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.2338708165595145,
175
+ "scr_metric_threshold_2": 0.10294108623863633,
176
+ "scr_dir2_threshold_2": 0.10294108623863633,
177
+ "scr_dir1_threshold_5": 0.3225807847142943,
178
+ "scr_metric_threshold_5": 0.129411686332987,
179
+ "scr_dir2_threshold_5": 0.129411686332987,
180
+ "scr_dir1_threshold_10": 0.08064507600793126,
181
+ "scr_metric_threshold_10": 0.17058815588999998,
182
+ "scr_dir2_threshold_10": 0.17058815588999998,
183
+ "scr_dir1_threshold_20": -0.04838694946824491,
184
+ "scr_metric_threshold_20": 0.21470593958577924,
185
+ "scr_dir2_threshold_20": 0.21470593958577924,
186
+ "scr_dir1_threshold_50": -0.15322574055158325,
187
+ "scr_metric_threshold_50": 0.3029411563617532,
188
+ "scr_dir2_threshold_50": 0.3029411563617532,
189
+ "scr_dir1_threshold_100": -0.20161269001982815,
190
+ "scr_metric_threshold_100": 0.3382353482568182,
191
+ "scr_dir2_threshold_100": 0.3382353482568182,
192
+ "scr_dir1_threshold_500": -0.2822582467103287,
193
+ "scr_metric_threshold_500": 0.1382352781337013,
194
+ "scr_dir2_threshold_500": 0.1382352781337013
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.027173884874933916,
199
+ "scr_metric_threshold_2": 0.2,
200
+ "scr_dir2_threshold_2": 0.2,
201
+ "scr_dir1_threshold_5": 0.010869424374669583,
202
+ "scr_metric_threshold_5": 0.3921567298320084,
203
+ "scr_dir2_threshold_5": 0.3921567298320084,
204
+ "scr_dir1_threshold_10": 0.048913057562533044,
205
+ "scr_metric_threshold_10": 0.5137254306143486,
206
+ "scr_dir2_threshold_10": 0.5137254306143486,
207
+ "scr_dir1_threshold_20": 0.11413025168707046,
208
+ "scr_metric_threshold_20": 0.5843136934077262,
209
+ "scr_dir2_threshold_20": 0.5843136934077262,
210
+ "scr_dir1_threshold_50": -0.10326082731240087,
211
+ "scr_metric_threshold_50": 0.6509804379889627,
212
+ "scr_dir2_threshold_50": 0.6509804379889627,
213
+ "scr_dir1_threshold_100": -0.10326082731240087,
214
+ "scr_metric_threshold_100": 0.6588234744132448,
215
+ "scr_dir2_threshold_100": 0.6588234744132448,
216
+ "scr_dir1_threshold_500": -0.14130446050026432,
217
+ "scr_metric_threshold_500": 0.6862745693856515,
218
+ "scr_dir2_threshold_500": 0.6862745693856515
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.08762865692919337,
223
+ "scr_metric_threshold_2": 0.11693564862104187,
224
+ "scr_dir2_threshold_2": 0.11693564862104187,
225
+ "scr_dir1_threshold_5": 0.16494816853980915,
226
+ "scr_metric_threshold_5": 0.1370969176230247,
227
+ "scr_dir2_threshold_5": 0.1370969176230247,
228
+ "scr_dir1_threshold_10": 0.2113399369542642,
229
+ "scr_metric_threshold_10": 0.23387105690079912,
230
+ "scr_dir2_threshold_10": 0.23387105690079912,
231
+ "scr_dir1_threshold_20": 0.25257713270943044,
232
+ "scr_metric_threshold_20": 0.2701613891726251,
233
+ "scr_dir2_threshold_20": 0.2701613891726251,
234
+ "scr_dir1_threshold_50": 0.25773170536871925,
235
+ "scr_metric_threshold_50": 0.3225807847142943,
236
+ "scr_dir2_threshold_50": 0.3225807847142943,
237
+ "scr_dir1_threshold_100": 0.24742256005014163,
238
+ "scr_metric_threshold_100": 0.2983870696388872,
239
+ "scr_dir2_threshold_100": 0.2983870696388872,
240
+ "scr_dir1_threshold_500": 0.2061853642949754,
241
+ "scr_metric_threshold_500": 0.40322586072222555,
242
+ "scr_dir2_threshold_500": 0.40322586072222555
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.045045001506225466,
247
+ "scr_metric_threshold_2": 0.20888882648798343,
248
+ "scr_dir2_threshold_2": 0.20888882648798343,
249
+ "scr_dir1_threshold_5": 0.148648612366299,
250
+ "scr_metric_threshold_5": 0.33333324503016526,
251
+ "scr_dir2_threshold_5": 0.33333324503016526,
252
+ "scr_dir1_threshold_10": 0.17117111311941172,
253
+ "scr_metric_threshold_10": 0.39111106754821484,
254
+ "scr_dir2_threshold_10": 0.39111106754821484,
255
+ "scr_dir1_threshold_20": 0.2567566696791176,
256
+ "scr_metric_threshold_20": 0.4266666913915537,
257
+ "scr_dir2_threshold_20": 0.4266666913915537,
258
+ "scr_dir1_threshold_50": 0.1891891674197794,
259
+ "scr_metric_threshold_50": 0.47999986224705776,
260
+ "scr_dir2_threshold_50": 0.47999986224705776,
261
+ "scr_dir1_threshold_100": 0.19819806032526952,
262
+ "scr_metric_threshold_100": 0.5155554860903967,
263
+ "scr_dir2_threshold_100": 0.5155554860903967,
264
+ "scr_dir1_threshold_500": 0.3153152790329657,
265
+ "scr_metric_threshold_500": 0.5599998834398181,
266
+ "scr_dir2_threshold_500": 0.5599998834398181
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.047210196127387125,
271
+ "scr_metric_threshold_2": 0.047210196127387125,
272
+ "scr_dir2_threshold_2": 0.03809530837734615,
273
+ "scr_dir1_threshold_5": 0.10300422706858779,
274
+ "scr_metric_threshold_5": 0.10300422706858779,
275
+ "scr_dir2_threshold_5": 0.08095245934396302,
276
+ "scr_dir1_threshold_10": 0.1459226336960092,
277
+ "scr_metric_threshold_10": 0.1459226336960092,
278
+ "scr_dir2_threshold_10": 0.10476195612190681,
279
+ "scr_dir1_threshold_20": 0.1673818370097199,
280
+ "scr_metric_threshold_20": 0.1673818370097199,
281
+ "scr_dir2_threshold_20": 0.1523809496777944,
282
+ "scr_dir1_threshold_50": 0.20600845413717558,
283
+ "scr_metric_threshold_50": 0.20600845413717558,
284
+ "scr_dir2_threshold_50": 0.12380961031057988,
285
+ "scr_dir1_threshold_100": 0.22317586795092056,
286
+ "scr_metric_threshold_100": 0.22317586795092056,
287
+ "scr_dir2_threshold_100": 0.1333332954891213,
288
+ "scr_dir1_threshold_500": 0.24463507126463127,
289
+ "scr_metric_threshold_500": 0.24463507126463127,
290
+ "scr_dir2_threshold_500": 0.17142860386646747
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_2_step_7720",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 15810560,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "04e519e3-56e7-4b9b-9c84-5be83d089451",
73
+ "datetime_epoch_millis": 1737154921762,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.13698658131383995,
77
+ "scr_metric_threshold_2": 0.10420501975714741,
78
+ "scr_dir2_threshold_2": 0.11032601040473569,
79
+ "scr_dir1_threshold_5": 0.22297627398803,
80
+ "scr_metric_threshold_5": 0.15517155338453037,
81
+ "scr_dir2_threshold_5": 0.1639672874887319,
82
+ "scr_dir1_threshold_10": 0.18939593227824736,
83
+ "scr_metric_threshold_10": 0.20879747581676583,
84
+ "scr_dir2_threshold_10": 0.21806323453575063,
85
+ "scr_dir1_threshold_20": 0.19159537367843588,
86
+ "scr_metric_threshold_20": 0.24461174535602065,
87
+ "scr_dir2_threshold_20": 0.25488406983296846,
88
+ "scr_dir1_threshold_50": 0.09587103481836784,
89
+ "scr_metric_threshold_50": 0.29968232643031906,
90
+ "scr_dir2_threshold_50": 0.3132910737602514,
91
+ "scr_dir1_threshold_100": 0.02992665172096097,
92
+ "scr_metric_threshold_100": 0.33424925417719026,
93
+ "scr_dir2_threshold_100": 0.3469025354277222,
94
+ "scr_dir1_threshold_500": -0.13567798940461653,
95
+ "scr_metric_threshold_500": 0.32900428700387674,
96
+ "scr_dir2_threshold_500": 0.3426130343338091
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": 0.20000018339891373,
103
+ "scr_metric_threshold_2": 0.012315258641572036,
104
+ "scr_dir2_threshold_2": 0.012315258641572036,
105
+ "scr_dir1_threshold_5": 0.3384617782908872,
106
+ "scr_metric_threshold_5": 0.024630517283144072,
107
+ "scr_dir2_threshold_5": 0.024630517283144072,
108
+ "scr_dir1_threshold_10": 0.3384617782908872,
109
+ "scr_metric_threshold_10": 0.0467980121998664,
110
+ "scr_dir2_threshold_10": 0.0467980121998664,
111
+ "scr_dir1_threshold_20": 0.3538461961689801,
112
+ "scr_metric_threshold_20": 0.05418707929913162,
113
+ "scr_dir2_threshold_20": 0.05418707929913162,
114
+ "scr_dir1_threshold_50": 0.30769294253470136,
115
+ "scr_metric_threshold_50": 0.07142852948301047,
116
+ "scr_dir2_threshold_50": 0.07142852948301047,
117
+ "scr_dir1_threshold_100": 0.21538460127700665,
118
+ "scr_metric_threshold_100": 0.08374378812458251,
119
+ "scr_dir2_threshold_100": 0.08374378812458251,
120
+ "scr_dir1_threshold_500": -0.030768835756185817,
121
+ "scr_metric_threshold_500": 0.10344826067488311,
122
+ "scr_dir2_threshold_500": 0.10344826067488311
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.2056076276124383,
127
+ "scr_metric_threshold_2": 0.17291066826940749,
128
+ "scr_dir2_threshold_2": 0.17291066826940749,
129
+ "scr_dir1_threshold_5": 0.34579441855386867,
130
+ "scr_metric_threshold_5": 0.21037467788585246,
131
+ "scr_dir2_threshold_5": 0.21037467788585246,
132
+ "scr_dir1_threshold_10": 0.2149533022646424,
133
+ "scr_metric_threshold_10": 0.291066311626822,
134
+ "scr_dir2_threshold_10": 0.291066311626822,
135
+ "scr_dir1_threshold_20": 0.2056076276124383,
136
