10 lines
501 B
Markdown
10 lines
501 B
Markdown
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datasets:
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- EleutherAI/the_pile_deduplicated
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pipeline_tag: text-generation
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library_name: transformers
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---
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# Pythia 1.4b Deduped with 8k Context Window
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This model fine-tunes Pythia 1.4b model with a context window of 8k tokens. With optimizations like Flash Attention & bitsandbytes, I could fit the model the entire model with a batch size of 1, on a single A100 (40 GB). The fine-tuning took ~30 hours, after which the loss was similar to that of fine-tuning at the context window of 2k tokens. |