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 A3/validation_metrics.json from Pritosh1/LLM_Assignment1-adapters: direct link, hf CLI and curl.
- Browser
- Download file 3.57 kB
-
https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A3/validation_metrics.json
- Command line
-
hf download hf://Pritosh1/LLM_Assignment1-adapters/A3/validation_metrics.json
-
curl -L -o validation_metrics.json https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A3/validation_metrics.json
3.57 kB
| { | |
| "system": "finetuned", | |
| "adapter": "adapters/A3", | |
| "test_set": "partA_validation", | |
| "n": 2000, | |
| "exact": { | |
| "micro_p": 0.9430283659608469, | |
| "micro_r": 0.9471149987962443, | |
| "micro_f1": 0.945067264573991, | |
| "macro_p": 0.935276043027249, | |
| "macro_r": 0.9388158842364303, | |
| "macro_f1": 0.9368767827656818, | |
| "tp": 11802, | |
| "fp": 713, | |
| "fn": 659 | |
| }, | |
| "overlap_iou50": { | |
| "micro_p": 0.9466240511386337, | |
| "micro_r": 0.9507262659497633, | |
| "micro_f1": 0.9486707238949392, | |
| "macro_p": 0.940069532431562, | |
| "macro_r": 0.943614449641548, | |
| "macro_f1": 0.9416725938109847, | |
| "tp": 11847, | |
| "fp": 668, | |
| "fn": 614 | |
| }, | |
| "per_class": { | |
| "TIME": { | |
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| "exact_f1": 0.9682080924855492 | |
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| "exact_f1": 0.9518332135154565 | |
| }, | |
| "EMAIL": { | |
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| "DRIVERLICENSE": { | |
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| "IP": { | |
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| } | |
| }, | |
| "leak_rate": 0.040205440975844636, | |
| "aligned_leak_rate": 0.011395554128882112, | |
| "over_masking_rate": 0.0027815281183699338, | |
| "well_formed_rate": 0.9865, | |
| "counts": { | |
| "gold_values": 12461, | |
| "leaked_gold_values": 501, | |
| "aligned_leaked_gold_occurrences": 142, | |
| "non_pii_characters": 725860, | |
| "changed_non_pii_characters": 2019, | |
| "well_formed_outputs": 1973 | |
| } | |
| } | |