End of training
Browse files- README.md +11 -26
- model.safetensors +1 -1
- runs/Jan19_15-28-34_fd24580f6931/events.out.tfevents.1705678117.fd24580f6931.1220.9 +3 -0
- runs/Jan19_15-34-48_fd24580f6931/events.out.tfevents.1705678491.fd24580f6931.1220.10 +3 -0
- runs/Jan19_15-35-25_fd24580f6931/events.out.tfevents.1705678528.fd24580f6931.1220.11 +3 -0
- training_args.bin +1 -1
README.md
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base_model: distilbert-base-cased
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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model-index:
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- name: DIALOGUE_second_model
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results: []
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This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) 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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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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| 1.3504 | 0.31 | 15 | 1.1938 | 0.7324 | 0.5921 | 0.5808 | 0.5921 |
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| 1.034 | 0.62 | 30 | 0.8600 | 0.7407 | 0.7105 | 0.7154 | 0.7105 |
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| 0.6745 | 0.94 | 45 | 0.6597 | 0.7670 | 0.7632 | 0.7643 | 0.7632 |
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| 0.5462 | 1.25 | 60 | 0.6939 | 0.7536 | 0.75 | 0.7432 | 0.75 |
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| 0.5193 | 1.56 | 75 | 0.5183 | 0.7839 | 0.7763 | 0.7787 | 0.7763 |
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| 0.3645 | 1.88 | 90 | 0.5712 | 0.8512 | 0.8421 | 0.8431 | 0.8421 |
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| 0.3355 | 2.19 | 105 | 0.6389 | 0.7836 | 0.7763 | 0.7750 | 0.7763 |
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| 0.3992 | 2.5 | 120 | 0.5821 | 0.8180 | 0.8158 | 0.8160 | 0.8158 |
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| 0.2971 | 2.81 | 135 | 0.5652 | 0.8647 | 0.8553 | 0.8558 | 0.8553 |
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### Framework versions
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base_model: distilbert-base-cased
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tags:
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- generated_from_trainer
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model-index:
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- name: DIALOGUE_second_model
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results: []
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This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 1.0869
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- eval_precision: 0.8180
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- eval_recall: 0.8158
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- eval_f1: 0.8160
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- eval_accuracy: 0.8158
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- eval_runtime: 6.0635
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- eval_samples_per_second: 12.534
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- eval_steps_per_second: 1.649
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- epoch: 9.17
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- step: 440
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 15
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### Framework versions
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model.safetensors
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training_args.bin
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