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  1. apply_query_grads_and_eval_reports.csv +45 -11
  2. bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +1 -1
  3. bias_statichh-Qwen-1.5B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +1 -1
  4. bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +1 -1
  5. bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +1 -1
  6. bias_statichh-pythia-1.4b-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +1 -1
  7. bias_statichh-pythia-6.9b-sft-bf16/factors_ekfac_half/activation_eigenvectors.safetensors +1 -1
  8. bias_statichh-pythia-6.9b-sft-bf16/factors_ekfac_half/num_gradient_covariance_processed.safetensors +1 -1
  9. bias_statichh-pythia-6.9b-sft-bf16/factors_ekfac_half/num_lambda_processed.safetensors +1 -1
  10. bias_statichh-pythia-6.9b-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +1 -1
  11. bias_statichh-pythia-6.9b-sft-bf16/scores_ekfac_half/pairwise_scores.safetensors +1 -1
  12. bias_statichh-pythia-6.9b-sft-bf16/scores_ekfac_half/query_dataset_metadata.json +1 -1
  13. combines_scores/combined_bias_ethics_truth_statichh-pythia-1.4b-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
  14. combines_scores/combined_bias_ethics_truth_statichh-pythia-2.8b-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
  15. combines_scores/combined_bias_ethics_truth_statichh-pythia-6.9b-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
  16. truth_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
  17. truth_statichh-Qwen-3B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json +8 -0
apply_query_grads_and_eval_reports.csv CHANGED
@@ -1,14 +1,48 @@
1
  timestamp_utc,analysis_name,task,model_name,scores_type,bottom_k,margin,phase,learning_rate,reduce_fnc,task_loss,anthropic_mean_token_loss,initial_lr,final_lr,elapsed_seconds
2
- 2025-08-09T09:09:22.769467+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.0,mean,,1.798601,0.008,,894.405
3
- 2025-08-09T09:24:38.693934+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.008,mean,,1.801600,0.008,,898.468
4
- 2025-08-09T09:39:47.962090+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.04,mean,,1.826663,0.008,,899.171
5
- 2025-08-09T09:54:56.134692+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,,1.812035,0.008,,899.043
6
- 2025-08-09T10:10:43.574276+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,final_result,0.024,mean,-21.009991,1.812035,0.008,0.024,
7
- 2025-08-09T10:41:20.180279+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.0,mean,,1.718604,0.008,,1818.867
8
- 2025-08-09T11:12:04.874055+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.008,mean,,1.723822,0.008,,1819.604
9
- 2025-08-09T11:42:36.940796+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.04,mean,,1.799970,0.008,,1818.348
10
- 2025-08-09T12:13:07.241727+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,,1.750903,0.008,,1816.068
11
- 2025-08-09T12:43:37.943954+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.016,mean,,1.734750,0.008,,1817.341
12
- 2025-08-09T13:15:19.377791+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,final_result,0.016,mean,-10.712186,1.734750,0.008,0.016,
13
  2025-08-10T21:53:32.308795+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.008,--,0.000
14
  2025-08-10T22:03:09.836855+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.008,--,0.000
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  timestamp_utc,analysis_name,task,model_name,scores_type,bottom_k,margin,phase,learning_rate,reduce_fnc,task_loss,anthropic_mean_token_loss,initial_lr,final_lr,elapsed_seconds
2
+ 2025-08-09T09:09:22.769467+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethicsv1,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.0,mean,,1.798601,0.008,,894.405
3
+ 2025-08-09T09:24:38.693934+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethicsv1,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.008,mean,,1.801600,0.008,,898.468
4
+ 2025-08-09T09:39:47.962090+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethicsv1,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.04,mean,,1.826663,0.008,,899.171
5
+ 2025-08-09T09:54:56.134692+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethicsv1,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,,1.812035,0.008,,899.043
6
+ 2025-08-09T10:10:43.574276+00:00,ethics_statichh-pythia-1.4b-sft-bf16,ethicsv1,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,final_result,0.024,mean,-21.009991,1.812035,0.008,0.024,
