Upload sparse_probing/gemma-2-2b-res-snap-matryoshka-dc_blocks.0.hook_resid_post_eval_results.json with huggingface_hub
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sparse_probing/gemma-2-2b-res-snap-matryoshka-dc_blocks.0.hook_resid_post_eval_results.json
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| 1 |
+
{
|
| 2 |
+
"eval_type_id": "sparse_probing",
|
| 3 |
+
"eval_config": {
|
| 4 |
+
"random_seed": 42,
|
| 5 |
+
"dataset_names": [
|
| 6 |
+
"LabHC/bias_in_bios_class_set1",
|
| 7 |
+
"LabHC/bias_in_bios_class_set2",
|
| 8 |
+
"LabHC/bias_in_bios_class_set3",
|
| 9 |
+
"canrager/amazon_reviews_mcauley_1and5",
|
| 10 |
+
"canrager/amazon_reviews_mcauley_1and5_sentiment",
|
| 11 |
+
"codeparrot/github-code",
|
| 12 |
+
"fancyzhx/ag_news",
|
| 13 |
+
"Helsinki-NLP/europarl"
|
| 14 |
+
],
|
| 15 |
+
"probe_train_set_size": 4000,
|
| 16 |
+
"probe_test_set_size": 1000,
|
| 17 |
+
"context_length": 128,
|
| 18 |
+
"sae_batch_size": 125,
|
| 19 |
+
"llm_batch_size": 32,
|
| 20 |
+
"llm_dtype": "bfloat16",
|
| 21 |
+
"model_name": "gemma-2-2b",
|
| 22 |
+
"k_values": [
|
| 23 |
+
1,
|
| 24 |
+
2,
|
| 25 |
+
5
|
| 26 |
+
],
|
| 27 |
+
"lower_vram_usage": false
|
| 28 |
+
},
|
| 29 |
+
"eval_id": "acf88c24-09bd-4561-9b58-1bd96edb30c6",
|
| 30 |
+
"datetime_epoch_millis": 1745622098059,
|
| 31 |
+
"eval_result_metrics": {
|
| 32 |
+
"llm": {
|
| 33 |
+
"llm_test_accuracy": 0.9399250376969576,
|
| 34 |
+
"llm_top_1_test_accuracy": 0.68490625,
|
| 35 |
+
"llm_top_2_test_accuracy": 0.72038125,
|
| 36 |
+
"llm_top_5_test_accuracy": 0.7786125,
|
| 37 |
+
"llm_top_10_test_accuracy": null,
|
| 38 |
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"llm_top_20_test_accuracy": null,
|
| 39 |
+
"llm_top_50_test_accuracy": null,
|
| 40 |
+
"llm_top_100_test_accuracy": null
|
| 41 |
+
},
|
| 42 |
+
"sae": {
|
| 43 |
+
"sae_test_accuracy": 0.9355187952518462,
|
| 44 |
+
"sae_top_1_test_accuracy": 0.71199375,
|
| 45 |
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"sae_top_2_test_accuracy": 0.76948125,
|
| 46 |
+
"sae_top_5_test_accuracy": 0.83690625,
|
| 47 |
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"sae_top_10_test_accuracy": null,
|
| 48 |
+
"sae_top_20_test_accuracy": null,
|
| 49 |
+
"sae_top_50_test_accuracy": null,
|
| 50 |
+
"sae_top_100_test_accuracy": null
|
| 51 |
+
}
|
| 52 |
+
},
|
| 53 |
+
"eval_result_details": [
|
| 54 |
+
{
|
| 55 |
+
"dataset_name": "LabHC/bias_in_bios_class_set1_results",
|
| 56 |
+
"llm_test_accuracy": 0.9592000365257263,
|
| 57 |
+
"llm_top_1_test_accuracy": 0.683,
|
| 58 |
+
"llm_top_2_test_accuracy": 0.724,
|
| 59 |
+
"llm_top_5_test_accuracy": 0.7544000000000001,
|
| 60 |
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"llm_top_10_test_accuracy": null,
|
| 61 |
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"llm_top_20_test_accuracy": null,
|
| 62 |
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"llm_top_50_test_accuracy": null,
|
| 63 |
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"llm_top_100_test_accuracy": null,
|
| 64 |
+
"sae_test_accuracy": 0.9540000557899475,
|
| 65 |
+
"sae_top_1_test_accuracy": 0.7824,
|
| 66 |
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"sae_top_2_test_accuracy": 0.8586,
|
| 67 |
+
"sae_top_5_test_accuracy": 0.8804000000000001,
|
| 68 |
+
"sae_top_10_test_accuracy": null,
|
| 69 |
+
"sae_top_20_test_accuracy": null,
|
| 70 |
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"sae_top_50_test_accuracy": null,
|
| 71 |
+
"sae_top_100_test_accuracy": null
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"dataset_name": "LabHC/bias_in_bios_class_set2_results",
|
| 75 |
+
"llm_test_accuracy": 0.9484000444412232,
|
| 76 |
+
"llm_top_1_test_accuracy": 0.6866,
|
| 77 |
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"llm_top_2_test_accuracy": 0.7142,
|
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