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  # HFMC
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- HFMC stands for "Hugging Face Model Configs." This dataset has over 30k json model configs from Hugging Face. We used the [Hugging Face API](https://huggingface.co/docs/hub/api) to scrape each one.
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  ## Stats
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- ### Using GPT2s Tokenizer
 
 
 
 
 
 
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- ### Using an In-Domain tokenizer (`vocab_size`=50256)
 
 
 
 
 
 
 
 
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  # HFMC
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+ HFMC stands for "Hugging Face Model Configs." This dataset has over 7k json model configs from Hugging Face. We used the [Hugging Face API](https://huggingface.co/docs/hub/api) to scrape each one.
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  ## Stats
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+ | Metric | Value |
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+ |---------------------------------------------------------------|-----------|
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+ | Tokens ([gpt2](https://huggingface.co/openai-community/gpt2)) | 7,117,346 |
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+ | Entries | 18,781 |
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+ | Tokens/Entry (med) | 318 |
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+ | Words | 1,420,637 |
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+ | Words/Entry (med) | 62 |
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+ ## Cleaning
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+ We deduped, filtered via lang (only English), and length (1024 tokens using an in-domain tokenizer).
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+ ## Use Cases
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+ 1. Pretraining or fine-tuning small models.
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+ 2. Including in a much larger dataset for coverage