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 A4/validation_metrics.json from Pritosh1/LLM_Assignment1-adapters: direct link, hf CLI and curl.
- Browser
- Download file 3.56 kB
-
https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A4/validation_metrics.json
- Command line
-
hf download hf://Pritosh1/LLM_Assignment1-adapters/A4/validation_metrics.json
-
curl -L -o validation_metrics.json https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A4/validation_metrics.json
3.56 kB
| { | |
| "system": "finetuned", | |
| "adapter": "adapters/A4", | |
| "test_set": "partA_validation", | |
| "n": 2000, | |
| "exact": { | |
| "micro_p": 0.946882773008104, | |
| "micro_r": 0.947034748415055, | |
| "micro_f1": 0.9469587546140266, | |
| "macro_p": 0.9413037548573998, | |
| "macro_r": 0.9383483998442353, | |
| "macro_f1": 0.9395865076372387, | |
| "tp": 11801, | |
| "fp": 662, | |
| "fn": 660 | |
| }, | |
| "overlap_iou50": { | |
| "micro_p": 0.9509748856615582, | |
| "micro_r": 0.9511275178557098, | |
| "micro_f1": 0.9510511956347296, | |
| "macro_p": 0.9460439196371637, | |
| "macro_r": 0.9430622431329948, | |
| "macro_f1": 0.944312858801687, | |
| "tp": 11852, | |
| "fp": 611, | |
| "fn": 609 | |
| }, | |
| "per_class": { | |
| "TIME": { | |
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| "exact_f1": 0.9597122302158273 | |
| }, | |
| "EMAIL": { | |
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| "DRIVERLICENSE": { | |
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| "BOD": { | |
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| } | |
| }, | |
| "leak_rate": 0.03956343792633015, | |
| "aligned_leak_rate": 0.010833801460556937, | |
| "over_masking_rate": 0.0022731656242250572, | |
| "well_formed_rate": 0.9875, | |
| "counts": { | |
| "gold_values": 12461, | |
| "leaked_gold_values": 493, | |
| "aligned_leaked_gold_occurrences": 135, | |
| "non_pii_characters": 725860, | |
| "changed_non_pii_characters": 1650, | |
| "well_formed_outputs": 1975 | |
| } | |
| } | |