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roscazo/DISO_SINAI_test1
DISO_SINAI_test1 is a token classification model from roscazo. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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From the Hugging Face model README
This model is a fine-tuned version of chizhikchi/Spanish_disease_finder on the None dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Diso Precision | Diso Recall | Diso F1 | Diso Number | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.0629 | 1.0 | 2799 | 0.0573 | 0.8315 | 0.8014 | 0.8162 | 4552 | 0.8315 | 0.8014 | 0.8162 | 0.9813 |
| 0.0429 | 2.0 | 5598 | 0.0622 | 0.8228 | 0.8264 | 0.8246 | 4552 | 0.8228 | 0.8264 | 0.8246 | 0.9815 |
| 0.0299 | 3.0 | 8397 | 0.0689 | 0.8217 | 0.8251 | 0.8234 | 4552 | 0.8217 | 0.8251 | 0.8234 | 0.9814 |
| 0.0214 | 4.0 | 11196 | 0.0807 | 0.8260 | 0.8247 | 0.8253 | 4552 | 0.8260 | 0.8247 | 0.8253 | 0.9815 |