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[Bug] Inconsistent model Cache naming causes duplicate downloads #2592

@Sneakr

Description

@Sneakr

Description:
Unsloth downloads models from HuggingFace using all lowercase names (e.g., meta-llama-3-70b-instruct), while Hugging Face Transformers uses the original casing (e.g., Meta-Llama-3-70B-Instruct).

Issue:

  • This causes the same model to be downloaded twice.
  • One version by Unsloth, another by AutoModel or other HF tools.

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