{"ok":true,"site":"huggingface","host":"huggingface.co","about":"Hugging Face Hub (huggingface.co): search and inspect public models, datasets, Spaces and organizations, read model/dataset metadata, file listings, security scans and dataset statistics, without logging in.","commands":[{"command":"search-models","summary":"Search and filter Hub models by keyword, task, library, app, parameter count, inference provider or license, with sorting and pages","params":[{"name":"search","type":"string","description":"Keyword matched against model ids"},{"name":"pipeline_tag","type":"string","description":"Task filter, e.g. text-generation, image-text-to-text, text-to-image, any-to-any, text-to-speech"},{"name":"library","type":"string","description":"Library or format filter, e.g. transformers, pytorch, tf, safetensors, gguf"},{"name":"apps","type":"string","description":"Compatible local app, e.g. llama.cpp, vllm"},{"name":"num_parameters","type":"string","description":"Parameter-count range as min:X,max:Y with B/M suffixes, e.g. min:0,max:6B"},{"name":"inference_provider","type":"string","description":"Only models served by this inference provider, e.g. novita, nscale"},{"name":"license","type":"string","description":"License tag id in the form license:<name>, e.g. license:apache-2.0 (see list-model-tags)"},{"name":"sort","type":"string","description":"Sort order","oneOf":["trending","likes","downloads","created","modified"],"default":"trending"},{"name":"p","type":"number","description":"0-based page index, 30 results per page"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/search-models?search=llama&pipeline_tag=text-generation&library=gguf&apps=llama.cpp&num_parameters=min%3A0%2Cmax%3A6B&sort=downloads"},{"command":"quick-search","summary":"Autocomplete-style quick search that returns matching models, datasets, Spaces, orgs and users together","params":[{"name":"q","type":"string","required":true,"description":"Search text"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/quick-search?q=llama"},{"command":"full-text-search","summary":"Full-text search inside model, dataset or Space cards (README content), with highlighted matches","params":[{"name":"q","type":"string","required":true,"description":"Text to search for in repository cards"},{"name":"type","type":"string","description":"Repository type to search","oneOf":["model","dataset","space"],"default":"model"},{"name":"api_limit","type":"number","description":"Results per page (sent to the site as \"limit\"; clify's own --limit only shapes the output)","default":20},{"name":"skip","type":"number","description":"Number of results to skip (offset)","default":0}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/full-text-search?q=quantization&type=model"},{"command":"list-model-tags","summary":"List all model license tag ids (e.g. license:apache-2.0) usable in search-models --license","params":[],"exampleUrl":"https://clify-dev.netlify.app/huggingface/list-model-tags"},{"command":"get-model","summary":"Get full public metadata for a model: tags, downloads, likes, config, card data, file list (siblings), parameter counts, gating","params":[{"name":"owner","type":"string","required":true,"description":"Model owner (user or org), the part of the model id before '/'"},{"name":"name","type":"string","required":true,"description":"Model repo name, the part of the model id after '/'"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-model"},{"command":"get-model-scan","summary":"Get the security (malware/pickle) scan status of a model repository's files","params":[{"name":"owner","type":"string","required":true,"description":"Model owner (user or org)"},{"name":"name","type":"string","required":true,"description":"Model repo name"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-model-scan"},{"command":"list-model-files","summary":"List files on a model repository's main branch with sizes, last commit message, date and download links","params":[{"name":"owner","type":"string","required":true,"description":"Model owner (user or org)"},{"name":"name","type":"string","required":true,"description":"Model repo name"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/list-model-files"},{"command":"get-model-file","summary":"Download the raw text of a file from a model repository's main branch, e.g. README.md or config.json","params":[{"name":"owner","type":"string","required":true,"description":"Model owner (user or org)"},{"name":"name","type":"string","required":true,"description":"Model repo name"},{"name":"file","type":"string","required":true,"description":"File name in the repo root, as listed by list-model-files, e.g. README.md, config.json"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-model-file"},{"command":"search-datasets","summary":"Search and filter Hub datasets by keyword, modality and format, with sorting and pages","params":[{"name":"search","type":"string","description":"Keyword matched against dataset ids"},{"name":"modality","type":"string","description":"Modality filter in the form modality:<x>, e.g. modality:text, modality:image, modality:audio, modality:tabular, modality:video, modality:3d"},{"name":"format","type":"string","description":"File format filter in the form format:<x>, e.g. format:json, format:csv, format:parquet"},{"name":"sort","type":"string","description":"Sort order","oneOf":["trending","likes","downloads","created","modified"],"default":"trending"},{"name":"p","type":"number","description":"0-based page index, 30 results per page"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/search-datasets?search=wikipedia&modality=modality%3Atext&sort=downloads"},{"command":"get-dataset","summary":"Get a dataset's Croissant metadata (name, description, license, splits, fields, file distribution) from its page","params":[{"name":"owner","type":"string","required":true,"description":"Dataset owner (user or org)"},{"name":"name","type":"string","required":true,"description":"Dataset repo name"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-dataset"},{"command":"get-dataset-scan","summary":"Get the security scan status of a dataset repository's files","params":[{"name":"owner","type":"string","required":true,"description":"Dataset owner (user or org)"},{"name":"name","type":"string","required":true,"description":"Dataset repo name"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-dataset-scan"},{"command":"check-dataset-viewer","summary":"Check which dataset-viewer features (viewer, preview, search, filter, statistics) are available for a dataset split","params":[{"name":"dataset","type":"string","required":true,"description":"Full dataset id owner/name"},{"name":"config","type":"string","description":"Subset/config name","default":"default"},{"name":"split","type":"string","description":"Split name, e.g. train, test, validation","default":"train"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/check-dataset-viewer?dataset=HuggingFaceFW%2Fclean-wikipedia&config=default&split=train"},{"command":"get-dataset-statistics","summary":"Get per-column statistics (types, null counts, unique values, label frequencies, length histograms) for a dataset split","params":[{"name":"dataset","type":"string","required":true,"description":"Full dataset id owner/name"},{"name":"config","type":"string","description":"Subset/config name","default":"default"},{"name":"split","type":"string","description":"Split name, e.g. train","default":"train"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-dataset-statistics?dataset=HuggingFaceFW%2Fclean-wikipedia&config=default&split=train"},{"command":"search-spaces","summary":"Search Hugging Face Spaces (AI demo apps) by keyword, with sorting","params":[{"name":"search","type":"string","description":"Keyword to search Spaces"},{"name":"sort","type":"string","description":"Sort order","oneOf":["trending","likes","created","modified"],"default":"trending"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/search-spaces?search=chatbot&sort=likes"},{"command":"get-organization","summary":"List the repositories shown in an organization's or user's profile collections (models and datasets with stats)","params":[{"name":"org","type":"string","required":true,"description":"Organization or user name"}],"exampleUrl":"https://clify-dev.netlify.app/huggingface/get-organization"}]}