+ "scr_metric_threshold_20": 0.35446693007224356,
137
+ "scr_dir2_threshold_20": 0.35446693007224356,
138
+ "scr_dir1_threshold_50": -0.2897198135878545,
139
+ "scr_metric_threshold_50": 0.4293947775338243,
140
+ "scr_dir2_threshold_50": 0.4293947775338243,
141
+ "scr_dir1_threshold_100": -0.35514009320607276,
142
+ "scr_metric_threshold_100": 0.4639769798962295,
143
+ "scr_dir2_threshold_100": 0.4639769798962295,
144
+ "scr_dir1_threshold_500": -0.514018790504701,
145
+ "scr_metric_threshold_500": 0.34005772203073537,
146
+ "scr_dir2_threshold_500": 0.34005772203073537
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.250000465661211,
151
+ "scr_metric_threshold_2": 0.04050640704596242,
152
+ "scr_dir2_threshold_2": 0.04050640704596242,
153
+ "scr_dir1_threshold_5": 0.3749997671693945,
154
+ "scr_metric_threshold_5": 0.07088621233043424,
155
+ "scr_dir2_threshold_5": 0.07088621233043424,
156
+ "scr_dir1_threshold_10": 0.2656252619344312,
157
+ "scr_metric_threshold_10": 0.10632924304674166,
158
+ "scr_dir2_threshold_10": 0.10632924304674166,
159
+ "scr_dir1_threshold_20": 0.2656252619344312,
160
+ "scr_metric_threshold_20": 0.13417728471747628,
161
+ "scr_dir2_threshold_20": 0.13417728471747628,
162
+ "scr_dir1_threshold_50": 0.06250011641530274,
163
+ "scr_metric_threshold_50": 0.20000012071825551,
164
+ "scr_dir2_threshold_50": 0.20000012071825551,
165
+ "scr_dir1_threshold_100": -0.24999953433878902,
166
+ "scr_metric_threshold_100": 0.24810136591197135,
167
+ "scr_dir2_threshold_100": 0.24810136591197135,
168
+ "scr_dir1_threshold_500": -0.8906245634426148,
169
+ "scr_metric_threshold_500": 0.22784816238899014,
170
+ "scr_dir2_threshold_500": 0.22784816238899014
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.11290320254761761,
175
+ "scr_metric_threshold_2": 0.17941174769071427,
176
+ "scr_dir2_threshold_2": 0.17941174769071427,
177
+ "scr_dir1_threshold_5": 0.20161269001982815,
178
+ "scr_metric_threshold_5": 0.2323529478794156,
179
+ "scr_dir2_threshold_5": 0.2323529478794156,
180
+ "scr_dir1_threshold_10": 0.07258066454365199,
181
+ "scr_metric_threshold_10": 0.26176468680474024,
182
+ "scr_dir2_threshold_10": 0.26176468680474024,
183
+ "scr_dir1_threshold_20": -0.06451625307937271,
184
+ "scr_metric_threshold_20": 0.29411756456103894,
185
+ "scr_dir2_threshold_20": 0.29411756456103894,
186
+ "scr_dir1_threshold_50": -0.15322574055158325,
187
+ "scr_metric_threshold_50": 0.3647059483511689,
188
+ "scr_dir2_threshold_50": 0.3647059483511689,
189
+ "scr_dir1_threshold_100": -0.20161269001982815,
190
+ "scr_metric_threshold_100": 0.45588230395811685,
191
+ "scr_dir2_threshold_100": 0.45588230395811685,
192
+ "scr_dir1_threshold_500": -0.45161281019047045,
193
+ "scr_metric_threshold_500": 0.44705888746519484,
194
+ "scr_dir2_threshold_500": 0.44705888746519484
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.059782481937202626,
199
+ "scr_metric_threshold_2": 0.09411760580993364,
200
+ "scr_dir2_threshold_2": 0.09411760580993364,
201
+ "scr_dir1_threshold_5": 0.07608694243746696,
202
+ "scr_metric_threshold_5": 0.2039215182121411,
203
+ "scr_dir2_threshold_5": 0.2039215182121411,
204
+ "scr_dir1_threshold_10": 0.08695636681213655,
205
+ "scr_metric_threshold_10": 0.3529410802231785,
206
+ "scr_dir2_threshold_10": 0.3529410802231785,
207
+ "scr_dir1_threshold_20": 0.11413025168707046,
208
+ "scr_metric_threshold_20": 0.4235293430165561,
209
+ "scr_dir2_threshold_20": 0.4235293430165561,
210
+ "scr_dir1_threshold_50": 0.059782481937202626,
211
+ "scr_metric_threshold_50": 0.5647058686033112,
212
+ "scr_dir2_threshold_50": 0.5647058686033112,
213
+ "scr_dir1_threshold_100": 0.027173884874933916,
214
+ "scr_metric_threshold_100": 0.5607843503911701,
215
+ "scr_dir2_threshold_100": 0.5607843503911701,
216
+ "scr_dir1_threshold_500": 0.08152165462480175,
217
+ "scr_metric_threshold_500": 0.6,
218
+ "scr_dir2_threshold_500": 0.6
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.07216493895132697,
223
+ "scr_metric_threshold_2": 0.1008065853511987,
224
+ "scr_dir2_threshold_2": 0.1008065853511987,
225
+ "scr_dir1_threshold_5": 0.18041219375810347,
226
+ "scr_metric_threshold_5": 0.13306447154960044,
227
+ "scr_dir2_threshold_5": 0.13306447154960044,
228
+ "scr_dir1_threshold_10": 0.22680396217255852,
229
+ "scr_metric_threshold_10": 0.15322574055158325,
230
+ "scr_dir2_threshold_10": 0.15322574055158325,
231
+ "scr_dir1_threshold_20": 0.2731957305870136,
232
+ "scr_metric_threshold_20": 0.18145166135912996,
233
+ "scr_dir2_threshold_20": 0.18145166135912996,
234
+ "scr_dir1_threshold_50": 0.3041234737831743,
235
+ "scr_metric_threshold_50": 0.23387105690079912,
236
+ "scr_dir2_threshold_50": 0.23387105690079912,
237
+ "scr_dir1_threshold_100": 0.3556698148569181,
238
+ "scr_metric_threshold_100": 0.26209673736706124,
239
+ "scr_dir2_threshold_100": 0.26209673736706124,
240
+ "scr_dir1_threshold_500": 0.2938143284645967,
241
+ "scr_metric_threshold_500": 0.36693552845039956,
242
+ "scr_dir2_threshold_500": 0.36693552845039956
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.13963971946080886,
247
+ "scr_metric_threshold_2": 0.17777785430719012,
248
+ "scr_dir2_threshold_2": 0.17777785430719012,
249
+ "scr_dir1_threshold_5": 0.1891891674197794,
250
+ "scr_metric_threshold_5": 0.2888888476807438,
251
+ "scr_dir2_threshold_5": 0.2888888476807438,
252
+ "scr_dir1_threshold_10": 0.19819806032526952,
253
+ "scr_metric_threshold_10": 0.3466666701987934,
254
+ "scr_dir2_threshold_10": 0.3466666701987934,
255
+ "scr_dir1_threshold_20": 0.2432433303208824,
256
+ "scr_metric_threshold_20": 0.3733332556265454,
257
+ "scr_dir2_threshold_20": 0.3733332556265454,
258
+ "scr_dir1_threshold_50": 0.351351387633701,
259
+ "scr_metric_threshold_50": 0.4088888794698843,
260
+ "scr_dir2_threshold_50": 0.4088888794698843,
261
+ "scr_dir1_threshold_100": 0.3063063861274755,
262
+ "scr_metric_threshold_100": 0.45777766357234706,
263
+ "scr_dir2_threshold_100": 0.45777766357234706,
264
+ "scr_dir1_threshold_500": 0.30180167118534307,
265
+ "scr_metric_threshold_500": 0.42222230463851246,
266
+ "scr_dir2_threshold_500": 0.42222230463851246
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.05579403094120067,
271
+ "scr_metric_threshold_2": 0.05579403094120067,
272
+ "scr_dir2_threshold_2": 0.10476195612190681,
273
+ "scr_dir1_threshold_5": 0.07725323425491137,
274
+ "scr_metric_threshold_5": 0.07725323425491137,
275
+ "scr_dir2_threshold_5": 0.14761910708852366,
276
+ "scr_dir1_threshold_10": 0.11158806188240133,
277
+ "scr_metric_threshold_10": 0.11158806188240133,
278
+ "scr_dir2_threshold_10": 0.18571413163427958,
279
+ "scr_dir1_threshold_20": 0.1416308441960435,
280
+ "scr_metric_threshold_20": 0.1416308441960435,
281
+ "scr_dir2_threshold_20": 0.22380944001162575,
282
+ "scr_dir1_threshold_50": 0.1244634303822985,
283
+ "scr_metric_threshold_50": 0.1244634303822985,
284
+ "scr_dir2_threshold_50": 0.2333334090217574,
285
+ "scr_dir1_threshold_100": 0.1416308441960435,
286
+ "scr_metric_threshold_100": 0.1416308441960435,
287
+ "scr_dir2_threshold_100": 0.24285709420029883,
288
+ "scr_dir1_threshold_500": 0.1244634303822985,
289
+ "scr_metric_threshold_500": 0.1244634303822985,
290
+ "scr_dir2_threshold_500": 0.2333334090217574
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_77203",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 158111744,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "1f940854-0d25-486f-b836-fa704562ff75",
73
+ "datetime_epoch_millis": 1737154545952,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.15383810849935498,
77
+ "scr_metric_threshold_2": 0.10067820365164888,
78
+ "scr_dir2_threshold_2": 0.09858337660349333,
79
+ "scr_dir1_threshold_5": 0.20768269256422667,
80
+ "scr_metric_threshold_5": 0.1558749728172096,
81
+ "scr_dir2_threshold_5": 0.15067878844188423,
82
+ "scr_dir1_threshold_10": 0.20437609673879156,
83
+ "scr_metric_threshold_10": 0.1920671191006668,
84
+ "scr_dir2_threshold_10": 0.1905598654185695,
85
+ "scr_dir1_threshold_20": 0.20462047892969648,
86
+ "scr_metric_threshold_20": 0.23113735467540616,
87
+ "scr_dir2_threshold_20": 0.22367003786448708,
88
+ "scr_dir1_threshold_50": 0.16129993473864296,
89
+ "scr_metric_threshold_50": 0.278597689958138,
90
+ "scr_dir2_threshold_50": 0.2648688983545027,
91
+ "scr_dir1_threshold_100": 0.07263746664020147,
92
+ "scr_metric_threshold_100": 0.29728153715001426,
93
+ "scr_dir2_threshold_100": 0.2880796290466812,
94
+ "scr_dir1_threshold_500": -0.1026608845154445,
95
+ "scr_metric_threshold_500": 0.26972821213655934,
96
