Instructions to use Pritosh1/LLM_Assignment1-adapters with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Pritosh1/LLM_Assignment1-adapters with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download A2/validation_metrics.json from Pritosh1/LLM_Assignment1-adapters: direct link, hf CLI and curl.
- Browser
- Download file 3.55 kB
-
https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A2/validation_metrics.json
- Command line
-
hf download hf://Pritosh1/LLM_Assignment1-adapters/A2/validation_metrics.json
-
curl -L -o validation_metrics.json https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A2/validation_metrics.json
3.55 kB
| { | |
| "system": "finetuned", | |
| "adapter": "adapters/A2", | |
| "test_set": "partA_validation", | |
| "n": 2000, | |
| "exact": { | |
| "micro_p": 0.9239601734382528, | |
| "micro_r": 0.9234411363453976, | |
| "micro_f1": 0.9237005819787276, | |
| "macro_p": 0.9191172240009551, | |
| "macro_r": 0.9164019795040138, | |
| "macro_f1": 0.9176293805194402, | |
| "tp": 11507, | |
| "fp": 947, | |
| "fn": 954 | |
| }, | |
| "overlap_iou50": { | |
| "micro_p": 0.930062630480167, | |
| "micro_r": 0.9295401653157852, | |
| "micro_f1": 0.9298013245033113, | |
| "macro_p": 0.9258845918345858, | |
| "macro_r": 0.9231681169239473, | |
| "macro_f1": 0.9243954004470807, | |
| "tp": 11583, | |
| "fp": 871, | |
| "fn": 878 | |
| }, | |
| "per_class": { | |
| "TIME": { | |
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| "f1": 0.9617433414043582, | |
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| "exact_r": 0.9593417231364957, | |
| "exact_f1": 0.9598062953995158 | |
| }, | |
| "USERNAME": { | |
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| "exact_r": 0.9239598278335724, | |
| "exact_f1": 0.9200000000000002 | |
| }, | |
| "EMAIL": { | |
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| "exact_f1": 0.9765990639625586 | |
| }, | |
| "SOCIALNUMBER": { | |
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| "exact_f1": 0.9151414309484194 | |
| }, | |
| "IDCARD": { | |
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| "exact_f1": 0.853309481216458 | |
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| "PASSPORT": { | |
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| "exact_f1": 0.8696428571428573 | |
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| "DRIVERLICENSE": { | |
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| "BOD": { | |
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| "IP": { | |
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| "exact_f1": 0.9757045675413022 | |
| } | |
| }, | |
| "leak_rate": 0.041649947837252226, | |
| "aligned_leak_rate": 0.012840060990289703, | |
| "over_masking_rate": 0.0038106521918827322, | |
| "well_formed_rate": 0.979, | |
| "counts": { | |
| "gold_values": 12461, | |
| "leaked_gold_values": 519, | |
| "aligned_leaked_gold_occurrences": 160, | |
| "non_pii_characters": 725860, | |
| "changed_non_pii_characters": 2766, | |
| "well_formed_outputs": 1958 | |
| } | |
| } | |