harshal-11
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End of training
Browse files- README.md +3 -23
- training_args.bin +2 -2
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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- f1
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- precision
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- recall
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model-index:
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- name: results
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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 an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2762
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- Accuracy: 0.7751
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- F1: 0.5205
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- Precision: 0.5180
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- Recall: 0.5235
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size:
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- eval_batch_size:
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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: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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| 0.0829 | 1.0 | 612 | 1.0975 | 0.7771 | 0.6970 | 0.6937 | 0.7030 |
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| 0.0937 | 2.0 | 1224 | 1.2088 | 0.7800 | 0.5233 | 0.5252 | 0.5219 |
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| 0.0626 | 3.0 | 1836 | 1.2762 | 0.7751 | 0.5205 | 0.5180 | 0.5235 |
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### Framework versions
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- Transformers 4.40.1
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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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# results
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 16
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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: 3
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### Framework versions
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- Transformers 4.40.1
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training_args.bin
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size
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size 4984
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