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--- |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bloom-560m-finetuned-liability-700_length-QA5 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# bloom-560m-finetuned-liability-700_length-QA5 |
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This model was trained from scratch on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.9256 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 3e-06 |
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- train_batch_size: 2 |
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- eval_batch_size: 2 |
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- seed: 42 |
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- gradient_accumulation_steps: 8 |
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- total_train_batch_size: 16 |
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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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- lr_scheduler_warmup_ratio: 0.1 |
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- num_epochs: 10 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 0.2939 | 0.98 | 29 | 1.5512 | |
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| 0.3478 | 2.0 | 59 | 1.5154 | |
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| 0.3055 | 2.98 | 88 | 1.4945 | |
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| 0.2324 | 4.0 | 118 | 1.5501 | |
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| 0.1853 | 4.98 | 147 | 1.7230 | |
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| 0.1676 | 6.0 | 177 | 1.7146 | |
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| 0.1483 | 6.98 | 206 | 1.8510 | |
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| 0.121 | 8.0 | 236 | 1.8573 | |
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| 0.1115 | 8.98 | 265 | 1.9207 | |
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| 0.0641 | 9.83 | 290 | 1.9256 | |
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### Framework versions |
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- Transformers 4.28.1 |
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- Pytorch 2.0.0+cu118 |
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- Datasets 2.11.0 |
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- Tokenizers 0.13.3 |
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