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Face"},"license":"MIT","homepage":"https://github.com/huggingface/huggingface.js#readme","keywords":["api","client","face","hub","hugging","huggingface"],"repository":{"url":"git+https://github.com/huggingface/huggingface.js.git","type":"git"},"description":"Utilities to interact with the Hugging Face hub","maintainers":[{"name":"julien-c","email":"chaumond@gmail.com"},{"name":"pierric","email":"pierric.gh@gmail.com"},{"name":"coyotte508","email":"coyotte508@protonmail.com"},{"name":"xenova","email":"admin@xenova.com"},{"name":"gary149","email":"v@huggingface.co"}],"readme":"# 🤗 Hugging Face Hub API\n\nOfficial utilities to use the Hugging Face Hub API.\n\n## Install\n\n```console\npnpm add @huggingface/hub\n\nnpm add @huggingface/hub\n\nyarn add @huggingface/hub\n```\n\n### Deno\n\n```ts\n// esm.sh\nimport { uploadFiles, listModels } from \"https://esm.sh/@huggingface/hub\"\n// or npm:\nimport { uploadFiles, listModels } from \"npm:@huggingface/hub\"\n```\n\nCheck out the [full documentation](https://huggingface.co/docs/huggingface.js/hub/README).\n\n## Usage\n\nFor some of the calls, you need to create an account and generate an [access token](https://huggingface.co/settings/tokens).\n\nLearn how to find free models using the hub package in this [interactive tutorial](https://scrimba.com/scrim/c7BbVPcd?pl=pkVnrP7uP).\n\n```ts\nimport * as hub from \"@huggingface/hub\";\nimport type { RepoDesignation } from \"@huggingface/hub\";\n\nconst repo: RepoDesignation = { type: \"model\", name: \"myname/some-model\" };\n\nconst {name: username} = await hub.whoAmI({accessToken: \"hf_...\"});\n\nfor await (const model of hub.listModels({search: {owner: username}, accessToken: \"hf_...\"})) {\n  console.log(\"My model:\", model);\n}\n\nconst specificModel = await hub.modelInfo({name: \"openai-community/gpt2\"});\nawait hub.checkRepoAccess({repo, accessToken: \"hf_...\"});\n\nawait hub.createRepo({ repo, accessToken: \"hf_...\", license: \"mit\" });\n\nawait hub.uploadFiles({\n  repo,\n  accessToken: \"hf_...\",\n  files: [\n    // path + blob content\n    {\n      path: \"file.txt\",\n      content: new Blob([\"Hello World\"]),\n    },\n    // Local file URL\n    pathToFileURL(\"./pytorch-model.bin\"),\n    // Local folder URL\n    pathToFileURL(\"./models\"),\n    // Web URL\n    new URL(\"https://huggingface.co/xlm-roberta-base/resolve/main/tokenizer.json\"),\n    // Path + Web URL\n    {\n      path: \"myfile.bin\",\n      content: new URL(\"https://huggingface.co/bert-base-uncased/resolve/main/pytorch_model.bin\")\n    }\n    // Can also work with native File in browsers\n  ],\n});\n\n// or\n\nfor await (const progressEvent of await hub.uploadFilesWithProgress({\n  repo,\n  accessToken: \"hf_...\",\n  files: [\n    ...\n  ],\n})) {\n  console.log(progressEvent);\n}\n\n// Edit a file in place, without downloading/uploading its unchanged data\nconst file = await hub.downloadFile({ repo, path: \"myfile.bin\", accessToken: \"hf_...\" });\nawait hub.uploadFile({\n  repo,\n  accessToken: \"hf_...\",\n  file: {\n    path: \"myfile.bin\",\n    originalContent: file,\n    edits: [{\n      // Replace bytes [0, 4)\n      start: 0,\n      end: 4,\n      content: new Blob([\"new prefix\"])\n    }, {\n      // Append at the end\n      start: file.size,\n      end: file.size,\n      content: new Blob([\"suffix\"])\n    }]\n  }\n});\n\nawait hub.deleteFile({repo, accessToken: \"hf_...\", path: \"myfile.bin\"});\n\nawait (await hub.downloadFile({ repo, path: \"README.md\" })).text();\n\nfor await (const fileInfo of hub.listFiles({repo})) {\n  console.log(fileInfo);\n}\n\nawait hub.deleteRepo({ repo, accessToken: \"hf_...\" });\n```\n\n### Buckets\n\n[Storage Buckets](https://huggingface.co/docs/hub/storage-buckets) are mutable, non-versioned storage on the Hub. Use a `buckets/` prefix (or `{ type: \"bucket\", name }`) with the same functions:\n\n```ts\nconst bucket = \"buckets/myname/my-bucket\";\n\nawait hub.createRepo({ repo: bucket, accessToken: \"hf_...\" });\n\nawait hub.uploadFiles({ repo: bucket, accessToken: \"hf_...\", files: [pathToFileURL(\"./checkpoints\")] });\n\nfor await (const fileInfo of hub.listFiles({ repo: bucket, recursive: true, accessToken: \"hf_...\" })) {\n  console.log(fileInfo.path, fileInfo.uploadedAt);\n}\n\n// Copy files from a model or dataset repo into a bucket server-side, without downloading them\nawait hub.copyFolder({\n  source: { repo: { type: \"dataset\", name: \"myname/my-dataset\" }, path: \"data\" },\n  destination: { repo: bucket, path: \"data\" },\n  accessToken: \"hf_...