+ "scr_dir2_threshold_500": 0.26266457380234387
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": 0.261538771905854,
103
+ "scr_metric_threshold_2": 0.012315258641572036,
104
+ "scr_dir2_threshold_2": 0.012315258641572036,
105
+ "scr_dir1_threshold_5": 0.369230614047073,
106
+ "scr_metric_threshold_5": 0.012315258641572036,
107
+ "scr_dir2_threshold_5": 0.012315258641572036,
108
+ "scr_dir1_threshold_10": 0.30769294253470136,
109
+ "scr_metric_threshold_10": 0.019704325740837254,
110
+ "scr_dir2_threshold_10": 0.019704325740837254,
111
+ "scr_dir1_threshold_20": 0.3384617782908872,
112
+ "scr_metric_threshold_20": 0.03201958438240929,
113
+ "scr_dir2_threshold_20": 0.03201958438240929,
114
+ "scr_dir1_threshold_50": 0.23076993614966818,
115
+ "scr_metric_threshold_50": 0.03694577592471611,
116
+ "scr_dir2_threshold_50": 0.03694577592471611,
117
+ "scr_dir1_threshold_100": 0.10769275913578764,
118
+ "scr_metric_threshold_100": 0.06650233794070366,
119
+ "scr_dir2_threshold_100": 0.06650233794070366,
120
+ "scr_dir1_threshold_500": -0.15384601277006638,
121
+ "scr_metric_threshold_500": 0.0935960243997328,
122
+ "scr_dir2_threshold_500": 0.0935960243997328
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.25233655792624843,
127
+ "scr_metric_threshold_2": 0.13544665865296251,
128
+ "scr_dir2_threshold_2": 0.13544665865296251,
129
+ "scr_dir1_threshold_5": 0.31775683754446676,
130
+ "scr_metric_threshold_5": 0.18443806905687588,
131
+ "scr_dir2_threshold_5": 0.18443806905687588,
132
+ "scr_dir1_threshold_10": 0.2710279072306566,
133
+ "scr_metric_threshold_10": 0.21037467788585246,
134
+ "scr_dir2_threshold_10": 0.21037467788585246,
135
+ "scr_dir1_threshold_20": 0.2429903262212547,
136
+ "scr_metric_threshold_20": 0.25648410926441684,
137
+ "scr_dir2_threshold_20": 0.25648410926441684,
138
+ "scr_dir1_threshold_50": 0.16822437195083229,
139
+ "scr_metric_threshold_50": 0.35446693007224356,
140
+ "scr_dir2_threshold_50": 0.35446693007224356,
141
+ "scr_dir1_threshold_100": -0.30841116289226267,
142
+ "scr_metric_threshold_100": 0.36887613811375175,
143
+ "scr_dir2_threshold_100": 0.36887613811375175,
144
+ "scr_dir1_threshold_500": -0.551402046166307,
145
+ "scr_metric_threshold_500": 0.23342947946078924,
146
+ "scr_dir2_threshold_500": 0.23342947946078924
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.32812537834973393,
151
+ "scr_metric_threshold_2": 0.015189978091145603,
152
+ "scr_dir2_threshold_2": 0.015189978091145603,
153
+ "scr_dir1_threshold_5": 0.3593749708961743,
154
+ "scr_metric_threshold_5": 0.030379805284471813,
155
+ "scr_dir2_threshold_5": 0.030379805284471813,
156
+ "scr_dir1_threshold_10": 0.32812537834973393,
157
+ "scr_metric_threshold_10": 0.058227846955206435,
158
+ "scr_dir2_threshold_10": 0.058227846955206435,
159
+ "scr_dir1_threshold_20": 0.3125005820765137,
160
+ "scr_metric_threshold_20": 0.10126586671708666,
161
+ "scr_dir2_threshold_20": 0.10126586671708666,
162
+ "scr_dir1_threshold_50": 0.2968748544808716,
163
+ "scr_metric_threshold_50": 0.13670889743339407,
164
+ "scr_dir2_threshold_50": 0.13670889743339407,
165
+ "scr_dir1_threshold_100": 0.15624982537704588,
166
+ "scr_metric_threshold_100": 0.1848101426271099,
167
+ "scr_dir2_threshold_100": 0.1848101426271099,
168
+ "scr_dir1_threshold_500": -0.6093745052349633,
169
+ "scr_metric_threshold_500": 0.08860765223967824,
170
+ "scr_dir2_threshold_500": 0.08860765223967824
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.12096761401189689,
175
+ "scr_metric_threshold_2": 0.07941180028305196,
176
+ "scr_dir2_threshold_2": 0.07941180028305196,
177
+ "scr_dir1_threshold_5": 0.17741945562699032,
178
+ "scr_metric_threshold_5": 0.1382352781337013,
179
+ "scr_dir2_threshold_5": 0.1382352781337013,
180
+ "scr_dir1_threshold_10": 0.20967758216667667,
181
+ "scr_metric_threshold_10": 0.16176473939707794,
182
+ "scr_dir2_threshold_10": 0.16176473939707794,
183
+ "scr_dir1_threshold_20": 0.15322574055158325,
184
+ "scr_metric_threshold_20": 0.21764707841675326,
185
+ "scr_dir2_threshold_20": 0.21764707841675326,
186
+ "scr_dir1_threshold_50": -0.07258066454365199,
187
+ "scr_metric_threshold_50": 0.2764705562674026,
188
+ "scr_dir2_threshold_50": 0.2764705562674026,
189
+ "scr_dir1_threshold_100": -0.12903202547617618,
190
+ "scr_metric_threshold_100": 0.3352940341180519,
191
+ "scr_dir2_threshold_100": 0.3352940341180519,
192
+ "scr_dir1_threshold_500": -0.38709655711109775,
193
+ "scr_metric_threshold_500": 0.30882360933149355,
194
+ "scr_dir2_threshold_500": 0.30882360933149355
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.021739172687599125,
199
+ "scr_metric_threshold_2": 0.2313723794408383,
200
+ "scr_dir2_threshold_2": 0.2313723794408383,
201
+ "scr_dir1_threshold_5": 0.05434776974986783,
202
+ "scr_metric_threshold_5": 0.38039217519558505,
203
+ "scr_dir2_threshold_5": 0.38039217519558505,
204
+ "scr_dir1_threshold_10": 0.09239107899947133,
205
+ "scr_metric_threshold_10": 0.4745097810055187,
206
+ "scr_dir2_threshold_10": 0.4745097810055187,
207
+ "scr_dir1_threshold_20": 0.1195652878126652,
208
+ "scr_metric_threshold_20": 0.5137254306143486,
209
+ "scr_dir2_threshold_20": 0.5137254306143486,
210
+ "scr_dir1_threshold_50": -0.07608694243746696,
211
+ "scr_metric_threshold_50": 0.5882352116198672,
212
+ "scr_dir2_threshold_50": 0.5882352116198672,
213
+ "scr_dir1_threshold_100": -0.1304347121873348,
214
+ "scr_metric_threshold_100": 0.5725489050275935,
215
+ "scr_dir2_threshold_100": 0.5725489050275935,
216
+ "scr_dir1_threshold_500": 0.059782481937202626,
217
+ "scr_metric_threshold_500": 0.5607843503911701,
218
+ "scr_dir2_threshold_500": 0.5607843503911701
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.11855670736578201,
223
+ "scr_metric_threshold_2": 0.08064531634921589,
224
+ "scr_dir2_threshold_2": 0.08064531634921589,
225
+ "scr_dir1_threshold_5": 0.14948445056194273,
226
+ "scr_metric_threshold_5": 0.1491935348194436,
227
+ "scr_dir2_threshold_5": 0.1491935348194436,
228
+ "scr_dir1_threshold_10": 0.2061853642949754,
229
+ "scr_metric_threshold_10": 0.1935485188968335,
230
+ "scr_dir2_threshold_10": 0.1935485188968335,
231
+ "scr_dir1_threshold_20": 0.14432987790265395,
232
+ "scr_metric_threshold_20": 0.21774199363095595,
233
+ "scr_dir2_threshold_20": 0.21774199363095595,
234
+ "scr_dir1_threshold_50": 0.22680396217255852,
235
+ "scr_metric_threshold_50": 0.22580640509523522,
236
+ "scr_dir2_threshold_50": 0.22580640509523522,
237
+ "scr_dir1_threshold_100": 0.2731957305870136,
238
+ "scr_metric_threshold_100": 0.2661291834404855,
239
+ "scr_dir2_threshold_100": 0.2661291834404855,
240
+ "scr_dir1_threshold_500": 0.23711341473156403,
241
+ "scr_metric_threshold_500": 0.34274205371627714,
242
+ "scr_dir2_threshold_500": 0.34274205371627714
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.06306305580659313,
247
+ "scr_metric_threshold_2": 0.1866666278132727,
248
+ "scr_dir2_threshold_2": 0.1866666278132727,
249
+ "scr_dir1_threshold_5": 0.13513500451867638,
250
+ "scr_metric_threshold_5": 0.2533332238374049,
251
+ "scr_dir2_threshold_5": 0.2533332238374049,
252
+ "scr_dir1_threshold_10": 0.11261250376556366,
253
+ "scr_metric_threshold_10": 0.3111110463554545,
254
+ "scr_dir2_threshold_10": 0.3111110463554545,
255
+ "scr_dir1_threshold_20": 0.1756755595721568,
256
+ "scr_metric_threshold_20": 0.36000009536742156,
257
+ "scr_dir2_threshold_20": 0.36000009536742156,
258
+ "scr_dir1_threshold_50": 0.30180167118534307,
259
+ "scr_metric_threshold_50": 0.39555545430125616,
260
+ "scr_dir2_threshold_50": 0.39555545430125616,
261
+ "scr_dir1_threshold_100": 0.41441444344029416,
262
+ "scr_metric_threshold_100": 0.3866666807951736,
263
+ "scr_dir2_threshold_100": 0.3866666807951736,
264
+ "scr_dir1_threshold_500": 0.3603602805391911,
265
+ "scr_metric_threshold_500": 0.30666665960241324,
266
+ "scr_dir2_threshold_500": 0.30666665960241324
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.0643776099411321,
271
+ "scr_metric_threshold_2": 0.0643776099411321,
272
+ "scr_dir2_threshold_2": 0.04761899355588758,
273
+ "scr_dir1_threshold_5": 0.09871243756862208,
274
+ "scr_metric_threshold_5": 0.09871243756862208,
275
+ "scr_dir2_threshold_5": 0.05714296256601923,
276
+ "scr_dir1_threshold_10": 0.10729601656855352,
277
+ "scr_metric_threshold_10": 0.10729601656855352,
278
+ "scr_dir2_threshold_10": 0.09523798711177515,
279
+ "scr_dir1_threshold_20": 0.15021467900985702,
280
+ "scr_metric_threshold_20": 0.15021467900985702,
281
+ "scr_dir2_threshold_20": 0.09047614452250444,
282
+ "scr_dir1_threshold_50": 0.21459228895098914,
283
