End of training
Browse files- README.md +24 -7
- pytorch_model.bin +1 -1
- tokenizer.json +2 -14
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [deepset/gbert-base](https://huggingface.co/deepset/gbert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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## Model description
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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:
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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:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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### Framework versions
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This model is a fine-tuned version of [deepset/gbert-base](https://huggingface.co/deepset/gbert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.4845
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## Model description
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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: 64
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- eval_batch_size: 64
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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: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.4514 | 1.0 | 17 | 2.7126 |
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| 2.8858 | 2.0 | 34 | 2.2124 |
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| 2.6941 | 3.0 | 51 | 2.7717 |
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| 2.704 | 4.0 | 68 | 2.8004 |
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| 2.5674 | 5.0 | 85 | 2.9648 |
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| 2.4679 | 6.0 | 102 | 2.3775 |
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| 2.4074 | 7.0 | 119 | 2.2347 |
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| 2.4651 | 8.0 | 136 | 2.6914 |
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| 2.3944 | 9.0 | 153 | 2.1919 |
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| 2.4347 | 10.0 | 170 | 2.5820 |
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| 2.4214 | 11.0 | 187 | 2.6333 |
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| 2.3458 | 12.0 | 204 | 2.4690 |
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| 2.3471 | 13.0 | 221 | 2.1549 |
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| 2.3521 | 14.0 | 238 | 2.8202 |
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| 2.4039 | 15.0 | 255 | 3.3286 |
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| 2.3449 | 16.0 | 272 | 2.4369 |
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| 2.329 | 17.0 | 289 | 2.1589 |
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| 2.3293 | 18.0 | 306 | 1.9620 |
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| 2.2919 | 19.0 | 323 | 2.3828 |
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| 2.3209 | 20.0 | 340 | 2.2413 |
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### Framework versions
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pytorch_model.bin
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tokenizer.json
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{
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"max_length": 512,
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"strategy": "LongestFirst",
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"stride": 0
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"padding": {
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"strategy": "BatchLongest",
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"direction": "Right",
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"pad_to_multiple_of": null,
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"pad_id": 0,
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"pad_type_id": 0,
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"pad_token": "[PAD]"
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"added_tokens": [
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training_args.bin
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size 4027
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size 4027
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