7
+ 2025-08-09T10:41:20.180279+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.0,mean,,1.718604,0.008,,1818.867
8
+ 2025-08-09T11:12:04.874055+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.008,mean,,1.723822,0.008,,1819.604
9
+ 2025-08-09T11:42:36.940796+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.04,mean,,1.799970,0.008,,1818.348
10
+ 2025-08-09T12:13:07.241727+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,,1.750903,0.008,,1816.068
11
+ 2025-08-09T12:43:37.943954+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.016,mean,,1.734750,0.008,,1817.341
12
+ 2025-08-09T13:15:19.377791+00:00,ethics_statichh-pythia-2.8b-sft-bf16,ethicsv1,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,final_result,0.016,mean,-10.712186,1.734750,0.008,0.016,
13
  2025-08-10T21:53:32.308795+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.008,--,0.000
14
  2025-08-10T22:03:09.836855+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.008,--,0.000
15
+ 2025-08-13T00:35:18.663611+05:30,truth_statichh-pythia-1.4b-sft-bf16,truth,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.794500,0.024,--,0.000
16
+ 2025-08-13T00:50:24.397910+05:30,truth_statichh-pythia-1.4b-sft-bf16,truth,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.024,mean,--,1.817939,0.024,--,895.690
17
+ 2025-08-13T01:05:50.619480+05:30,truth_statichh-pythia-1.4b-sft-bf16,truth,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.012,mean,--,1.801589,0.024,--,897.188
18
+ 2025-08-13T01:23:26.233656+05:30,truth_statichh-pythia-1.4b-sft-bf16,truth,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,final_result,0.012,mean,0.476303,1.801589,0.024,0.012,--
19
+ 2025-08-13T01:23:40.758413+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.713100,0.024,--,0.000
20
+ 2025-08-13T01:54:11.034131+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.024,mean,--,1.734492,0.024,--,1816.851
21
+ 2025-08-13T02:24:43.905910+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.012,mean,--,1.719907,0.024,--,1816.458
22
+ 2025-08-13T02:45:54.132103+05:30,truth_statichh-pythia-1.4b-sft-bf16,truth,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.794500,0.016,--,0.000
23
+ 2025-08-13T02:48:26.445493+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.713100,0.016,--,0.000
24
+ 2025-08-13T03:18:59.551776+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.016,mean,--,1.723955,0.016,--,1817.984
25
+ 2025-08-13T03:49:52.435744+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.08,mean,--,1.885273,0.016,--,1818.866
26
+ 2025-08-13T04:20:25.783284+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.048,mean,--,1.783802,0.016,--,1820.316
27
+ 2025-08-13T04:51:00.447829+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.032,mean,--,1.748088,0.016,--,1819.743
28
+ 2025-08-13T05:21:37.037777+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,--,1.734492,0.016,--,1819.065
29
+ 2025-08-13T05:52:56.517974+05:30,truth_statichh-pythia-2.8b-sft-bf16,truth,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,final_result,0.024,mean,0.475644,1.734492,0.016,0.024,--
30
+ 2025-08-13T17:59:36.808460+05:30,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.794500,0.024,--,0.000
31
+ 2025-08-13T18:14:43.975222+05:30,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.024,mean,--,1.818489,0.024,--,897.856
32
+ 2025-08-13T18:16:07.371056+05:30,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.794500,0.016,--,0.000
33
+ 2025-08-13T18:31:15.316635+05:30,ethics_statichh-pythia-1.4b-sft-bf16,ethics,ncgc/statichh-pythia-1.4b-sft-bf16,pure_ekfac,100,0.1,final_result,0.016,mean,--,1.805991,0.016,0.016,898.380
34
+ 2025-08-13T18:56:51.866120+05:30,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.713100,0.024,--,0.000
35
+ 2025-08-13T19:27:23.488423+05:30,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.024,mean,--,1.736681,0.024,--,1817.659
36
+ 2025-08-13T19:57:57.983208+05:30,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,binary_search,0.012,mean,--,1.720635,0.024,--,1819.105
37
+ 2025-08-13T20:31:43.017775+05:30,ethics_statichh-pythia-2.8b-sft-bf16,ethics,ncgc/statichh-pythia-2.8b-sft-bf16,pure_ekfac,100,0.1,final_result,0.012,mean,-0.226822,1.720635,0.024,0.012,--
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+ 2025-08-15T19:34:19.476953+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.048,--,0.000