+ "scr_metric_threshold_50": 0.21459228895098914,
284
+ "scr_dir2_threshold_50": 0.10476195612190681,
285
+ "scr_dir1_threshold_100": 0.19742487513724416,
286
+ "scr_metric_threshold_100": 0.19742487513724416,
287
+ "scr_dir2_threshold_100": 0.12380961031057988,
288
+ "scr_dir1_threshold_500": 0.22317586795092056,
289
+ "scr_metric_threshold_500": 0.22317586795092056,
290
+ "scr_dir2_threshold_500": 0.16666676127719673
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_3_step_7720",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 15810560,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "4f3c90b9-3bc0-4da7-9b64-668d2c5c9a28",
73
+ "datetime_epoch_millis": 1737155297284,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.0022261900934944295,
77
+ "scr_metric_threshold_2": 0.0023751780392369647,
78
+ "scr_dir2_threshold_2": 0.00291165172673268,
79
+ "scr_dir1_threshold_5": -0.004094825141286243,
80
+ "scr_metric_threshold_5": 0.002292464992025535,
81
+ "scr_dir2_threshold_5": 0.002887695315684374,
82
+ "scr_dir1_threshold_10": -0.004140976355763045,
83
+ "scr_metric_threshold_10": -0.0007882722166953734,
84
+ "scr_dir2_threshold_10": 0.0008799054819548958,
85
+ "scr_dir1_threshold_20": 0.0025662010849824106,
86
+ "scr_metric_threshold_20": 0.0009374784772495056,
87
+ "scr_dir2_threshold_20": 0.00028349151742754273,
88
+ "scr_dir1_threshold_50": -0.00048595696417446646,
89
+ "scr_metric_threshold_50": 0.0036545819390711746,
90
+ "scr_dir2_threshold_50": 0.002464121291753497,
91
+ "scr_dir1_threshold_100": -0.004275930744844544,
92
+ "scr_metric_threshold_100": -0.0006496320427404851,
93
+ "scr_dir2_threshold_100": 0.0004820719684140689,
94
+ "scr_dir1_threshold_500": 0.0014880207671164854,
95
+ "scr_metric_threshold_500": -0.0028293580523993116,
96
+ "scr_dir2_threshold_500": -0.0022341277287404727
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": 0.01538533487266155,
103
+ "scr_metric_threshold_2": 0.0,
104
+ "scr_dir2_threshold_2": 0.0,
105
+ "scr_dir1_threshold_5": 0.01538533487266155,
106
+ "scr_metric_threshold_5": 0.0,
107
+ "scr_dir2_threshold_5": 0.0,
108
+ "scr_dir1_threshold_10": 0.0,
109
+ "scr_metric_threshold_10": -0.0024631691758850776,
110
+ "scr_dir2_threshold_10": -0.0024631691758850776,
111
+ "scr_dir1_threshold_20": 0.01538533487266155,
112
+ "scr_metric_threshold_20": -0.004926191542306817,
113
+ "scr_dir2_threshold_20": -0.004926191542306817,
114
+ "scr_dir1_threshold_50": 0.01538533487266155,
115
+ "scr_metric_threshold_50": -0.009852236275150297,
116
+ "scr_dir2_threshold_50": -0.009852236275150297,
117
+ "scr_dir1_threshold_100": 0.030769752750754456,
118
+ "scr_metric_threshold_100": -0.012315258641572036,
119
+ "scr_dir2_threshold_100": -0.012315258641572036,
120
+ "scr_dir1_threshold_500": 0.046154170628847364,
121
+ "scr_metric_threshold_500": -0.012315258641572036,
122
+ "scr_dir2_threshold_500": -0.012315258641572036
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.009345674652204091,
127
+ "scr_metric_threshold_2": 0.0,
128
+ "scr_dir2_threshold_2": 0.0,
129
+ "scr_dir1_threshold_5": -0.009345674652204091,
130
+ "scr_metric_threshold_5": -0.0028818072540398036,
131
+ "scr_dir2_threshold_5": -0.0028818072540398036,
132
+ "scr_dir1_threshold_10": -0.009345674652204091,
133
+ "scr_metric_threshold_10": 0.0,
134
+ "scr_dir2_threshold_10": 0.0,
135
+ "scr_dir1_threshold_20": 0.0,
136
+ "scr_metric_threshold_20": 0.0028818072540398036,
137
+ "scr_dir2_threshold_20": 0.0028818072540398036,
138
+ "scr_dir1_threshold_50": -0.009345674652204091,
139
+ "scr_metric_threshold_50": 0.01152740078746839,
140
+ "scr_dir2_threshold_50": 0.01152740078746839,
141
+ "scr_dir1_threshold_100": 0.0,
142
+ "scr_metric_threshold_100": 0.005763786279388783,
143
+ "scr_dir2_threshold_100": 0.005763786279388783,
144
+ "scr_dir1_threshold_500": 0.018691349304408182,
145
+ "scr_metric_threshold_500": 0.028818416083016385,
146
+ "scr_dir2_threshold_500": 0.028818416083016385
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.0,
151
+ "scr_metric_threshold_2": 0.0,
152
+ "scr_dir2_threshold_2": 0.0,
153
+ "scr_dir1_threshold_5": 0.0,
154
+ "scr_metric_threshold_5": 0.0,
155
+ "scr_dir2_threshold_5": 0.0,
156
+ "scr_dir1_threshold_10": 0.0,
157
+ "scr_metric_threshold_10": -0.005063225431835607,
158
+ "scr_dir2_threshold_10": -0.005063225431835607,
159
+ "scr_dir1_threshold_20": 0.015625727595642156,
160
+ "scr_metric_threshold_20": 0.0,
161
+ "scr_dir2_threshold_20": 0.0,
162
+ "scr_dir1_threshold_50": 0.04687532014208255,
163
+ "scr_metric_threshold_50": 0.0,
164
+ "scr_dir2_threshold_50": 0.0,
165
+ "scr_dir1_threshold_100": 0.03125052386886235,
166
+ "scr_metric_threshold_100": 0.0,
167
+ "scr_dir2_threshold_100": 0.0,
168
+ "scr_dir1_threshold_500": -0.031249592546440393,
169
+ "scr_metric_threshold_500": -0.007594838147753411,
170
+ "scr_dir2_threshold_500": -0.007594838147753411
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": -0.008064411464279277,
175
+ "scr_metric_threshold_2": 0.0029411388309740116,
176
+ "scr_dir2_threshold_2": 0.0029411388309740116,
177
+ "scr_dir1_threshold_5": -0.016128822928558554,
178
+ "scr_metric_threshold_5": 0.008823416492922035,
179
+ "scr_dir2_threshold_5": 0.008823416492922035,
180
+ "scr_dir1_threshold_10": -0.016128822928558554,
181
+ "scr_metric_threshold_10": 0.005882277661948023,
182
+ "scr_dir2_threshold_10": 0.005882277661948023,
183
+ "scr_dir1_threshold_20": -0.016128822928558554,
184
+ "scr_metric_threshold_20": 0.005882277661948023,
185
+ "scr_dir2_threshold_20": 0.005882277661948023,
186
+ "scr_dir1_threshold_50": -0.024193715075407077,
187
+ "scr_metric_threshold_50": 0.01176473063168832,
188
+ "scr_dir2_threshold_50": 0.01176473063168832,
189
+ "scr_dir1_threshold_100": -0.016128822928558554,
190
+ "scr_metric_threshold_100": -0.014705869462662334,
191
+ "scr_dir2_threshold_100": -0.014705869462662334,
192
+ "scr_dir1_threshold_500": 0.016128822928558554,
193
+ "scr_metric_threshold_500": -0.08823539208376627,
194
+ "scr_dir2_threshold_500": -0.08823539208376627
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.005434712187334791,
199
+ "scr_metric_threshold_2": 0.007843036424282232,
200
+ "scr_dir2_threshold_2": 0.007843036424282232,
201
+ "scr_dir1_threshold_5": -0.027173884874933916,
202
+ "scr_metric_threshold_5": 0.003921518212141116,
203
+ "scr_dir2_threshold_5": 0.003921518212141116,
204
+ "scr_dir1_threshold_10": 0.005434712187334791,
205
+ "scr_metric_threshold_10": 0.003921518212141116,
206
+ "scr_dir2_threshold_10": 0.003921518212141116,
207
+ "scr_dir1_threshold_20": 0.005434712187334791,
208
+ "scr_metric_threshold_20": 0.003921518212141116,
209
+ "scr_dir2_threshold_20": 0.003921518212141116,
210
+ "scr_dir1_threshold_50": -0.032608921000528666,
211
+ "scr_metric_threshold_50": 0.011764554636423348,
212
+ "scr_dir2_threshold_50": 0.011764554636423348,
213
+ "scr_dir1_threshold_100": -0.07065223025013216,
214
+ "scr_metric_threshold_100": 0.007843036424282232,
215
+ "scr_dir2_threshold_100": 0.007843036424282232,
216
+ "scr_dir1_threshold_500": -0.07065223025013216,
217
+ "scr_metric_threshold_500": 0.035294131396688785,
218
+ "scr_dir2_threshold_500": 0.035294131396688785
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.0,
223
+ "scr_metric_threshold_2": 0.008064651805563901,
224
+ "scr_dir2_threshold_2": 0.008064651805563901,
225
+ "scr_dir1_threshold_5": 0.0,
226
+ "scr_metric_threshold_5": 0.0040322057321396385,
227
+ "scr_dir2_threshold_5": 0.0040322057321396385,
228
+ "scr_dir1_threshold_10": 0.0,
229
+ "scr_metric_threshold_10": 0.0,
230
+ "scr_dir2_threshold_10": 0.0,
231
+ "scr_dir1_threshold_20": 0.0,
232
+ "scr_metric_threshold_20": 0.0040322057321396385,
233
+ "scr_dir2_threshold_20": 0.0040322057321396385,
234
+ "scr_dir1_threshold_50": 0.0,
235
+ "scr_metric_threshold_50": 0.0040322057321396385,
236
+ "scr_dir2_threshold_50": 0.0040322057321396385,
237
+ "scr_dir1_threshold_100": -0.005154879899716724,
238
+ "scr_metric_threshold_100": 0.008064651805563901,
239
+ "scr_dir2_threshold_100": 0.008064651805563901,
240
+ "scr_dir1_threshold_500": 0.0103091453185776,
241
+ "scr_metric_threshold_500": 0.008064651805563901,
242
+ "scr_dir2_threshold_500": 0.008064651805563901
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.0,
247
+ "scr_metric_threshold_2": 0.004444386753041293,
248
+ "scr_dir2_threshold_2": 0.004444386753041293,
249
+ "scr_dir1_threshold_5": 0.004504446452745062,
250
+ "scr_metric_threshold_5": 0.004444386753041293,
251
+ "scr_dir2_threshold_5": 0.004444386753041293,
252
+ "scr_dir1_threshold_10": -0.004504446452745062,
