Buckets:
| import{s as ote,n as ate,o as pte}from"../chunks/scheduler.0cf4ef2e.js";import{S as fte,i as ute,e as o,s as i,c as f,h as mte,a,d as l,b as s,f as ite,g as u,j as p,k as ste,l as dte,m as n,n as m,t as d,o as r,p as c}from"../chunks/index.abc433bf.js";import{C as h}from"../chunks/CodeBlock.f6991228.js";import{H as g,E as rte}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.1a79237a.js";function cte(EO){let T,KM,WM,eb,v,tb,$,jO="Hugging Face Hub CLI",lb,x,IO="<strong>Usage</strong>:",nb,M,ib,b,JO="<strong>Options</strong>:",sb,L,OO="<li><code>--install-completion</code>: Install completion for the current shell.</li> <li><code>--show-completion</code>: Show completion for the current shell, to copy it or customize the installation.</li> <li><code>--help</code>: Show this message and exit.</li>",ob,C,SO="<strong>Commands</strong>:",ab,H,RO="<li><code>auth</code>: Manage authentication (login, logout, etc.).</li> <li><code>buckets</code>: Commands to interact with buckets.</li> <li><code>cache</code>: Manage local cache directory.</li> <li><code>collections</code>: Interact with collections on the Hub.</li> <li><code>datasets</code>: Interact with datasets on the Hub.</li> <li><code>discussions</code>: Manage discussions and pull requests on…</li> <li><code>download</code>: Download files from the Hub.</li> <li><code>endpoints</code>: Manage Hugging Face Inference Endpoints.</li> <li><code>env</code>: Print information about the environment.</li> <li><code>extensions</code>: Manage hf CLI extensions. [alias: ext]</li> <li><code>jobs</code>: Run and manage Jobs on the Hub.</li> <li><code>lfs-enable-largefiles</code>: Configure your repository to enable upload…</li> <li><code>lfs-multipart-upload</code>: Internal git-lfs custom transfer agent for…</li> <li><code>models</code>: Interact with models on the Hub.</li> <li><code>papers</code>: Interact with papers on the Hub.</li> <li><code>repos</code>: Manage repos on the Hub. [alias: repo]</li> <li><code>skills</code>: Manage skills for AI assistants.</li> <li><code>spaces</code>: Interact with spaces on the Hub.</li> <li><code>sync</code>: Sync files between local directory and a…</li> <li><code>upload</code>: Upload a file or a folder to the Hub.</li> <li><code>upload-large-folder</code>: Upload a large folder to the Hub.</li> <li><code>version</code>: Print information about the hf version.</li> <li><code>webhooks</code>: Manage webhooks on the Hub.</li>",pb,_,fb,w,NO="Manage authentication (login, logout, etc.).",ub,U,AO="<strong>Usage</strong>:",mb,y,db,k,XO="<strong>Options</strong>:",rb,P,BO="<li><code>--help</code>: Show this message and exit.</li>",cb,E,qO="<strong>Commands</strong>:",hb,j,DO="<li><code>list</code>: List all stored access tokens. [alias: ls]</li> <li><code>login</code>: Login using a token from…</li> <li><code>logout</code>: Logout from a specific token.</li> <li><code>switch</code>: Switch between access tokens.</li> <li><code>token</code>: Print the current access token to stdout.</li> <li><code>whoami</code>: Find out which huggingface.co account you…</li>",gb,I,Tb,J,GO="List all stored access tokens. [alias: ls]",vb,O,VO="<strong>Usage</strong>:",$b,S,xb,R,QO="<strong>Options</strong>:",Mb,N,FO="<li><code>--help</code>: Show this message and exit.</li>",bb,A,zO=`Examples | |
| $ hf auth list`,Lb,X,YO=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Cb,B,Hb,q,WO="Login using a token from huggingface.co/settings/tokens.",_b,D,ZO="<strong>Usage</strong>:",wb,G,Ub,V,KO="<strong>Options</strong>:",yb,Q,eS='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--add-to-git-credential / --no-add-to-git-credential</code>: Save to git credential helper. Useful only if you plan to run git commands directly. [default: no-add-to-git-credential]</li> <li><code>--force / --no-force</code>: Force re-login even if already logged in. [default: no-force]</li> <li><code>--help</code>: Show this message and exit.</li>',kb,F,tS=`Examples | |
| $ hf auth login | |
| $ hf auth login —token $HF_TOKEN | |
| $ hf auth login —token $HF_TOKEN —add-to-git-credential | |
