(tidZddlZddlmZmZddlZddlmZmZm Z ddl m Z m Z ddl mZmZmZmZmZmZmZmZmZmZmZddlmZmZeee Zee Zej>d eDcic]}||c}e Z!ee dzejDd d jGed eefZ$edZ%e%jMdgddddddddejNdf dedededee dzejDdfdee!dzejDdfdede$deded dfd!Z(e%jMd"d#d$gddejNdfd%ee ejRd&fd'ede$deded df d(Z*ycc}w))aContains commands to interact with models on the Hugging Face Hub. Usage: # list models on the Hub hf models ls # list models with a search query hf models ls --search "llama" # get info about a model hf models info Lightricks/LTX-2 N) Annotatedget_args)CLIErrorRepositoryNotFoundErrorRevisionNotFoundError)ExpandModelProperty_T ModelSort_T) AuthorOpt FilterOptFormatWithAutoOptLimitOpt RevisionOpt SearchOptTokenOptapi_object_to_dict get_hf_apimake_expand_properties_parser typer_factory)OutputFormatWithAutoout ModelSortEnum)typezComma-separated properties to return. When used, only the listed properties (and id) are returned. Example: '--expand=downloads,likes,tags'. Valid: z, .)helpcallbackz Interact with models on the Hub.)rz list | ls)z(hf models ls --sort downloads --limit 10z1hf models ls --search "llama" --author meta-llamaz:hf models ls --num-parameters min:6B,max:128B --sort likes)examples searchauthorfilternum_parametersz2Filter by parameter count, e.g. 'min:6B,max:128B'.sortz Sort results.limitexpandformattokenreturnc t|} |r |jnd} | j||||| ||D cgc] } t| } } t j | ycc} w)zList models on the Hub.r'N)r!r rr"r#r$r%)rvalue list_modelsrrtable) rr r!r"r#r$r%r&r'apisort_key model_inforesultss i/Volumes/fast/ai/experiments/MLX_z-image/.venv/lib/python3.12/site-packages/huggingface_hub/cli/models.py models_lsr3Ds|4 5 !C!tzztH//)*   J :&  IIg sA!infoz/hf models info meta-llama/Llama-3.2-1B-InstructzrQs  & [[E    /H%:;<%  /-+H-QAqD-+HsS  $JELLdeienenoAeBdCCDE./AB   B C     4 9 9        d  NO Q   /* ,            !  F  9F! 4 9 9 ^U^^1\]]^       C,Is. F