253
+ "scr_metric_threshold_10": 0.0,
254
+ "scr_dir2_threshold_10": 0.0,
255
+ "scr_dir1_threshold_20": 0.004504446452745062,
256
+ "scr_metric_threshold_20": 0.0,
257
+ "scr_dir2_threshold_20": 0.0,
258
+ "scr_dir1_threshold_50": 0.0,
259
+ "scr_metric_threshold_50": 0.0,
260
+ "scr_dir2_threshold_50": 0.0,
261
+ "scr_dir1_threshold_100": 0.0,
262
+ "scr_metric_threshold_100": 0.004444386753041293,
263
+ "scr_dir2_threshold_100": 0.004444386753041293,
264
+ "scr_dir1_threshold_500": 0.022522500753112733,
265
+ "scr_metric_threshold_500": 0.013333425168628146,
266
+ "scr_dir2_threshold_500": 0.013333425168628146
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": -0.004291789499965721,
271
+ "scr_metric_threshold_2": -0.004291789499965721,
272
+ "scr_dir2_threshold_2": 0.0,
273
+ "scr_dir1_threshold_5": 0.0,
274
+ "scr_metric_threshold_5": 0.0,
275
+ "scr_dir2_threshold_5": 0.004761842589270712,
276
+ "scr_dir1_threshold_10": -0.008583578999931441,
277
+ "scr_metric_threshold_10": -0.008583578999931441,
278
+ "scr_dir2_threshold_10": 0.004761842589270712,
279
+ "scr_dir1_threshold_20": -0.004291789499965721,
280
+ "scr_metric_threshold_20": -0.004291789499965721,
281
+ "scr_dir2_threshold_20": -0.009523685178541423,
282
+ "scr_dir1_threshold_50": 0.0,
283
+ "scr_metric_threshold_50": 0.0,
284
+ "scr_dir2_threshold_50": -0.009523685178541423,
285
+ "scr_dir1_threshold_100": -0.004291789499965721,
286
+ "scr_metric_threshold_100": -0.004291789499965721,
287
+ "scr_dir2_threshold_100": 0.004761842589270712,
288
+ "scr_dir1_threshold_500": 0.0,
289
+ "scr_metric_threshold_500": 0.0,
290
+ "scr_dir2_threshold_500": 0.004761842589270712
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_0",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 0,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "6486a90a-8050-405c-98df-0372707c497f",
73
+ "datetime_epoch_millis": 1737155672350,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.1475349772116602,
77
+ "scr_metric_threshold_2": 0.09326074590037774,
78
+ "scr_dir2_threshold_2": 0.09569280235252443,
79
+ "scr_dir1_threshold_5": 0.14221903084182494,
80
+ "scr_metric_threshold_5": 0.1337126519926142,
81
+ "scr_dir2_threshold_5": 0.14293499996737227,
82
+ "scr_dir1_threshold_10": 0.15941247094406055,
83
+ "scr_metric_threshold_10": 0.16587375917235264,
84
+ "scr_dir2_threshold_10": 0.18057076779247755,
85
+ "scr_dir1_threshold_20": 0.17440155297770782,
86
+ "scr_metric_threshold_20": 0.20963029071697725,
87
+ "scr_dir2_threshold_20": 0.22199744224208062,
88
+ "scr_dir1_threshold_50": 0.11618041182594513,
89
+ "scr_metric_threshold_50": 0.24388753470023872,
90
+ "scr_dir2_threshold_50": 0.2653084532259466,
91
+ "scr_dir1_threshold_100": 0.10447719770251361,
92
+ "scr_metric_threshold_100": 0.2400543818856232,
93
+ "scr_dir2_threshold_100": 0.267427674605817,
94
+ "scr_dir1_threshold_500": -0.10027670044610339,
95
+ "scr_metric_threshold_500": 0.23742580766005283,
96
+ "scr_dir2_threshold_500": 0.26324840397718735
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": 0.2461543540277611,
103
+ "scr_metric_threshold_2": 0.0024630223664217393,
104
+ "scr_dir2_threshold_2": 0.0024630223664217393,
105
+ "scr_dir1_threshold_5": 0.2769231897839469,
106
+ "scr_metric_threshold_5": 0.0467980121998664,
107
+ "scr_dir2_threshold_5": 0.0467980121998664,
108
+ "scr_dir1_threshold_10": 0.3384617782908872,
109
+ "scr_metric_threshold_10": 0.07635457421585395,
110
+ "scr_dir2_threshold_10": 0.07635457421585395,
111
+ "scr_dir1_threshold_20": 0.261538771905854,
112
+ "scr_metric_threshold_20": 0.08620681049100425,
113
+ "scr_dir2_threshold_20": 0.08620681049100425,
114
+ "scr_dir1_threshold_50": 0.09230834125769473,
115
+ "scr_metric_threshold_50": 0.10098509149899802,
116
+ "scr_dir2_threshold_50": 0.10098509149899802,
117
+ "scr_dir1_threshold_100": 0.09230834125769473,
118
+ "scr_metric_threshold_100": 0.1133004969500334,
119
+ "scr_dir2_threshold_100": 0.1133004969500334,
120
+ "scr_dir1_threshold_500": -0.26153785491128534,
121
+ "scr_metric_threshold_500": 0.07389155184943222,
122
+ "scr_dir2_threshold_500": 0.07389155184943222
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.2616822325784525,
127
+ "scr_metric_threshold_2": 0.1556196529738595,
128
+ "scr_dir2_threshold_2": 0.1556196529738595,
129
+ "scr_dir1_threshold_5": 0.2990654882400586,
130
+ "scr_metric_threshold_5": 0.21325648513989226,
131
+ "scr_dir2_threshold_5": 0.21325648513989226,
132
+ "scr_dir1_threshold_10": 0.2803735818828607,
133
+ "scr_metric_threshold_10": 0.24495688024825762,
134
+ "scr_dir2_threshold_10": 0.24495688024825762,
135
+ "scr_dir1_threshold_20": 0.2897198135878545,
136
+ "scr_metric_threshold_20": 0.2853026971187424,
137
+ "scr_dir2_threshold_20": 0.2853026971187424,
138
+ "scr_dir1_threshold_50": 0.30841116289226267,
139
+ "scr_metric_threshold_50": 0.36023054458032316,
140
+ "scr_dir2_threshold_50": 0.36023054458032316,
141
+ "scr_dir1_threshold_100": 0.14018679094143036,
142
+ "scr_metric_threshold_100": 0.19596546984434426,
143
+ "scr_dir2_threshold_100": 0.19596546984434426,
144
+ "scr_dir1_threshold_500": -0.523364465156905,
145
+ "scr_metric_threshold_500": 0.2593660882897658,
146
+ "scr_dir2_threshold_500": 0.2593660882897658
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.3125005820765137,
151
+ "scr_metric_threshold_2": 0.025316579852636207,
152
+ "scr_dir2_threshold_2": 0.025316579852636207,
153
+ "scr_dir1_threshold_5": 0.3125005820765137,
154
+ "scr_metric_threshold_5": 0.03291141800038962,
155
+ "scr_dir2_threshold_5": 0.03291141800038962,
156
+ "scr_dir1_threshold_10": 0.3125005820765137,
157
+ "scr_metric_threshold_10": 0.05316462152337083,
158
+ "scr_dir2_threshold_10": 0.05316462152337083,
159
+ "scr_dir1_threshold_20": 0.28125005820765137,
160
+ "scr_metric_threshold_20": 0.09367087767151386,
161
+ "scr_dir2_threshold_20": 0.09367087767151386,
162
+ "scr_dir1_threshold_50": 0.03125052386886235,
163
+ "scr_metric_threshold_50": 0.1518987246267203,
164
+ "scr_dir2_threshold_50": 0.1518987246267203,
165
+ "scr_dir1_threshold_100": -0.015624796273220196,
166
+ "scr_metric_threshold_100": 0.16708870271786588,
167
+ "scr_dir2_threshold_100": 0.16708870271786588,
168
+ "scr_dir1_threshold_500": -0.5,
169
+ "scr_metric_threshold_500": 0.12911405928564068,
170
+ "scr_dir2_threshold_500": 0.12911405928564068
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.16129015201586253,
175
+ "scr_metric_threshold_2": 0.09999994740766231,
176
+ "scr_dir2_threshold_2": 0.09999994740766231,
177
+ "scr_dir1_threshold_5": 0.04032253800396563,
178
+ "scr_metric_threshold_5": 0.13529413930272727,
179
+ "scr_dir2_threshold_5": 0.13529413930272727,
180
+ "scr_dir1_threshold_10": 0.032258126539686356,
181
+ "scr_metric_threshold_10": 0.1852940253526623,
182
+ "scr_dir2_threshold_10": 0.1852940253526623,
183
+ "scr_dir1_threshold_20": 0.04032253800396563,
184
+ "scr_metric_threshold_20": 0.24999995617305193,
185
+ "scr_dir2_threshold_20": 0.24999995617305193,
186
+ "scr_dir1_threshold_50": -0.016128822928558554,
187
+ "scr_metric_threshold_50": 0.3000000175307792,
188
+ "scr_dir2_threshold_50": 0.3000000175307792,
189
+ "scr_dir1_threshold_100": -0.008064411464279277,
190
+ "scr_metric_threshold_100": 0.3235294787941559,
191
+ "scr_dir2_threshold_100": 0.3235294787941559,
192
+ "scr_dir1_threshold_500": -0.10483879108333834,
193
+ "scr_metric_threshold_500": 0.20588234778506492,
194
+ "scr_dir2_threshold_500": 0.20588234778506492
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.027173884874933916,
199
+ "scr_metric_threshold_2": 0.1647058686033112,
200
+ "scr_dir2_threshold_2": 0.1647058686033112,
201
+ "scr_dir1_threshold_5": 0.0380433092496035,
202
+ "scr_metric_threshold_5": 0.26666651083752707,
203
+ "scr_dir2_threshold_5": 0.26666651083752707,
204
+ "scr_dir1_threshold_10": 0.05434776974986783,
205
+ "scr_metric_threshold_10": 0.34509804379889625,
206
+ "scr_dir2_threshold_10": 0.34509804379889625,
207
+ "scr_dir1_threshold_20": 0.06521719412453741,
208
+ "scr_metric_threshold_20": 0.39607824804414954,
209
+ "scr_dir2_threshold_20": 0.39607824804414954,
210
+ "scr_dir1_threshold_50": -0.048913057562533044,
211
+ "scr_metric_threshold_50": 0.49411760580993364,
212
+ "scr_dir2_threshold_50": 0.49411760580993364,
213
+ "scr_dir1_threshold_100": -0.021739172687599125,
214
+ "scr_metric_threshold_100": 0.5137254306143486,
215
+ "scr_dir2_threshold_100": 0.5137254306143486,
216
+ "scr_dir1_threshold_500": -0.010869748312929542,
217
+ "scr_metric_threshold_500": 0.5215684670386308,
218
