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gpt2-pretrained-lichess-uci
austindavis/gpt2-pretrained-lichess-uci
gpt2-pretrained-lichess-uci is a text generation model from austindavis. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- May 8, 2024
- Updated
- May 9, 2024
- SHA
- 74da3c93
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
gpt2-pretrained-lichess-uci-finetuned-lichess-uci
This model is a Pretrained GPT-2 trained on an the Lichess UCI dataset from Feb 2013. It achieves the following results on the evaluation set:
- Loss: 1.3084
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6794 | 1.0 | 4099 | 1.5886 |
| 1.5251 | 2.0 | 8198 | 1.4533 |
| 1.429 | 3.0 | 12297 | 1.3812 |
| 1.3611 | 4.0 | 16396 | 1.3369 |
| 1.3108 | 5.0 | 20495 | 1.3135 |
| 1.2809 | 6.0 | 24594 | 1.3084 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.3.0
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- May 8, 2024
- Updated
- May 9, 2024