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gustavokpc/IC_10
IC_10 is a text classification model from gustavokpc. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
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 bert-large-uncased on an unknown dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
| Train Loss | Train Accuracy | Train F1 M | Train Precision M | Train Recall M | Validation Loss | Validation Accuracy | Validation F1 M | Validation Precision M | Validation Recall M | Epoch |
|---|---|---|---|---|---|---|---|---|---|---|
| 0.4941 | 0.7625 | 0.4930 | 0.3937 | 0.7597 | 0.3258 | 0.8608 | 0.5445 | 0.3975 | 0.9062 | 0 |
| 0.2861 | 0.8881 | 0.5436 | 0.3975 | 0.9163 | 0.2484 | 0.8925 | 0.5735 | 0.4141 | 0.9729 | 1 |
| 0.2029 | 0.9272 | 0.5530 | 0.4014 | 0.9460 | 0.2034 | 0.9169 | 0.5533 | 0.4020 | 0.9314 | 2 |
| 0.1480 | 0.9475 | 0.5520 | 0.4012 | 0.9488 | 0.2172 | 0.9222 | 0.5650 | 0.4062 | 0.9732 | 3 |
| 0.1161 | 0.9598 | 0.5549 | 0.4023 | 0.9600 | 0.2588 | 0.9109 | 0.5664 | 0.4076 | 0.9706 | 4 |
| 0.0916 | 0.9665 | 0.5575 | 0.4033 | 0.9647 | 0.2673 | 0.9156 | 0.5573 | 0.4013 | 0.9574 | 5 |
| 0.0756 | 0.9729 | 0.5577 | 0.4039 | 0.9673 | 0.2783 | 0.9208 | 0.5605 | 0.4027 | 0.9687 | 6 |