Upload folder using huggingface_hub
Browse files- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_107_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_19_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_207_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_26_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_58_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_73_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_157_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_16_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_18_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_29_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_50_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_88_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_21_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_36_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_63_eval_results.json +75 -0
- gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_9_eval_results.json +75 -0
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_107_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "c6dfdd22-3e0c-42f5-96c6-c5acfd23b7cc",
|
| 37 |
+
"datetime_epoch_millis": 1733155750080,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.052532851696014404
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_107",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": null,
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_19_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "4c3d1869-9019-463c-86f1-1093a9f747e7",
|
| 37 |
+
"datetime_epoch_millis": 1733158485068,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.011257052421569824
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_19",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/12-gemmascope-res-1m__l0-19",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_207_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "983fad67-1f30-4078-8d43-6ff95d40ded6",
|
| 37 |
+
"datetime_epoch_millis": 1733161242923,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.07879924774169922
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_207",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/12-gemmascope-res-1m__l0-207",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_26_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "64e7eea2-1d9b-4339-b169-c04656116ccd",
|
| 37 |
+
"datetime_epoch_millis": 1733163995492,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.026266396045684814
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_26",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/12-gemmascope-res-1m__l0-26",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_58_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "3d0d5a52-ea55-4cce-9dc4-3ad4115ccc2d",
|
| 37 |
+
"datetime_epoch_millis": 1733166769798,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.024390220642089844
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_58",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/12-gemmascope-res-1m__l0-58",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_12_width_1m_average_l0_73_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "b250d278-6e2e-40ec-b12c-f93e1f45432c",
|
| 37 |
+
"datetime_epoch_millis": 1733169531418,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.024390220642089844
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_12/width_1m/average_l0_73",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.12.hook_resid_post",
|
| 58 |
+
"hook_layer": 12,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/12-gemmascope-res-1m__l0-73",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_157_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "70c4f881-9586-45bc-a9d5-343264717da1",
|
| 37 |
+
"datetime_epoch_millis": 1733172347345,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0018761754035949707
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_157",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/19-gemmascope-res-1m__l0-157",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_16_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "55be33a2-2c33-4803-ac15-e5814274a80c",
|
| 37 |
+
"datetime_epoch_millis": 1733175200572,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_16",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/19-gemmascope-res-1m__l0-16",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_18_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "999cd6d6-797b-42e9-ae14-296ddd293a35",
|
| 37 |
+
"datetime_epoch_millis": 1733177981972,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0018761754035949707
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_18",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/19-gemmascope-res-1m__l0-18",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_29_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "d1dbc4af-54a0-4a94-a376-0c4b87fb74b2",
|
| 37 |
+
"datetime_epoch_millis": 1733180778128,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0018761754035949707
