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--- |
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tags: |
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- generated_from_trainer |
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datasets: |
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- scrolls |
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model-index: |
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- name: longt5_xl_govreport_4096_e20 |
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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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# longt5_xl_govreport_4096_e20 |
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This model was trained from scratch on the scrolls dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.8161 |
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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: 0.001 |
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- train_batch_size: 4 |
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- eval_batch_size: 4 |
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- seed: 42 |
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- gradient_accumulation_steps: 64 |
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- total_train_batch_size: 256 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: constant |
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- num_epochs: 5.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 0.1889 | 1.0 | 68 | 2.5570 | |
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| 0.1497 | 1.99 | 136 | 2.7092 | |
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| 0.1187 | 2.99 | 204 | 3.0667 | |
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| 0.1151 | 3.99 | 272 | 2.9945 | |
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| 0.1545 | 4.99 | 340 | 2.8161 | |
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### Framework versions |
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- Transformers 4.34.0.dev0 |
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- Pytorch 2.0.1+cu117 |
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- Datasets 2.14.5 |
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- Tokenizers 0.13.3 |
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