^j'(*dZddlZddlmZmZddlZddlmZmZm Z ddl m Z m Z ddl mZddlmZdd lmZmZmZmZmZmZmZmZmZmZmZdd lmZdd lm Z m!Z!dd l"m#Z#m$Z$e%ee Z&ee Z'ejPd e'Dcic]}||c}e)Z*ejPde%eeDcic]}||c}e)Z+ee)dze!ddjYe&dee&fZ-edZ.e.j_dgddddddddddddeddddddfdee)dze dfdedededee)dze!d d!fd"ee0dze!d#d$fd%ee1e)dze!d&d'fd(ee)dze!d)fd*ee1e)dze!d+ee+d,-fd.ee0e!d/d0fd1ee*dze!d2fd3ed4e-d5ee0e!d6d7d8fd9ee0e!d:d;fdd?fd@edAedBdf&dCZ2e.j_dDdEdFg dSdGee)e dHfd@ed4e-dAedBdf dIZ3e.j_dJgdK dTdGee)e dHfdLee0e!dMdNfdOee0e!dPdQfdAedBdf dRZ4ycc}wcc}w)UzBContains commands to interact with models on the Hugging Face Hub.N) Annotatedget_args)CLIErrorRepositoryNotFoundErrorRevisionNotFoundError)ExpandModelProperty_T ModelSort_T) PROVIDER_T) ModelCard) REPO_LIST_DEFAULT_LIMIT AuthorOpt FilterOptLimitOpt RevisionOpt SearchOpt SoftChoiceTokenOpt get_hf_apimake_expand_properties_parser typer_factory)list_repo_files_cmd)ArgumentOption)_dataclass_to_dictout ModelSortEnum)typeInferenceProviderEnumzComma-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.)r!z list | ls) z(hf models ls --sort downloads --limit 10z1hf models ls --search "llama" --author meta-llamaz2hf models ls --pipeline-tag text-generation --warmz:hf models ls --num-parameters min:6B,max:128B --sort likesz'hf models ls --no-gated --author googlez)hf models ls --apps llama.cpp --apps vllmz?hf models ls --inference-provider fireworks-ai --sort downloadsz"hf models ls --warm --search llamaz-hf models ls meta-llama/Llama-3.2-1B-Instructz0hf models ls meta-llama/Llama-3.2-1B-Instruct -Rz7hf models ls meta-llama/Llama-3.2-1B-Instruct --tree -h)examplesFrepo_idzRModel ID (e.g. `username/repo-name`) to list files from. If omitted, lists models.searchauthorfilter pipeline_tagz--pipeline-tagz>Filter by pipeline tag (canonical task), e.g. 'summarization'.gatedz--gated/--no-gatedzRFilter by gated status. '--gated' for gated only, '--no-gated' for non-gated only.appsz--appszAFilter by app(s) that can run the model, e.g. 'ollama' or 'vllm'.num_parametersz2Filter by parameter count, e.g. 'min:6B,max:128B'.inference_providerz--inference-providerzGFilter by inference provider(s) serving the model, e.g. 'fireworks-ai'.) click_typer!warmz--warmzEOnly list models currently served by at least one inference provider.sortz Sort results.limitexpandhuman_readablez--human-readablez-hz=Show sizes in human readable format (only for listing files).as_treez--treez3List files in tree format (only for listing files). recursivez --recursivez-Rz0List files recursively (only for listing files).revisiontokenreturncb|-|tjd|tjd|tjd|tjd|tjd|tjd|tjd|tjd | rtjd | tjd | tk7rtjd | tjd t|d| ||||S|rtjd|rtjd| rtjd|tjd| r|tjdt |}| r | j nd}|j |||||||| rdnd||| |  Dcgc] }t|}}tj||| r| stjdyyycc}w)zList models on the Hub, or files in a model repo. When called with no argument, lists models on the Hub. When called with a model ID, lists files in that model repo. Nz'Cannot use --search when listing files.z'Cannot use --author when listing files.z'Cannot use --filter when listing files.z-Cannot use --pipeline-tag when listing files.z1Cannot use --gated/--no-gated when listing files.z%Cannot use --apps when listing files.z/Cannot use --num-parameters when listing files.z3Cannot use --inference-provider when listing files.z%Cannot use --warm when listing files.z%Cannot use --sort when listing files.z&Cannot use --limit when listing files.z'Cannot use --expand when listing files.model)r$ repo_typer2r3r4r5r6z&Cannot use --tree when listing models.z+Cannot use --recursive when listing models.z0Cannot use --human-readable when listing models.z*Cannot use --revision when listing models.z5Cannot use --warm together with --inference-provider.r6r.) r'r&r%r(r)r*r+ inferencer,r/r0r1zsUse `--expand inferenceProviderMapping` to see which provider serves each model and the provider-specific model id.) click BadParameterr rrvalue list_modelsrrtablehint)r$r%r&r'r(r)r*r+r,r.r/r0r1r2r3r4r5r6apisort_key model_inforesultss e/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/huggingface_hub/cli/models.py models_lsrH@shb  $$%NO O  $$%NO O  $$%NO O  #$$%TU U  $$%XY Y  $$%LM M  %$$%VW W  )$$%Z[ [ $$%LM M  $$%LM M + +$$%MN N  $$%NO O")    !IJJ  !NOO  !STT  !MNN ".  !XYY 5 !C!tzztH//%) $f$1*    :&G"IIg&$  B 9?$%s%H,infoz/hf models info meta-llama/Llama-3.2-1B-Instructz>(% 0D ""$%    'z1`ab)NNN)FFN)5__doc__enumtypingrrr=huggingface_hub.errorsrrrhuggingface_hub.hf_apirr $huggingface_hub.inference._providersr huggingface_hub.repocardr _cli_utilsr rrrrrrrrrr _file_listingr _frameworkrr_outputrrsorted_EXPAND_PROPERTIES _SORT_OPTIONSEnumstrrrjoin ExpandOpt models_clicommandboollistrHrNrW)sps00rGrqsI & [[E;.    /(,H%:;<%  /-+HQAqD+HsS ! F8J3G,HIqadIPS $J deienenoAeBdCCDE./AB   B C   (        -    uE  d jk mE  E  E  E  d &fg iE   t  e   E &  S Dxab d 'E . d HI K/E 6" S D "!"78Z  7E F  xef h GE N O$ & OE V WE X YE Z !4.mn p[E b xST VcE j }d)[\ ^kE rsE t uE v wE ! E P  9F! X+VWWX     "  gl_d cX+VWWXcf\8abbcc D&0Z[[ \c  c  ccW,IIs  J 8 J