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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: austindavis/gpt2-pretrained-lichess-uci |
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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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# gpt2-pretrained-lichess-uci-finetuned-lichess-uci |
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This model is a Pretrained GPT-2 trained on an the Lichess UCI dataset from Feb 2013. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.3084 |
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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: 0.0002 |
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- train_batch_size: 16 |
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- eval_batch_size: 8 |
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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: cosine |
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- num_epochs: 6 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 1.6794 | 1.0 | 4099 | 1.5886 | |
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| 1.5251 | 2.0 | 8198 | 1.4533 | |
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| 1.429 | 3.0 | 12297 | 1.3812 | |
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| 1.3611 | 4.0 | 16396 | 1.3369 | |
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| 1.3108 | 5.0 | 20495 | 1.3135 | |
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| 1.2809 | 6.0 | 24594 | 1.3084 | |
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### Framework versions |
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- Transformers 4.40.1 |
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- Pytorch 2.3.0 |
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- Datasets 2.19.1 |
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- Tokenizers 0.19.1 |
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