+ "scr_dir2_threshold_500": 0.5215684670386308
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.05670091373303265,
223
+ "scr_metric_threshold_2": 0.06854845881151235,
224
+ "scr_dir2_threshold_2": 0.06854845881151235,
225
+ "scr_dir1_threshold_5": 0.1134018274660653,
226
+ "scr_metric_threshold_5": 0.10887099681547797,
227
+ "scr_dir2_threshold_5": 0.10887099681547797,
228
+ "scr_dir1_threshold_10": 0.12371128002507081,
229
+ "scr_metric_threshold_10": 0.12096785435318151,
230
+ "scr_dir2_threshold_10": 0.12096785435318151,
231
+ "scr_dir1_threshold_20": 0.190721646317109,
232
+ "scr_metric_threshold_20": 0.17741945562699032,
233
+ "scr_dir2_threshold_20": 0.17741945562699032,
234
+ "scr_dir1_threshold_50": 0.22680396217255852,
235
+ "scr_metric_threshold_50": 0.22983885116865949,
236
+ "scr_dir2_threshold_50": 0.22983885116865949,
237
+ "scr_dir1_threshold_100": 0.2319585348318473,
238
+ "scr_metric_threshold_100": 0.2661291834404855,
239
+ "scr_dir2_threshold_100": 0.2661291834404855,
240
+ "scr_dir1_threshold_500": 0.26804115792772476,
241
+ "scr_metric_threshold_500": 0.2983870696388872,
242
+ "scr_dir2_threshold_500": 0.2983870696388872
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.06756750225933819,
247
+ "scr_metric_threshold_2": 0.1822222410602314,
248
+ "scr_dir2_threshold_2": 0.1822222410602314,
249
+ "scr_dir1_threshold_5": 0.03603610860073534,
250
+ "scr_metric_threshold_5": 0.2444444503313223,
251
+ "scr_dir2_threshold_5": 0.2444444503313223,
252
+ "scr_dir1_threshold_10": 0.10360361086007354,
253
+ "scr_metric_threshold_10": 0.27111103575907436,
254
+ "scr_dir2_threshold_10": 0.27111103575907436,
255
+ "scr_dir1_threshold_20": 0.1891891674197794,
256
+ "scr_metric_threshold_20": 0.3111110463554545,
257
+ "scr_dir2_threshold_20": 0.3111110463554545,
258
+ "scr_dir1_threshold_50": 0.29279277827985295,
259
+ "scr_metric_threshold_50": 0.27111103575907436,
260
+ "scr_dir2_threshold_50": 0.27111103575907436,
261
+ "scr_dir1_threshold_100": 0.37387388838681374,
262
+ "scr_metric_threshold_100": 0.29777788609633066,
263
+ "scr_dir2_threshold_100": 0.29777788609633066,
264
+ "scr_dir1_threshold_500": 0.2702702775267402,
265
+ "scr_metric_threshold_500": 0.3511110569518347,
266
+ "scr_dir2_threshold_500": 0.3511110569518347
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.047210196127387125,
271
+ "scr_metric_threshold_2": 0.047210196127387125,
272
+ "scr_dir2_threshold_2": 0.06666664774456064,
273
+ "scr_dir1_threshold_5": 0.021459203313710703,
274
+ "scr_metric_threshold_5": 0.021459203313710703,
275
+ "scr_dir2_threshold_5": 0.09523798711177515,
276
+ "scr_dir1_threshold_10": 0.030043038127524242,
277
+ "scr_metric_threshold_10": 0.030043038127524242,
278
+ "scr_dir2_threshold_10": 0.14761910708852366,
279
+ "scr_dir1_threshold_20": 0.07725323425491137,
280
+ "scr_metric_threshold_20": 0.07725323425491137,
281
+ "scr_dir2_threshold_20": 0.17619044645573817,
282
+ "scr_dir1_threshold_50": 0.042918406627421406,
283
+ "scr_metric_threshold_50": 0.042918406627421406,
284
+ "scr_dir2_threshold_50": 0.21428575483308432,
285
+ "scr_dir1_threshold_100": 0.042918406627421406,
286
+ "scr_metric_threshold_100": 0.042918406627421406,
287
+ "scr_dir2_threshold_100": 0.2619047483889719,
288
+ "scr_dir1_threshold_500": 0.060085820441166386,
289
+ "scr_metric_threshold_500": 0.060085820441166386,
290
+ "scr_dir2_threshold_500": 0.2666665909782426
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_24414",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 49999872,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "388238f4-667c-486c-91fb-2733f096b4ff",
73
+ "datetime_epoch_millis": 1737156042359,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.0675880231709162,
77
+ "scr_metric_threshold_2": 0.06367577464857063,
78
+ "scr_dir2_threshold_2": 0.057539438109045965,
79
+ "scr_dir1_threshold_5": 0.11768068194668091,
80
+ "scr_metric_threshold_5": 0.08261446094229008,
81
+ "scr_dir2_threshold_5": 0.07778613380135811,
82
+ "scr_dir1_threshold_10": 0.14113476124945132,
83
+ "scr_metric_threshold_10": 0.09305989881399655,
84
+ "scr_dir2_threshold_10": 0.08881914503912287,
85
+ "scr_dir1_threshold_20": 0.17293309667653534,
86
+ "scr_metric_threshold_20": 0.10597127650342765,
87
+ "scr_dir2_threshold_20": 0.10286222673970852,
88
+ "scr_dir1_threshold_50": 0.16273774463659635,
89
+ "scr_metric_threshold_50": 0.12941018425361933,
90
+ "scr_dir2_threshold_50": 0.12736642490729108,
91
+ "scr_dir1_threshold_100": 0.16733281721513293,
92
+ "scr_metric_threshold_100": 0.14815655789271714,
93
+ "scr_dir2_threshold_100": 0.14682557762132273,
94
+ "scr_dir1_threshold_500": 0.13808629118482307,
95
+ "scr_metric_threshold_500": 0.18765503122212898,
96
+ "scr_dir2_threshold_500": 0.18542737698644604
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": 0.10769275913578764,
103
+ "scr_metric_threshold_2": 0.0073890670992652185,
104
+ "scr_dir2_threshold_2": 0.0073890670992652185,
105
+ "scr_dir1_threshold_5": 0.21538460127700665,
106
+ "scr_metric_threshold_5": 0.0073890670992652185,
107
+ "scr_dir2_threshold_5": 0.0073890670992652185,
108
+ "scr_dir1_threshold_10": 0.20000018339891373,
109
+ "scr_metric_threshold_10": 0.004926044732843479,
110
+ "scr_dir2_threshold_10": 0.004926044732843479,
111
+ "scr_dir1_threshold_20": 0.2461543540277611,
112
+ "scr_metric_threshold_20": 0.014778281007993775,
113
+ "scr_dir2_threshold_20": 0.014778281007993775,
114
+ "scr_dir1_threshold_50": 0.1692313476427279,
115
+ "scr_metric_threshold_50": 0.04187182065755959,
116
+ "scr_dir2_threshold_50": 0.04187182065755959,
117
+ "scr_dir1_threshold_100": 0.20000018339891373,
118
+ "scr_metric_threshold_100": 0.049261034566288144,
119
+ "scr_dir2_threshold_100": 0.049261034566288144,
120
+ "scr_dir1_threshold_500": 0.15384601277006638,
121
+ "scr_metric_threshold_500": 0.03448275355829437,
122
+ "scr_dir2_threshold_500": 0.03448275355829437
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.11214920993202841,
127
+ "scr_metric_threshold_2": 0.06916423295350116,
128
+ "scr_dir2_threshold_2": 0.06916423295350116,
129
+ "scr_dir1_threshold_5": 0.2056076276124383,
130
+ "scr_metric_threshold_5": 0.10662824256994613,
131
+ "scr_dir2_threshold_5": 0.10662824256994613,
132
+ "scr_dir1_threshold_10": 0.19626139590744457,
133
+ "scr_metric_threshold_10": 0.1239194296368033,
134
+ "scr_dir2_threshold_10": 0.1239194296368033,
135
+ "scr_dir1_threshold_20": 0.2429903262212547,
136
+ "scr_metric_threshold_20": 0.1383286376783115,
137
+ "scr_dir2_threshold_20": 0.1383286376783115,
138
+ "scr_dir1_threshold_50": 0.25233655792624843,
139
+ "scr_metric_threshold_50": 0.16426524650728808,
140
+ "scr_dir2_threshold_50": 0.16426524650728808,
141
+ "scr_dir1_threshold_100": 0.1588786972986282,
142
+ "scr_metric_threshold_100": 0.20172908435242387,
143
+ "scr_dir2_threshold_100": 0.20172908435242387,
144
+ "scr_dir1_threshold_500": -0.25233655792624843,
145
+ "scr_metric_threshold_500": 0.24495688024825762,
146
+ "scr_dir2_threshold_500": 0.24495688024825762
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.15624982537704588,
151
+ "scr_metric_threshold_2": 0.0075949890455728015,
152
+ "scr_dir2_threshold_2": 0.0075949890455728015,
153
+ "scr_dir1_threshold_5": 0.2343756693879908,
154
+ "scr_metric_threshold_5": 0.017721590807063405,
155
+ "scr_dir2_threshold_5": 0.017721590807063405,
156
+ "scr_dir1_threshold_10": 0.2656252619344312,
157
+ "scr_metric_threshold_10": 0.022784816238899015,
158
+ "scr_dir2_threshold_10": 0.022784816238899015,
159
+ "scr_dir1_threshold_20": 0.28125005820765137,
160
+ "scr_metric_threshold_20": 0.025316579852636207,
161
+ "scr_dir2_threshold_20": 0.025316579852636207,
162
+ "scr_dir1_threshold_50": 0.2343756693879908,
163
+ "scr_metric_threshold_50": 0.04810139609153522,
164
+ "scr_dir2_threshold_50": 0.04810139609153522,
165
+ "scr_dir1_threshold_100": 0.21874994179234863,
166
+ "scr_metric_threshold_100": 0.055696234239288635,
167
+ "scr_dir2_threshold_100": 0.055696234239288635,
168
+ "scr_dir1_threshold_500": 0.28125005820765137,
169
+ "scr_metric_threshold_500": 0.10632924304674166,
170
+ "scr_dir2_threshold_500": 0.10632924304674166
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.07258066454365199,
175
+ "scr_metric_threshold_2": 0.017647008293636343,
176
+ "scr_dir2_threshold_2": 0.017647008293636343,
177
+ "scr_dir1_threshold_5": 0.08064507600793126,
178
+ "scr_metric_threshold_5": 0.041176469557012985,
179
+ "scr_dir2_threshold_5": 0.041176469557012985,
180
+ "scr_dir1_threshold_10": 0.11290320254761761,
181
+ "scr_metric_threshold_10": 0.058823477850649335,
