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* fix: forward download kwargs in HF patcher snapshot_download calls Honor local_files_only, cache_dir, token, and revision/code_revision when resolving from_pretrained and cross-repo auto_map dynamic modules. Co-authored-by: Cursor <cursoragent@cursor.com> * style: fix yapf/flake8 formatting in hf util tests Co-authored-by: Cursor <cursoragent@cursor.com> * style: yapf format legacy cache reuse helpers Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: suluyan <suluyan.sly@aliabab-inc.com> Co-authored-by: Cursor <cursoragent@cursor.com>