Training in progress, step 500
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README.md
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base_model: zhihan1996/DNA_bert_6
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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: output
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results: []
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# output
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This model is a fine-tuned version of [zhihan1996/DNA_bert_6](https://huggingface.co/zhihan1996/DNA_bert_6) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3621
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- Accuracy: 0.8538
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- Precision: 0.8812
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- Recall: 0.8210
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- F1: 0.8500
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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|:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
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| 0.5241 | 0.3946 | 500 | 0.4448 | 0.7869 | 0.8057 | 0.7614 | 0.7829 |
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| 0.4126 | 0.7893 | 1000 | 0.3896 | 0.8129 | 0.8379 | 0.7802 | 0.8080 |
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| 0.3527 | 1.1839 | 1500 | 0.3613 | 0.8367 | 0.8267 | 0.8558 | 0.8410 |
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| 0.3209 | 1.5785 | 2000 | 0.3744 | 0.8322 | 0.8702 | 0.7846 | 0.8252 |
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| 0.3075 | 1.9732 | 2500 | 0.3244 | 0.8545 | 0.8673 | 0.8403 | 0.8535 |
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| 0.2526 | 2.3678 | 3000 | 0.3407 | 0.8539 | 0.8595 | 0.8495 | 0.8544 |
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| 0.2512 | 2.7624 | 3500 | 0.3621 | 0.8538 | 0.8812 | 0.8210 | 0.8500 |
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### Framework versions
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base_model: zhihan1996/DNA_bert_6
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tags:
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- generated_from_trainer
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model-index:
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- name: output
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results: []
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# output
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This model is a fine-tuned version of [zhihan1996/DNA_bert_6](https://huggingface.co/zhihan1996/DNA_bert_6) on an unknown dataset.
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## Model description
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### Training results
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### Framework versions
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model.safetensors
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runs/Oct18_19-38-37_aura.fi.muni.cz/events.out.tfevents.1729273123.aura.fi.muni.cz.868676.1
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training_args.bin
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