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--- |
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library_name: transformers |
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license: apache-2.0 |
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base_model: alex-miller/ODABert |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: climate-percentage-regression |
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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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# climate-percentage-regression |
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This model is a fine-tuned version of [alex-miller/ODABert](https://huggingface.co/alex-miller/ODABert) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0558 |
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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: 2e-06 |
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- train_batch_size: 24 |
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- eval_batch_size: 24 |
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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: 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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| 0.1077 | 1.0 | 77 | 0.0958 | |
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| 0.0804 | 2.0 | 154 | 0.0669 | |
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| 0.058 | 3.0 | 231 | 0.0587 | |
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| 0.0515 | 4.0 | 308 | 0.0572 | |
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| 0.0487 | 5.0 | 385 | 0.0566 | |
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| 0.0469 | 6.0 | 462 | 0.0565 | |
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| 0.045 | 7.0 | 539 | 0.0559 | |
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| 0.0433 | 8.0 | 616 | 0.0556 | |
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| 0.0424 | 9.0 | 693 | 0.0558 | |
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| 0.0415 | 10.0 | 770 | 0.0558 | |
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### Framework versions |
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- Transformers 4.44.2 |
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- Pytorch 2.4.0+cu121 |
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- Datasets 3.0.0 |
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- Tokenizers 0.19.1 |
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