| $ hf auth login —force`,Pb,z,lS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Eb,Y,jb,W,nS="Logout from a specific token.",Ib,Z,iS="<strong>Usage</strong>:",Jb,K,Ob,ee,sS="<strong>Options</strong>:",Sb,te,oS="<li><code>--token-name TEXT</code>: Name of token to logout</li> <li><code>--help</code>: Show this message and exit.</li>",Rb,le,aS=`Examples | |
| $ hf auth logout | |
| $ hf auth logout —token-name my-token`,Nb,ne,pS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Ab,ie,Xb,se,fS="Switch between access tokens.",Bb,oe,uS="<strong>Usage</strong>:",qb,ae,Db,pe,mS="<strong>Options</strong>:",Gb,fe,dS="<li><code>--token-name TEXT</code>: Name of the token to switch to</li> <li><code>--add-to-git-credential / --no-add-to-git-credential</code>: Save to git credential helper. Useful only if you plan to run git commands directly. [default: no-add-to-git-credential]</li> <li><code>--help</code>: Show this message and exit.</li>",Vb,ue,rS=`Examples | |
| $ hf auth switch | |
| $ hf auth switch —token-name my-token`,Qb,me,cS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Fb,de,zb,re,hS="Print the current access token to stdout.",Yb,ce,gS="<strong>Usage</strong>:",Wb,he,Zb,ge,TS="<strong>Options</strong>:",Kb,Te,vS="<li><code>--help</code>: Show this message and exit.</li>",eL,ve,$S=`Examples | |
| $ hf auth token | |
| $ hf auth token | xargs curl -H ‘Authorization: Bearer {}’`,tL,$e,xS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,lL,xe,nL,Me,MS="Find out which huggingface.co account you are logged in as.",iL,be,bS="<strong>Usage</strong>:",sL,Le,oL,Ce,LS="<strong>Options</strong>:",aL,He,CS="<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>",pL,_e,HS=`Examples | |
| $ hf auth whoami | |
| $ hf auth whoami —format json`,fL,we,_S=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,uL,Ue,mL,ye,wS="Commands to interact with buckets.",dL,ke,US="<strong>Usage</strong>:",rL,Pe,cL,Ee,yS="<strong>Options</strong>:",hL,je,kS="<li><code>--help</code>: Show this message and exit.</li>",gL,Ie,PS="<strong>Commands</strong>:",TL,Je,ES="<li><code>cp</code>: Copy files to or from buckets.</li> <li><code>create</code>: Create a new bucket.</li> <li><code>delete</code>: Delete a bucket.</li> <li><code>info</code>: Get info about a bucket.</li> <li><code>list</code>: List buckets or files in a bucket. [alias: ls]</li> <li><code>move</code>: Move (rename) a bucket to a new name or…</li> <li><code>remove</code>: Remove files from a bucket. [alias: rm]</li> <li><code>sync</code>: Sync files between local directory and a…</li>",vL,Oe,$L,Se,jS="Copy files to or from buckets.",xL,Re,IS="<strong>Usage</strong>:",ML,Ne,bL,Ae,JS="<strong>Arguments</strong>:",LL,Xe,OS="<li><code>SRC</code>: Source: local file, any hf:// handle (model, dataset, bucket), or - for stdin [required]</li> <li><code>[DST]</code>: Destination: local path, bucket hf://… handle, or - for stdout</li>",CL,Be,SS="<strong>Options</strong>:",HL,qe,RS='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',_L,De,NS=`Examples | |
| $ hf buckets cp hf://buckets/user/my-bucket/config.json | |
| $ hf buckets cp hf://buckets/user/my-bucket/config.json ./data/ | |
| $ hf buckets cp hf://buckets/user/my-bucket/config.json my-config.json | |
| $ hf buckets cp hf://buckets/user/my-bucket/config.json - | |
| $ hf buckets cp my-config.json hf://buckets/user/my-bucket | |
| $ hf buckets cp my-config.json hf://buckets/user/my-bucket/logs/ | |
| $ hf buckets cp my-config.json hf://buckets/user/my-bucket/remote-config.json | |
| $ hf buckets cp - hf://buckets/user/my-bucket/config.json | |
| $ hf buckets cp hf://buckets/user/my-bucket/logs/ hf://buckets/user/archive-bucket/logs/ | |
| $ hf buckets cp hf://datasets/user/my-dataset/processed/ hf://buckets/user/my-bucket/dataset/processed/`,wL,Ge,AS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,UL,Ve,yL,Qe,XS="Create a new bucket.",kL,Fe,BS="<strong>Usage</strong>:",PL,ze,EL,Ye,qS="<strong>Arguments</strong>:",jL,We,DS="<li><code>BUCKET_ID</code>: Bucket ID: bucket_name, namespace/bucket_name, or hf://buckets/namespace/bucket_name [required]</li>",IL,Ze,GS="<strong>Options</strong>:",JL,Ke,VS='<li><code>--private</code>: Create a private bucket.</li> <li><code>--exist-ok</code>: Do not raise an error if the bucket already exists.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',OL,et,QS=`Examples | |
