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 A5/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/A5/validation_metrics.json
- Command line
-
hf download hf://Pritosh1/LLM_Assignment1-adapters/A5/validation_metrics.json
-
curl -L -o validation_metrics.json https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A5/validation_metrics.json
3.55 kB
| { | |
| "system": "finetuned", | |
| "adapter": "adapters/A5", | |
| "test_set": "partA_validation", | |
| "n": 2000, | |
| "exact": { | |
| "micro_p": 0.9393236869453994, | |
| "micro_r": 0.9429419789744001, | |
| "micro_f1": 0.9411293552262715, | |
| "macro_p": 0.9336343962550581, | |
| "macro_r": 0.9370090423379074, | |
| "macro_f1": 0.9351292721143039, | |
| "tp": 11750, | |
| "fp": 759, | |
| "fn": 711 | |
| }, | |
| "overlap_iou50": { | |
| "micro_p": 0.9448397154049085, | |
| "micro_r": 0.9484792552764626, | |
| "micro_f1": 0.9466559871846215, | |
| "macro_p": 0.9400979687954989, | |
| "macro_r": 0.9434636564736218, | |
| "macro_f1": 0.9415877876885433, | |
| "tp": 11819, | |
| "fp": 690, | |
| "fn": 642 | |
| }, | |
| "per_class": { | |
| "TIME": { | |
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| "exact_f1": 0.9576107899807322 | |
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| "exact_f1": 0.9520400858983536 | |
| }, | |
| "EMAIL": { | |
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| "DRIVERLICENSE": { | |
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| } | |
| }, | |
| "leak_rate": 0.040365941738223256, | |
| "aligned_leak_rate": 0.011636305272450045, | |
| "over_masking_rate": 0.003040531231918001, | |
| "well_formed_rate": 0.9835, | |
| "counts": { | |
| "gold_values": 12461, | |
| "leaked_gold_values": 503, | |
| "aligned_leaked_gold_occurrences": 145, | |
| "non_pii_characters": 725860, | |
| "changed_non_pii_characters": 2207, | |
| "well_formed_outputs": 1967 | |
| } | |
| } | |