Instructions to use rafmacalaba/gliner_datause with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER
How to use rafmacalaba/gliner_datause with GLiNER:
from gliner import GLiNER model = GLiNER.from_pretrained("rafmacalaba/gliner_datause") - Notebooks
- Google Colab
- Kaggle
| { | |
| "labels": [ | |
| "NAMED_DATA", | |
| "DESCRIPTIVE_DATA", | |
| "VAGUE_DATA" | |
| ], | |
| "rows": [ | |
| { | |
| "thr": 0.1, | |
| "tp": 7147, | |
| "fp": 5212, | |
| "fn": 199, | |
| "precision": 0.5782830326078162, | |
| "recall": 0.9729104274435066, | |
| "f05": 0.6293367616498187, | |
| "f1": 0.7253996447602131 | |
| }, | |
| { | |
| "thr": 0.2, | |
| "tp": 7082, | |
| "fp": 3928, | |
| "fn": 264, | |
| "precision": 0.6432334241598546, | |
| "recall": 0.9640620745984209, | |
| "f05": 0.6890981979527497, | |
| "f1": 0.7716278056221398 | |
| }, | |
| { | |
| "thr": 0.3, | |
| "tp": 7017, | |
| "fp": 3234, | |
| "fn": 329, | |
| "precision": 0.6845185835528241, | |
| "recall": 0.9552137217533352, | |
| "f05": 0.7256463288521199, | |
| "f1": 0.7975223049383416 | |
| }, | |
| { | |
| "thr": 0.4, | |
| "tp": 6901, | |
| "fp": 2549, | |
| "fn": 445, | |
| "precision": 0.7302645502645503, | |
| "recall": 0.9394228151374898, | |
| "f05": 0.7642980551986888, | |
| "f1": 0.8217432722076685 | |
| }, | |
| { | |
| "thr": 0.5, | |
| "tp": 6704, | |
| "fp": 1874, | |
| "fn": 642, | |
| "precision": 0.7815341571461879, | |
| "recall": 0.9126054995916145, | |
| "f05": 0.8046473666522637, | |
| "f1": 0.8419994976136649 | |
| }, | |
| { | |
| "thr": 0.6, | |
| "tp": 6212, | |
| "fp": 1196, | |
| "fn": 1134, | |
| "precision": 0.8385529157667386, | |
| "recall": 0.8456302749795808, | |
| "f05": 0.8399588944777976, | |
| "f1": 0.8420767249559441 | |
| }, | |
| { | |
| "thr": 0.7, | |
| "tp": 4923, | |
| "fp": 645, | |
| "fn": 2423, | |
| "precision": 0.8841594827586207, | |
| "recall": 0.6701606316362646, | |
| "f05": 0.8310824498615706, | |
| "f1": 0.7624283723091219 | |
| } | |
| ], | |
| "best_f05": { | |
| "thr": 0.6, | |
| "tp": 6212, | |
| "fp": 1196, | |
| "fn": 1134, | |
| "precision": 0.8385529157667386, | |
| "recall": 0.8456302749795808, | |
| "f05": 0.8399588944777976, | |
| "f1": 0.8420767249559441 | |
| }, | |
| "best_f1": { | |
| "thr": 0.6, | |
| "tp": 6212, | |
| "fp": 1196, | |
| "fn": 1134, | |
| "precision": 0.8385529157667386, | |
| "recall": 0.8456302749795808, | |
| "f05": 0.8399588944777976, | |
| "f1": 0.8420767249559441 | |
| } | |
| } |