| $ hf buckets create my-bucket | |
| $ hf buckets create user/my-bucket | |
| $ hf buckets create hf://buckets/user/my-bucket | |
| $ hf buckets create user/my-bucket —private | |
| $ hf buckets create user/my-bucket —exist-ok`,SL,tt,FS=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,RL,lt,NL,nt,zS="Delete a bucket.",AL,it,YS="This deletes the entire bucket and all its contents. Use <code>hf buckets rm</code> to remove individual files.",XL,st,WS="<strong>Usage</strong>:",BL,ot,qL,at,ZS="<strong>Arguments</strong>:",DL,pt,KS="<li><code>BUCKET_ID</code>: Bucket ID: namespace/bucket_name or hf://buckets/namespace/bucket_name [required]</li>",GL,ft,eR="<strong>Options</strong>:",VL,ut,tR='<li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--missing-ok</code>: Do not raise an error if the bucket does not exist.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',QL,mt,lR=`Examples | |
| $ hf buckets delete user/my-bucket | |
| $ hf buckets delete hf://buckets/user/my-bucket | |
| $ hf buckets delete user/my-bucket —yes | |
| $ hf buckets delete user/my-bucket —missing-ok`,FL,dt,nR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,zL,rt,YL,ct,iR="Get info about a bucket.",WL,ht,sR="<strong>Usage</strong>:",ZL,gt,KL,Tt,oR="<strong>Arguments</strong>:",eC,vt,aR="<li><code>BUCKET_ID</code>: Bucket ID: namespace/bucket_name or hf://buckets/namespace/bucket_name [required]</li>",tC,$t,pR="<strong>Options</strong>:",lC,xt,fR='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',nC,Mt,uR=`Examples | |
| $ hf buckets info user/my-bucket | |
| $ hf buckets info hf://buckets/user/my-bucket`,iC,bt,mR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,sC,Lt,oC,Ct,dR="List buckets or files in a bucket. [alias: ls]",aC,Ht,rR=`When called with no argument or a namespace, lists buckets. | |
| When called with a bucket ID (namespace/bucket_name), lists files in the bucket.`,pC,_t,cR="<strong>Usage</strong>:",fC,wt,uC,Ut,hR="<strong>Arguments</strong>:",mC,yt,gR="<li><code>[ARGUMENT]</code>: Namespace (user or org) to list buckets, or bucket ID (namespace/bucket_name(/prefix) or hf://buckets/…) to list files.</li>",dC,kt,TR="<strong>Options</strong>:",rC,Pt,vR='<li><code>-h, --human-readable</code>: Show sizes in human readable format.</li> <li><code>--tree</code>: List files in tree format (only for listing files).</li> <li><code>-R, --recursive</code>: List files recursively (only for listing files).</li> <li><code>--search TEXT</code>: Search query.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',cC,Et,$R=`Examples | |
| $ hf buckets list | |
| $ hf buckets list huggingface | |
| $ hf buckets list —search “my-prefix” | |
| $ hf buckets list user/my-bucket | |
| $ hf buckets list user/my-bucket -R | |
| $ hf buckets list user/my-bucket -h | |
| $ hf buckets list user/my-bucket —tree | |
| $ hf buckets list user/my-bucket —tree -h | |
| $ hf buckets list hf://buckets/user/my-bucket | |
| $ hf buckets list user/my-bucket/sub -R`,hC,jt,xR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,gC,It,TC,Jt,MR="Move (rename) a bucket to a new name or namespace.",vC,Ot,bR="<strong>Usage</strong>:",$C,St,xC,Rt,LR="<strong>Arguments</strong>:",MC,Nt,CR="<li><code>FROM_ID</code>: Source bucket ID: namespace/bucket_name or hf://buckets/namespace/bucket_name [required]</li> <li><code>TO_ID</code>: Destination bucket ID: namespace/bucket_name or hf://buckets/namespace/bucket_name [required]</li>",bC,At,HR="<strong>Options</strong>:",LC,Xt,_R='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',CC,Bt,wR=`Examples | |
| $ hf buckets move user/old-bucket user/new-bucket | |
| $ hf buckets move user/my-bucket my-org/my-bucket | |