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_29",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/19-gemmascope-res-1m__l0-29",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_50_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "d5dd214c-bda4-4d78-a485-3ed335afdfe7",
|
| 37 |
+
"datetime_epoch_millis": 1733181949498,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0018761754035949707
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_50",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/19-gemmascope-res-1m__l0-50",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_19_width_1m_average_l0_88_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "1b586a60-fc0a-43c5-9a7a-6debb59edd77",
|
| 37 |
+
"datetime_epoch_millis": 1733183254476,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.0018761754035949707
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_19/width_1m/average_l0_88",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.19.hook_resid_post",
|
| 58 |
+
"hook_layer": 19,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": null,
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_21_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "eca360da-dbd1-4a95-b7ae-8822e35cf795",
|
| 37 |
+
"datetime_epoch_millis": 1733144818479,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.22889304161071777
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_5/width_1m/average_l0_21",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.5.hook_resid_post",
|
| 58 |
+
"hook_layer": 5,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/5-gemmascope-res-1m__l0-21",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_36_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "7ebb3f4a-ccba-40c5-8e3b-6c6cfdb63a51",
|
| 37 |
+
"datetime_epoch_millis": 1733147567188,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.12757974863052368
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_5/width_1m/average_l0_36",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.5.hook_resid_post",
|
| 58 |
+
"hook_layer": 5,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/5-gemmascope-res-1m__l0-36",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_63_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "299a8123-ebdb-4af6-b12e-ae7e104e1c47",
|
| 37 |
+
"datetime_epoch_millis": 1733150281291,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.2739211916923523
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_5/width_1m/average_l0_63",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.5.hook_resid_post",
|
| 58 |
+
"hook_layer": 5,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/5-gemmascope-res-1m__l0-63",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|
gemma_scope/unlearning_1M/gemma-scope-2b-pt-res_layer_5_width_1m_average_l0_9_eval_results.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_type_id": "unlearning",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"wmdp-bio",
|
| 7 |
+
"high_school_us_history",
|
| 8 |
+
"college_computer_science",
|
| 9 |
+
"high_school_geography",
|
| 10 |
+
"human_aging"
|
| 11 |
+
],
|
| 12 |
+
"intervention_method": "clamp_feature_activation",
|
| 13 |
+
"retain_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01
|
| 16 |
+
],
|
| 17 |
+
"n_features_list": [
|
| 18 |
+
10,
|
| 19 |
+
20
|
| 20 |
+
],
|
| 21 |
+
"multipliers": [
|
| 22 |
+
25,
|
| 23 |
+
50,
|
| 24 |
+
100,
|
| 25 |
+
200
|
| 26 |
+
],
|
| 27 |
+
"dataset_size": 1024,
|
| 28 |
+
"seq_len": 1024,
|
| 29 |
+
"n_batch_loss_added": 50,
|
| 30 |
+
"target_metric": "correct",
|
| 31 |
+
"save_metrics": true,
|
| 32 |
+
"model_name": "gemma-2-2b-it",
|
| 33 |
+
"llm_batch_size": 1,
|
| 34 |
+
"llm_dtype": "bfloat16"
|
| 35 |
+
},
|
| 36 |
+
"eval_id": "a6adfd53-a12c-4519-92c8-2e34ff4d5470",
|
| 37 |
+
"datetime_epoch_millis": 1733152977391,
|
| 38 |
+
"eval_result_metrics": {
|
| 39 |
+
"unlearning": {
|
| 40 |
+
"unlearning_score": 0.08442777395248413
|
| 41 |
+
}
|
| 42 |
+
},
|
| 43 |
+
"eval_result_details": [],
|
| 44 |
+
"sae_bench_commit_hash": "67c9b0381e8bbf0ef5a845dee64aa2b955a47213",
|
| 45 |
+
"sae_lens_id": "layer_5/width_1m/average_l0_9",
|
| 46 |
+
"sae_lens_release_id": "gemma-scope-2b-pt-res",
|
| 47 |
+
"sae_lens_version": "4.4.5",
|
| 48 |
+
"sae_cfg_dict": {
|
| 49 |
+
"architecture": "jumprelu",
|
| 50 |
+
"d_in": 2304,
|
| 51 |
+
"d_sae": 1048576,
|
| 52 |
+
"activation_fn_str": "relu",
|
| 53 |
+
"apply_b_dec_to_input": false,
|
| 54 |
+
"finetuning_scaling_factor": false,
|
| 55 |
+
"context_size": 1024,
|
| 56 |
+
"model_name": "gemma-2-2b",
|
| 57 |
+
"hook_name": "blocks.5.hook_resid_post",
|
| 58 |
+
"hook_layer": 5,
|
| 59 |
+
"hook_head_index": null,
|
| 60 |
+
"prepend_bos": true,
|
| 61 |
+
"dataset_path": "monology/pile-uncopyrighted",
|
| 62 |
+
"dataset_trust_remote_code": true,
|
| 63 |
+
"normalize_activations": null,
|
| 64 |
+
"dtype": "torch.bfloat16",
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"sae_lens_training_version": null,
|
| 67 |
+
"activation_fn_kwargs": {},
|
| 68 |
+
"neuronpedia_id": "gemma-2-2b/5-gemmascope-res-1m__l0-9",
|
| 69 |
+
"model_from_pretrained_kwargs": {},
|
| 70 |
+
"seqpos_slice": [
|
| 71 |
+
null
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"eval_result_unstructured": null
|
| 75 |
+
}
|