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 A1/validation_metrics.json from Pritosh1/LLM_Assignment1-adapters: direct link, hf CLI and curl.
- Browser
- Download file 3.54 kB
-
https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A1/validation_metrics.json
- Command line
-
hf download hf://Pritosh1/LLM_Assignment1-adapters/A1/validation_metrics.json
-
curl -L -o validation_metrics.json https://huggingface.co/Pritosh1/LLM_Assignment1-adapters/resolve/main/A1/validation_metrics.json
3.54 kB
| { | |
| "system": "finetuned", | |
| "adapter": "adapters/A1", | |
| "test_set": "partA_validation", | |
| "n": 2000, | |
| "exact": { | |
| "micro_p": 0.8951859603928514, | |
| "micro_r": 0.8923842388251344, | |
| "micro_f1": 0.8937829039906764, | |
| "macro_p": 0.8897972520503108, | |
| "macro_r": 0.8801378616349325, | |
| "macro_f1": 0.8843144552661195, | |
| "tp": 11120, | |
| "fp": 1302, | |
| "fn": 1341 | |
| }, | |
| "overlap_iou50": { | |
| "micro_p": 0.9029946868459185, | |
| "micro_r": 0.9001685258004976, | |
| "micro_f1": 0.9015793915524656, | |
| "macro_p": 0.8984024281965688, | |
| "macro_r": 0.8885924481532385, | |
| "macro_f1": 0.8928389722540698, | |
| "tp": 11217, | |
| "fp": 1205, | |
| "fn": 1244 | |
| }, | |
| "per_class": { | |
| "TIME": { | |
| "p": 0.9418493803622497, | |
| "r": 0.9564375605033882, | |
| "f1": 0.9490874159462056, | |
| "support": 1033, | |
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| "exact_r": 0.9438528557599225, | |
| "exact_f1": 0.9365994236311239 | |
| }, | |
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| "exact_p": 0.8866120218579235, | |
| "exact_r": 0.9311334289813487, | |
| "exact_f1": 0.9083275017494753 | |
| }, | |
| "EMAIL": { | |
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| "exact_p": 0.959375, | |
| "exact_r": 0.956386292834891, | |
| "exact_f1": 0.9578783151326054 | |
| }, | |
| "SOCIALNUMBER": { | |
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| "exact_r": 0.8896321070234113, | |
| "exact_f1": 0.8735632183908046 | |
| }, | |
| "IDCARD": { | |
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| }, | |
| "LASTNAME1": { | |
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| "exact_r": 0.8312611012433393, | |
| "exact_f1": 0.8246696035242291 | |
| }, | |
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| "exact_r": 0.8311926605504587, | |
| "exact_f1": 0.7898866608544027 | |
| }, | |
| "DRIVERLICENSE": { | |
| "p": 0.90625, | |
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| "exact_f1": 0.8298829882988299 | |
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| "BOD": { | |
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| "IP": { | |
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| "exact_f1": 0.9768339768339768 | |
| } | |
| }, | |
| "leak_rate": 0.04734772490169328, | |
| "aligned_leak_rate": 0.01845758767354145, | |
| "over_masking_rate": 0.0052902763618328606, | |
| "well_formed_rate": 0.9645, | |
| "counts": { | |
| "gold_values": 12461, | |
| "leaked_gold_values": 590, | |
| "aligned_leaked_gold_occurrences": 230, | |
| "non_pii_characters": 725860, | |
| "changed_non_pii_characters": 3840, | |
| "well_formed_outputs": 1929 | |
| } | |
| } | |