39
+ 2025-08-15T19:44:30.303005+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.730900,0.048,--,0.000
40
+ 2025-08-15T20:03:02.998175+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.048,mean,--,1.751693,0.048,--,1078.208
41
+ 2025-08-15T20:21:26.399888+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,--,1.737070,0.048,--,1082.271
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+ 2025-08-15T20:39:38.912993+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,binary_search,0.036000000000000004,mean,--,1.743444,0.048,--,1082.723
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+ 2025-08-15T20:58:43.729725+05:30,truth_statichh-Qwen-1.5B-sft-bf16,truth,ncgc/statichh-Qwen-1.5B-sft-bf16,pure_ekfac,100,0.1,final_result,0.036000000000000004,mean,0.603952,1.743444,0.048,0.036000000000000004,--
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+ 2025-08-15T20:58:48.005565+05:30,truth_statichh-Qwen-3B-sft-bf16,truth,ncgc/statichh-Qwen-3B-sft-bf16,pure_ekfac,100,0.1,baseline,0.0,mean,--,1.682700,0.048,--,0.000
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+ 2025-08-15T21:34:15.629145+05:30,truth_statichh-Qwen-3B-sft-bf16,truth,ncgc/statichh-Qwen-3B-sft-bf16,pure_ekfac,100,0.1,bracket_search,0.048,mean,--,1.725545,0.048,--,2091.455
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+ 2025-08-15T22:09:23.942990+05:30,truth_statichh-Qwen-3B-sft-bf16,truth,ncgc/statichh-Qwen-3B-sft-bf16,pure_ekfac,100,0.1,binary_search,0.024,mean,--,1.706149,0.048,--,2091.438
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+ 2025-08-15T22:45:55.332725+05:30,truth_statichh-Qwen-3B-sft-bf16,truth,ncgc/statichh-Qwen-3B-sft-bf16,pure_ekfac,100,0.1,final_result,0.024,mean,0.739318,1.706149,0.048,0.024,--
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+ 2025-08-15T22:45:55.332725+05:30,truth_statichh-Qwen-7B-sft-bf16,truth,ncgc/statichh-Qwen-7B-sft-bf16,pure_ekfac,100,0.1,final_result,0.012,mean,--,1.7430,0.0012,--,<artificial>
bias_statichh-Qwen-1.5B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json CHANGED
@@ -4,5 +4,5 @@
4
  "scores_type": "pure_ekfac",
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  "bottom_k": 100,
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  "num_indices": 100,
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- "elapsed_seconds": 9.501603841781616
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  }
 
4
  "scores_type": "pure_ekfac",
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  "bottom_k": 100,
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  "num_indices": 100,
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+ "elapsed_seconds": 9.520151376724243
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  }
bias_statichh-Qwen-1.5B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json CHANGED
@@ -1,5 +1,5 @@
1
  {
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  "type": "Dataset",
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- "dataset_size": 936,
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  "indices": null
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  }
 
1
  {
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  "type": "Dataset",
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+ "dataset_size": 2784,
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  }
bias_statichh-Qwen-7B-sft-bf16/query_grads_pure_ekfac_bottom100/timing.json CHANGED
@@ -4,5 +4,5 @@
4
  "scores_type": "pure_ekfac",
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  "bottom_k": 100,
6
  "num_indices": 100,
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- "elapsed_seconds": 30.472189903259277
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  }
 
4
  "scores_type": "pure_ekfac",
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  "bottom_k": 100,
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  "num_indices": 100,
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+ "elapsed_seconds": 31.298529624938965
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  }
bias_statichh-Qwen-7B-sft-bf16/scores_ekfac_half/query_dataset_metadata.json CHANGED
@@ -1,5 +1,5 @@
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- "dataset_size": 936,
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  "indices": null
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  }
 
1
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