182
+ "scr_dir2_threshold_10": 0.058823477850649335,
183
+ "scr_dir1_threshold_20": 0.10483879108333834,
184
+ "scr_metric_threshold_20": 0.07941180028305196,
185
+ "scr_dir2_threshold_20": 0.07941180028305196,
186
+ "scr_dir1_threshold_50": 0.09677437961905906,
187
+ "scr_metric_threshold_50": 0.10588240037740261,
188
+ "scr_dir2_threshold_50": 0.10588240037740261,
189
+ "scr_dir1_threshold_100": 0.032258126539686356,
190
+ "scr_metric_threshold_100": 0.12352940867103895,
191
+ "scr_dir2_threshold_100": 0.12352940867103895,
192
+ "scr_dir1_threshold_500": 0.008064411464279277,
193
+ "scr_metric_threshold_500": 0.1823528865216883,
194
+ "scr_dir2_threshold_500": 0.1823528865216883
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": -0.021739172687599125,
199
+ "scr_metric_threshold_2": 0.2823528174298009,
200
+ "scr_dir2_threshold_2": 0.2823528174298009,
201
+ "scr_dir1_threshold_5": 0.0,
202
+ "scr_metric_threshold_5": 0.30980391240220745,
203
+ "scr_dir2_threshold_5": 0.30980391240220745,
204
+ "scr_dir1_threshold_10": 0.04347802143693829,
205
+ "scr_metric_threshold_10": 0.30196064223421587,
206
+ "scr_dir2_threshold_10": 0.30196064223421587,
207
+ "scr_dir1_threshold_20": 0.11413025168707046,
208
+ "scr_metric_threshold_20": 0.34117629184304576,
209
+ "scr_dir2_threshold_20": 0.34117629184304576,
210
+ "scr_dir1_threshold_50": 0.03260859706226871,
211
+ "scr_metric_threshold_50": 0.32549021899448133,
212
+ "scr_dir2_threshold_50": 0.32549021899448133,
213
+ "scr_dir1_threshold_100": 0.11413025168707046,
214
+ "scr_metric_threshold_100": 0.34509804379889625,
215
+ "scr_dir2_threshold_100": 0.34509804379889625,
216
+ "scr_dir1_threshold_500": 0.05434776974986783,
217
+ "scr_metric_threshold_500": 0.4,
218
+ "scr_dir2_threshold_500": 0.4
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.05670091373303265,
223
+ "scr_metric_threshold_2": 0.06854845881151235,
224
+ "scr_dir2_threshold_2": 0.06854845881151235,
225
+ "scr_dir1_threshold_5": 0.1082472548067765,
226
+ "scr_metric_threshold_5": 0.11290320254761761,
227
+ "scr_dir2_threshold_5": 0.11290320254761761,
228
+ "scr_dir1_threshold_10": 0.13917499800293723,
229
+ "scr_metric_threshold_10": 0.0927419335456348,
230
+ "scr_dir2_threshold_10": 0.0927419335456348,
231
+ "scr_dir1_threshold_20": 0.190721646317109,
232
+ "scr_metric_threshold_20": 0.10483879108333834,
233
+ "scr_dir2_threshold_20": 0.10483879108333834,
234
+ "scr_dir1_threshold_50": 0.17525762109881465,
235
+ "scr_metric_threshold_50": 0.1491935348194436,
236
+ "scr_dir2_threshold_50": 0.1491935348194436,
237
+ "scr_dir1_threshold_100": 0.2061853642949754,
238
+ "scr_metric_threshold_100": 0.1653225980892868,
239
+ "scr_dir2_threshold_100": 0.1653225980892868,
240
+ "scr_dir1_threshold_500": 0.29896890112388547,
241
+ "scr_metric_threshold_500": 0.2137097878988163,
242
+ "scr_dir2_threshold_500": 0.2137097878988163
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": 0.027026947205857795,
247
+ "scr_metric_threshold_2": 0.026666585427752024,
248
+ "scr_dir2_threshold_2": 0.026666585427752024,
249
+ "scr_dir1_threshold_5": 0.05855860935384807,
250
+ "scr_metric_threshold_5": 0.026666585427752024,
251
+ "scr_dir2_threshold_5": 0.026666585427752024,
252
+ "scr_dir1_threshold_10": 0.09009000301245093,
253
+ "scr_metric_threshold_10": 0.05777782251804961,
254
+ "scr_dir2_threshold_10": 0.05777782251804961,
255
+ "scr_dir1_threshold_20": 0.12612611161318626,
256
+ "scr_metric_threshold_20": 0.06666659602413219,
257
+ "scr_dir2_threshold_20": 0.06666659602413219,
258
+ "scr_dir1_threshold_50": 0.2297297224732598,
259
+ "scr_metric_threshold_50": 0.08888879469884294,
260
+ "scr_dir2_threshold_50": 0.08888879469884294,
261
+ "scr_dir1_threshold_100": 0.2882883318271079,
262
+ "scr_metric_threshold_100": 0.1244444185421818,
263
+ "scr_dir2_threshold_100": 0.1244444185421818,
264
+ "scr_dir1_threshold_500": 0.4189188898930392,
265
+ "scr_metric_threshold_500": 0.17777785430719012,
266
+ "scr_dir2_threshold_500": 0.17777785430719012
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.030043038127524242,
271
+ "scr_metric_threshold_2": 0.030043038127524242,
272
+ "scr_dir2_threshold_2": -0.019047654188673074,
273
+ "scr_dir1_threshold_5": 0.03862661712745569,
274
+ "scr_metric_threshold_5": 0.03862661712745569,
275
+ "scr_dir2_threshold_5": 0.0,
276
+ "scr_dir1_threshold_10": 0.08154502375487709,
277
+ "scr_metric_threshold_10": 0.08154502375487709,
278
+ "scr_dir2_threshold_10": 0.04761899355588758,
279
+ "scr_dir1_threshold_20": 0.07725323425491137,
280
+ "scr_metric_threshold_20": 0.07725323425491137,
281
+ "scr_dir2_threshold_20": 0.05238083614515829,
282
+ "scr_dir1_threshold_50": 0.11158806188240133,
283
+ "scr_metric_threshold_50": 0.11158806188240133,
284
+ "scr_dir2_threshold_50": 0.09523798711177515,
285
+ "scr_dir1_threshold_100": 0.12017164088233277,
286
+ "scr_metric_threshold_100": 0.12017164088233277,
287
+ "scr_dir2_threshold_100": 0.10952379871117751,
288
+ "scr_dir1_threshold_500": 0.1416308441960435,
289
+ "scr_metric_threshold_500": 0.1416308441960435,
290
+ "scr_dir2_threshold_500": 0.12380961031057988
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_4_step_2441",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 4999168,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }
scr/saebench_gemma-2-2b_width-2pow14_date-0107/saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414_eval_results.json ADDED
@@ -0,0 +1,323 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "f1cccb35-878d-4afe-b7c4-37d1f495832f",
73
+ "datetime_epoch_millis": 1737157906229,
74
+ "eval_result_metrics": {
75
+ "scr_metrics": {
76
+ "scr_dir1_threshold_2": 0.1171866046628373,
77
+ "scr_metric_threshold_2": 0.06061922098183619,
78
+ "scr_dir2_threshold_2": 0.06615263826336619,
79
+ "scr_dir1_threshold_5": 0.13967298064815417,
80
+ "scr_metric_threshold_5": 0.1048050249888887,
81
+ "scr_dir2_threshold_5": 0.11235916328826122,
82
+ "scr_dir1_threshold_10": 0.12102149865818972,
83
+ "scr_metric_threshold_10": 0.1325738934772289,
84
+ "scr_dir2_threshold_10": 0.14328052426128254,
85
+ "scr_dir1_threshold_20": 0.14201567517024366,
86
+ "scr_metric_threshold_20": 0.17129337941028513,
87
+ "scr_dir2_threshold_20": 0.18104454411493837,
88
+ "scr_dir1_threshold_50": 0.1053899301748674,
89
+ "scr_metric_threshold_50": 0.21849325008069848,
90
+ "scr_dir2_threshold_50": 0.22966994095848417,
91
+ "scr_dir1_threshold_100": 0.0831950736167161,
92
+ "scr_metric_threshold_100": 0.21850797499718613,
93
+ "scr_dir2_threshold_100": 0.2337338003472062,
94
+ "scr_dir1_threshold_500": -0.06514672533479486,
95
+ "scr_metric_threshold_500": 0.19582834865294305,
96
+ "scr_dir2_threshold_500": 0.21748429722551693
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": 0.2461543540277611,
103
+ "scr_metric_threshold_2": 0.0024630223664217393,
104
+ "scr_dir2_threshold_2": 0.0024630223664217393,
105
+ "scr_dir1_threshold_5": 0.30769294253470136,
106
+ "scr_metric_threshold_5": 0.04187182065755959,
107
+ "scr_dir2_threshold_5": 0.04187182065755959,
108
+ "scr_dir1_threshold_10": 0.20000018339891373,
109
+ "scr_metric_threshold_10": 0.05911327084143844,
110
+ "scr_dir2_threshold_10": 0.05911327084143844,
111
+ "scr_dir1_threshold_20": 0.20000018339891373,
112
+ "scr_metric_threshold_20": 0.08128076575816078,
113
+ "scr_dir2_threshold_20": 0.08128076575816078,
114
+ "scr_dir1_threshold_50": 0.07692300638503319,
115
+ "scr_metric_threshold_50": 0.09605904676615455,
116
+ "scr_dir2_threshold_50": 0.09605904676615455,
117
+ "scr_dir1_threshold_100": 0.046154170628847364,
118
+ "scr_metric_threshold_100": 0.10837430540772658,
119
+ "scr_dir2_threshold_100": 0.10837430540772658,
120
+ "scr_dir1_threshold_500": -0.30769202554013275,
121
+ "scr_metric_threshold_500": 0.05911327084143844,
122
+ "scr_dir2_threshold_500": 0.05911327084143844
123
+ },
124
+ {
125
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
126
+ "scr_dir1_threshold_2": 0.2242989769168465,
127
+ "scr_metric_threshold_2": 0.1268012368908431,
128
+ "scr_dir2_threshold_2": 0.1268012368908431,
129
+ "scr_dir1_threshold_5": 0.2616822325784525,
130
+ "scr_metric_threshold_5": 0.18731987631091568,
131
+ "scr_dir2_threshold_5": 0.18731987631091568,
132
+ "scr_dir1_threshold_10": 0.2710279072306566,
133
+ "scr_metric_threshold_10": 0.20461106337777285,
134
+ "scr_dir2_threshold_10": 0.20461106337777285,
135
+ "scr_dir1_threshold_20": 0.3271025121966708,
136
+ "scr_metric_threshold_20": 0.25072049475633723,
137
+ "scr_dir2_threshold_20": 0.25072049475633723,
138
+ "scr_dir1_threshold_50": 0.2336446515690506,
