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Training completed!
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README.md
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base_model: distilbert-base-uncased
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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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model-index:
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- name: distilbert-base-uncased-finetuned-clinc
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results: []
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# distilbert-base-uncased-finetuned-clinc
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7872
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- Accuracy: 0.9206
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 4.3047 | 1.0 | 318 | 3.2931 | 0.7255 |
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| 2.6448 | 2.0 | 636 | 1.8849 | 0.8526 |
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| 1.5652 | 3.0 | 954 | 1.1702 | 0.8897 |
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| 1.0288 | 4.0 | 1272 | 0.8717 | 0.9145 |
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| 0.8145 | 5.0 | 1590 | 0.7872 | 0.9206 |
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### Framework versions
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- Transformers 4.38.1
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base_model: distilbert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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- name: distilbert-base-uncased-finetuned-clinc
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results: []
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# distilbert-base-uncased-finetuned-clinc
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Framework versions
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- Transformers 4.38.1
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model.safetensors
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runs/Mar01_07-26-40_b77f30c83fe5/events.out.tfevents.1709278011.b77f30c83fe5.955.2
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training_args.bin
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