\",\n});\n```\n\n## CLI usage\n\nYou can use `@huggingface/hub` in CLI mode to upload and download files and folders to/from your repo.\n\n```console\nnpx @huggingface/hub upload coyotte508/test-model .\nnpx @huggingface/hub upload datasets/coyotte508/test-dataset .\n# Same thing\nnpx @huggingface/hub upload --repo-type dataset coyotte508/test-dataset .\n# Upload new data with 0 history in a separate branch\nnpx @huggingface/hub branch create coyotte508/test-model release --empty\nnpx @huggingface/hub upload coyotte508/test-model . --revision release\n\n# Download files to the current directory (or --local-dir)\nnpx @huggingface/hub download coyotte508/test-model config.json\nnpx @huggingface/hub download coyotte508/test-model config.json README.md --local-dir ./test-model\n# Download an entire repo, optionally filtered with --include / --exclude\nnpx @huggingface/hub download coyotte508/test-model --local-dir ./test-model\nnpx @huggingface/hub download --repo-type dataset coyotte508/test-dataset --include \"*.json\"\n\nnpx @huggingface/hub --help\nnpx @huggingface/hub upload --help\nnpx @huggingface/hub download --help\n```\n\nYou can also install globally with `npm install -g @huggingface/hub`. Then you can do:\n\n```console\nhfjs upload coyotte508/test-model .\n\nhfjs branch create --repo-type dataset coyotte508/test-dataset release --empty\nhfjs upload --repo-type dataset coyotte508/test-dataset . --revision release\n\nhfjs download coyotte508/test-model config.json\nhfjs download coyotte508/test-model --local-dir ./test-model\n\nhfjs --help\nhfjs  upload --help\n\nhfjs help jobs\nhfjs download --help\n```\n\n## OAuth Login\n\nIt's possible to login using OAuth ([\"Sign in with HF\"](https://huggingface.co/docs/hub/oauth)).\n\nThis will allow you get an access token to use some of the API, depending on the scopes set inside the Space or the OAuth App.\n\n```ts\nimport { oauthLoginUrl, oauthHandleRedirectIfPresent } from \"@huggingface/hub\";\n\nconst oauthResult = await oauthHandleRedirectIfPresent();\n\nif (!oauthResult) {\n  // If the user is not logged in, redirect to the login page\n  window.location.href = await oauthLoginUrl();\n}\n\n// You can use oauthResult.accessToken, oauthResult.accessTokenExpiresAt and oauthResult.userInfo\nconsole.log(oauthResult);\n```\n\nCheckout the demo: https://huggingface.co/spaces/huggingfacejs/client-side-oauth\n\n## Hugging face cache\n\nThe `@huggingface/hub` package provide basic capabilities to scan the cache directory. Learn more about [Manage huggingface_hub cache-system](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache).\n\n### `scanCacheDir`\n\nYou can get the list of cached repositories using the `scanCacheDir` function.\n\n```ts\nimport { scanCacheDir } from \"@huggingface/hub\";\n\nconst result = await scanCacheDir();\n\nconsole.log(result);\n```\nNote: this does not work in the browser\n\n### `downloadFileToCacheDir`\n\nYou can cache a file of a repository using the `downloadFileToCacheDir` function.\n\n```ts\nimport { downloadFileToCacheDir } from \"@huggingface/hub\";\n\nconst file = await downloadFileToCacheDir({\n  repo: 'foo/bar',\n  path: 'README.md'\n});\n\nconsole.log(file);\n```\nNote: this does not work in the browser\n\n### `snapshotDownload`\n\nYou can download an entire repository at a given revision in the cache directory using the `snapshotDownload` function.\n\n```ts\nimport { snapshotDownload } from \"@huggingface/hub\";\n\nconst directory = await snapshotDownload({\n  repo: 'foo/bar',\n});\n\nconsole.log(directory);\n```\nThe code use internally the `downloadFileToCacheDir` function.\n\nNote: this does not work in the browser\n\n## Performance considerations\n\nWhen uploading large files, you may want to run the `commit` calls inside a worker, to offload the sha256 computations.\n\nRemote resources and local files should be passed as `URL` whenever it's possible so they can be lazy loaded in chunks to reduce RAM usage. Passing a `File` inside the browser's context is fine, because it natively behaves as a `Blob`.\n\nUnder the hood, `@huggingface/hub` uses a lazy blob implementation to load the file.\n\nTo edit an existing file, prefer an `edit` commit operation with the blob returned by `downloadFile` as `originalContent`: only the edited regions are downloaded, re-chunked and hashed. For repeated appends to the same file, pass a shared `rangeEditCache: new Map()` to the `commit` calls to also skip the storage-metadata round-trips.\n\n## Dependencies\n\n- `@huggingface/tasks` : Typings only\n","readmeFilename":"README.md"}