Kimata/roberta-rawtext
Browse files- README.md +11 -32
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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base_model: roberta-base
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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- precision
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- recall
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- f1
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model-index:
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- name: results
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results: []
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Roc Auc |
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| 0.1227 | 0.2 | 50 | 0.2116 | 0.935 | 0.9392 | 0.935 | 0.9338 | 0.9937 |
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| 0.0744 | 0.4 | 100 | 0.0989 | 0.97 | 0.9705 | 0.97 | 0.9698 | 0.9960 |
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| 0.0715 | 0.6 | 150 | 0.0651 | 0.982 | 0.9820 | 0.982 | 0.9820 | 0.9977 |
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| 0.1218 | 0.8 | 200 | 0.1539 | 0.9555 | 0.9590 | 0.9555 | 0.9559 | 0.9961 |
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| 0.0709 | 1.0 | 250 | 0.0528 | 0.9855 | 0.9855 | 0.9855 | 0.9855 | 0.9989 |
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| 0.0602 | 1.2 | 300 | 0.0986 | 0.978 | 0.9782 | 0.978 | 0.9779 | 0.9986 |
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| 0.034 | 1.4 | 350 | 0.0687 | 0.9835 | 0.9835 | 0.9835 | 0.9835 | 0.9986 |
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| 0.0137 | 1.6 | 400 | 0.0613 | 0.9845 | 0.9845 | 0.9845 | 0.9845 | 0.9989 |
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| 0.047 | 1.8 | 450 | 0.0472 | 0.9895 | 0.9895 | 0.9895 | 0.9895 | 0.9991 |
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| 0.0617 | 2.0 | 500 | 0.0497 | 0.9885 | 0.9885 | 0.9885 | 0.9885 | 0.9991 |
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| 0.0513 | 2.2 | 550 | 0.0534 | 0.987 | 0.9870 | 0.987 | 0.9870 | 0.9992 |
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| 0.0269 | 2.4 | 600 | 0.0467 | 0.9885 | 0.9885 | 0.9885 | 0.9885 | 0.9993 |
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| 0.001 | 2.6 | 650 | 0.0509 | 0.987 | 0.9870 | 0.987 | 0.9870 | 0.9994 |
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| 0.0195 | 2.8 | 700 | 0.0521 | 0.9895 | 0.9895 | 0.9895 | 0.9895 | 0.9992 |
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| 0.0011 | 3.0 | 750 | 0.0528 | 0.9885 | 0.9885 | 0.9885 | 0.9885 | 0.9992 |
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### Framework versions
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- Transformers 4.53.3
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base_model: roberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: results
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results: []
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.0172
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- eval_accuracy: 0.9968
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- eval_precision: 0.9968
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- eval_recall: 0.9968
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- eval_f1: 0.9968
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- eval_roc_auc: 0.9999
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- eval_runtime: 273.0945
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- eval_samples_per_second: 133.046
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- eval_steps_per_second: 4.16
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- epoch: 2.8622
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- step: 13000
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Framework versions
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- Transformers 4.53.3
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model.safetensors
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training_args.bin
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