139
+ "scr_metric_threshold_50": 0.3314121284973068,
140
+ "scr_dir2_threshold_50": 0.3314121284973068,
141
+ "scr_dir1_threshold_100": 0.12149544163702218,
142
+ "scr_metric_threshold_100": 0.20461106337777285,
143
+ "scr_dir2_threshold_100": 0.20461106337777285,
144
+ "scr_dir1_threshold_500": -0.1588786972986282,
145
+ "scr_metric_threshold_500": 0.24783868750229743,
146
+ "scr_dir2_threshold_500": 0.24783868750229743
147
+ },
148
+ {
149
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
150
+ "scr_dir1_threshold_2": 0.2656252619344312,
151
+ "scr_metric_threshold_2": 0.030379805284471813,
152
+ "scr_dir2_threshold_2": 0.030379805284471813,
153
+ "scr_dir1_threshold_5": 0.28125005820765137,
154
+ "scr_metric_threshold_5": 0.03544318161412681,
155
+ "scr_dir2_threshold_5": 0.03544318161412681,
156
+ "scr_dir1_threshold_10": 0.250000465661211,
157
+ "scr_metric_threshold_10": 0.05063300880745302,
158
+ "scr_dir2_threshold_10": 0.05063300880745302,
159
+ "scr_dir1_threshold_20": 0.2656252619344312,
160
+ "scr_metric_threshold_20": 0.07594943776226984,
161
+ "scr_dir2_threshold_20": 0.07594943776226984,
162
+ "scr_dir1_threshold_50": 0.20312514551912844,
163
+ "scr_metric_threshold_50": 0.11139246847857727,
164
+ "scr_dir2_threshold_50": 0.11139246847857727,
165
+ "scr_dir1_threshold_100": 0.1250002328306055,
166
+ "scr_metric_threshold_100": 0.12911405928564068,
167
+ "scr_dir2_threshold_100": 0.12911405928564068,
168
+ "scr_dir1_threshold_500": -0.3749997671693945,
169
+ "scr_metric_threshold_500": 0.09873425400116885,
170
+ "scr_dir2_threshold_500": 0.09873425400116885
171
+ },
172
+ {
173
+ "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
174
+ "scr_dir1_threshold_2": 0.14516132908730398,
175
+ "scr_metric_threshold_2": 0.06176461668162334,
176
+ "scr_dir2_threshold_2": 0.06176461668162334,
177
+ "scr_dir1_threshold_5": 0.1370969176230247,
178
+ "scr_metric_threshold_5": 0.10588240037740261,
179
+ "scr_dir2_threshold_5": 0.10588240037740261,
180
+ "scr_dir1_threshold_10": 0.12096761401189689,
181
+ "scr_metric_threshold_10": 0.16176473939707794,
182
+ "scr_dir2_threshold_10": 0.16176473939707794,
183
+ "scr_dir1_threshold_20": 0.09677437961905906,
184
+ "scr_metric_threshold_20": 0.17941174769071427,
185
+ "scr_dir2_threshold_20": 0.17941174769071427,
186
+ "scr_dir1_threshold_50": 0.04032253800396563,
187
+ "scr_metric_threshold_50": 0.2411765396801299,
188
+ "scr_dir2_threshold_50": 0.2411765396801299,
189
+ "scr_dir1_threshold_100": -0.05645184161509343,
190
+ "scr_metric_threshold_100": 0.24999995617305193,
191
+ "scr_dir2_threshold_100": 0.24999995617305193,
192
+ "scr_dir1_threshold_500": -0.12096761401189689,
193
+ "scr_metric_threshold_500": 0.13235300047175327,
194
+ "scr_dir2_threshold_500": 0.13235300047175327
195
+ },
196
+ {
197
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
198
+ "scr_dir1_threshold_2": 0.016304136562004374,
199
+ "scr_metric_threshold_2": 0.058823474413244856,
200
+ "scr_dir2_threshold_2": 0.058823474413244856,
201
+ "scr_dir1_threshold_5": 0.03260859706226871,
202
+ "scr_metric_threshold_5": 0.11764694882648971,
203
+ "scr_dir2_threshold_5": 0.11764694882648971,
204
+ "scr_dir1_threshold_10": -0.021739172687599125,
205
+ "scr_metric_threshold_10": 0.18823521161986728,
206
+ "scr_dir2_threshold_10": 0.18823521161986728,
207
+ "scr_dir1_threshold_20": -0.016304460500264333,
208
+ "scr_metric_threshold_20": 0.2941176058099336,
209
+ "scr_dir2_threshold_20": 0.2941176058099336,
210
+ "scr_dir1_threshold_50": 0.0,
211
+ "scr_metric_threshold_50": 0.3686273868154523,
212
+ "scr_dir2_threshold_50": 0.3686273868154523,
213
+ "scr_dir1_threshold_100": 0.027173884874933916,
214
+ "scr_metric_threshold_100": 0.37647042323973456,
215
+ "scr_dir2_threshold_100": 0.37647042323973456,
216
+ "scr_dir1_threshold_500": 0.07608694243746696,
217
+ "scr_metric_threshold_500": 0.3686273868154523,
218
+ "scr_dir2_threshold_500": 0.3686273868154523
219
+ },
220
+ {
221
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
222
+ "scr_dir1_threshold_2": 0.03608231585544952,
223
+ "scr_metric_threshold_2": 0.036290332271825994,
224
+ "scr_dir2_threshold_2": 0.036290332271825994,
225
+ "scr_dir1_threshold_5": 0.06701005905161024,
226
+ "scr_metric_threshold_5": 0.08467752208135552,
227
+ "scr_dir2_threshold_5": 0.08467752208135552,
228
+ "scr_dir1_threshold_10": 0.08247408426990457,
229
+ "scr_metric_threshold_10": 0.10887099681547797,
230
+ "scr_dir2_threshold_10": 0.10887099681547797,
231
+ "scr_dir1_threshold_20": 0.1082472548067765,
232
+ "scr_metric_threshold_20": 0.15322574055158325,
233
+ "scr_dir2_threshold_20": 0.15322574055158325,
234
+ "scr_dir1_threshold_50": 0.1082472548067765,
235
+ "scr_metric_threshold_50": 0.19758072462897314,
236
+ "scr_dir2_threshold_50": 0.19758072462897314,
237
+ "scr_dir1_threshold_100": 0.14432987790265395,
238
+ "scr_metric_threshold_100": 0.2419354683650784,
239
+ "scr_dir2_threshold_100": 0.2419354683650784,
240
+ "scr_dir1_threshold_500": 0.1340204253436484,
241
+ "scr_metric_threshold_500": 0.26209673736706124,
242
+ "scr_dir2_threshold_500": 0.26209673736706124
243
+ },
244
+ {
245
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
246
+ "scr_dir1_threshold_2": -0.009009161394877545,
247
+ "scr_metric_threshold_2": 0.1555556556324794,
248
+ "scr_dir2_threshold_2": 0.1555556556324794,
249
+ "scr_dir1_threshold_5": 0.0,
250
+ "scr_metric_threshold_5": 0.23555541191573545,
251
+ "scr_dir2_threshold_5": 0.23555541191573545,
252
+ "scr_dir1_threshold_10": 0.022522500753112733,
253
+ "scr_metric_threshold_10": 0.2444444503313223,
254
+ "scr_dir2_threshold_10": 0.2444444503313223,
255
+ "scr_dir1_threshold_20": 0.09459444946519599,
256
+ "scr_metric_threshold_20": 0.2755554225121156,
257
+ "scr_dir2_threshold_20": 0.2755554225121156,
258
+ "scr_dir1_threshold_50": 0.10360361086007354,
259
+ "scr_metric_threshold_50": 0.3244444715240827,
260
+ "scr_dir2_threshold_50": 0.3244444715240827,
261
+ "scr_dir1_threshold_100": 0.1891891674197794,
262
+ "scr_metric_threshold_100": 0.36888886887350414,
263
+ "scr_dir2_threshold_100": 0.36888886887350414,
264
+ "scr_dir1_threshold_500": 0.17117111311941172,
265
+ "scr_metric_threshold_500": 0.3377776317832065,
266
+ "scr_dir2_threshold_500": 0.3377776317832065
267
+ },
268
+ {
269
+ "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
270
+ "scr_dir1_threshold_2": 0.012875624313779262,
271
+ "scr_metric_threshold_2": 0.012875624313779262,
272
+ "scr_dir2_threshold_2": 0.05714296256601923,
273
+ "scr_dir1_threshold_5": 0.030043038127524242,
274
+ "scr_metric_threshold_5": 0.030043038127524242,
275
+ "scr_dir2_threshold_5": 0.09047614452250444,
276
+ "scr_dir1_threshold_10": 0.042918406627421406,
277
+ "scr_metric_threshold_10": 0.042918406627421406,
278
+ "scr_dir2_threshold_10": 0.12857145289985059,
279
+ "scr_dir1_threshold_20": 0.060085820441166386,
280
+ "scr_metric_threshold_20": 0.060085820441166386,
281
+ "scr_dir2_threshold_20": 0.13809513807839202,
282
+ "scr_dir1_threshold_50": 0.07725323425491137,
283
+ "scr_metric_threshold_50": 0.07725323425491137,
284
+ "scr_dir2_threshold_50": 0.16666676127719673,
285
+ "scr_dir1_threshold_100": 0.06866965525497992,
286
+ "scr_metric_threshold_100": 0.06866965525497992,
287
+ "scr_dir2_threshold_100": 0.19047625805514054,
288
+ "scr_dir1_threshold_500": 0.060085820441166386,
289
+ "scr_metric_threshold_500": 0.060085820441166386,
290
+ "scr_dir2_threshold_500": 0.2333334090217574
291
+ }
292
+ ],
293
+ "sae_bench_commit_hash": "e2b0b3c57a3d256998f8bda15cdb21542f226d1a",
294
+ "sae_lens_id": "custom_sae",
295
+ "sae_lens_release_id": "saebench_gemma-2-2b_width-2pow14_date-0107_gemma-2-2b_standard_new_width-2pow14_date-0107_resid_post_layer_12_checkpoints_trainer_5_step_24414",
296
+ "sae_lens_version": "5.3.1",
297
+ "sae_cfg_dict": {
298
+ "model_name": "gemma-2-2b",
299
+ "d_in": 2304,
300
+ "d_sae": 16384,
301
+ "hook_layer": 12,
302
+ "hook_name": "blocks.12.hook_resid_post",
303
+ "context_size": null,
304
+ "hook_head_index": null,
305
+ "architecture": "standard_april_update",
306
+ "apply_b_dec_to_input": null,
307
+ "finetuning_scaling_factor": null,
308
+ "activation_fn_str": "",
309
+ "prepend_bos": true,
310
+ "normalize_activations": "none",
311
+ "dtype": "bfloat16",
312
+ "device": "",
313
+ "dataset_path": "",
314
+ "dataset_trust_remote_code": true,
315
+ "seqpos_slice": [
316
+ null
317
+ ],
318
+ "training_tokens": 49999872,
319
+ "sae_lens_training_version": null,
320
+ "neuronpedia_id": null
321
+ },
322
+ "eval_result_unstructured": null
323
+ }