End of training
Browse files- README.md +11 -12
- model.safetensors +1 -1
- tokenizer.json +6 -1
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Rouge1: 0.
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- Rouge2: 0.
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- Rougel: 0.
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- Rougelsum: 0.
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- Gen Len:
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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: 15
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- eval_batch_size: 15
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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: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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### Framework versions
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1628
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- Rouge1: 0.402
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- Rouge2: 0.162
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- Rougel: 0.286
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- Rougelsum: 0.2864
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- Gen Len: 99.9879
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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: 15
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- eval_batch_size: 15
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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: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| 2.7337 | 1.0 | 66 | 2.2892 | 0.32 | 0.1024 | 0.2173 | 0.2179 | 89.6048 |
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| 2.5608 | 2.0 | 132 | 2.1977 | 0.376 | 0.1413 | 0.2618 | 0.262 | 97.7863 |
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| 2.5009 | 3.0 | 198 | 2.1694 | 0.4009 | 0.1615 | 0.2846 | 0.285 | 99.9194 |
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| 2.4203 | 4.0 | 264 | 2.1628 | 0.402 | 0.162 | 0.286 | 0.2864 | 99.9879 |
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### Framework versions
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model.safetensors
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tokenizer.json
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training_args.bin
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