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Checkpoints related to experiments on training a character level language model on enwik8 data.
- Originally forked from Karpathy's NanoGPT, available here - (https://github.com/karpathy/nanoGPT)
- Original enwik8 dataset available here - (https://huggingface.co/datasets/LTCB/enwik8)
- Subclass categorization of enwik8 data available here - (https://huggingface.co/datasets/Shivamkak/enwik8-categories16)
The checkpoints uploaded achieved the following BPC:
- BASE - 1.430
- DEEP - 1.359
- TIPA - 1.460
- SUBCLASS-SCIENCE - 1.075 ** (top performance)
- POST-TRAIN-SCIENCE - 1.417
- SUBCLASS-PHHILOSOPHY - 1.126
- POST-TRAIN-PHILOSOPHY - 1.390
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