| $ hf buckets move hf://buckets/user/old-bucket hf://buckets/user/new-bucket`,HC,qt,UR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,_C,Dt,wC,Gt,yR="Remove files from a bucket. [alias: rm]",UC,Vt,kR="To delete an entire bucket, use <code>hf buckets delete</code> instead.",yC,Qt,PR="<strong>Usage</strong>:",kC,Ft,PC,zt,ER="<strong>Arguments</strong>:",EC,Yt,jR="<li><code>ARGUMENT</code>: Bucket path: namespace/bucket_name/path or hf://buckets/namespace/bucket_name/path. With —recursive, namespace/bucket_name is also accepted to target all files. [required]</li>",jC,Wt,IR="<strong>Options</strong>:",IC,Zt,JR='<li><code>-R, --recursive</code>: Remove files recursively under the given prefix.</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--dry-run</code>: Preview what would be deleted without actually deleting.</li> <li><code>--include TEXT</code>: Include only files matching pattern (can specify multiple). Requires —recursive.</li> <li><code>--exclude TEXT</code>: Exclude files matching pattern (can specify multiple). Requires —recursive.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',JC,Kt,OR=`Examples | |
| $ hf buckets remove user/my-bucket/file.txt | |
| $ hf buckets rm hf://buckets/user/my-bucket/file.txt | |
| $ hf buckets rm user/my-bucket/logs/ —recursive | |
| $ hf buckets rm user/my-bucket —recursive —include “*.tmp” | |
| $ hf buckets rm user/my-bucket/data/ —recursive —dry-run`,OC,el,SR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,SC,tl,RC,ll,RR="Sync files between local directory and a bucket.",NC,nl,NR="<strong>Usage</strong>:",AC,il,XC,sl,AR="<strong>Arguments</strong>:",BC,ol,XR="<li><code>[SOURCE]</code>: Source path: local directory or hf://buckets/namespace/bucket_name(/prefix)</li> <li><code>[DEST]</code>: Destination path: local directory or hf://buckets/namespace/bucket_name(/prefix)</li>",qC,al,BR="<strong>Options</strong>:",DC,pl,qR='<li><code>--delete / --no-delete</code>: Delete destination files not present in source. [default: no-delete]</li> <li><code>--ignore-times</code>: Skip files only based on size, ignoring modification times.</li> <li><code>--ignore-sizes</code>: Skip files only based on modification times, ignoring sizes.</li> <li><code>--plan TEXT</code>: Save sync plan to JSONL file for review instead of executing.</li> <li><code>--apply TEXT</code>: Apply a previously saved plan file.</li> <li><code>--dry-run</code>: Print sync plan to stdout as JSONL without executing.</li> <li><code>--include TEXT</code>: Include files matching pattern (can specify multiple).</li> <li><code>--exclude TEXT</code>: Exclude files matching pattern (can specify multiple).</li> <li><code>--filter-from TEXT</code>: Read include/exclude patterns from file.</li> <li><code>--existing</code>: Skip creating new files on receiver (only update existing files).</li> <li><code>--ignore-existing</code>: Skip updating files that exist on receiver (only create new files).</li> <li><code>-v, --verbose</code>: Show detailed logging with reasoning.</li> <li><code>-q, --quiet</code>: Minimal output.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',GC,fl,DR=`Examples | |
| $ hf buckets sync ./data hf://buckets/user/my-bucket | |
| $ hf buckets sync hf://buckets/user/my-bucket ./data | |
| $ hf buckets sync ./data hf://buckets/user/my-bucket —delete | |
| $ hf buckets sync hf://buckets/user/my-bucket ./data —include ”<em>.safetensors” —exclude ”</em>.tmp” | |
| $ hf buckets sync ./data hf://buckets/user/my-bucket —plan sync-plan.jsonl | |
| $ hf buckets sync —apply sync-plan.jsonl | |
| $ hf buckets sync ./data hf://buckets/user/my-bucket —dry-run | |
| $ hf buckets sync ./data hf://buckets/user/my-bucket —dry-run | jq .`,VC,ul,GR=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,QC,ml,FC,dl,VR="Manage local cache directory.",zC,rl,QR="<strong>Usage</strong>:",YC,cl,WC,hl,FR="<strong>Options</strong>:",ZC,gl,zR="<li><code>--help</code>: Show this message and exit.</li>",KC,Tl,YR="<strong>Commands</strong>:",e2,vl,WR="<li><code>list</code>: List cached repositories or revisions. [alias: ls]</li> <li><code>prune</code>: Remove detached revisions from the cache.</li> <li><code>rm</code>: Remove cached repositories or revisions.</li> <li><code>verify</code>: Verify checksums for a single repo…</li>",t2,$l,l2,xl,ZR="List cached repositories or revisions. [alias: ls]",n2,Ml,KR="<strong>Usage</strong>:",i2,bl,s2,Ll,eN="<strong>Options</strong>:",o2,Cl,tN="<li><code>--cache-dir TEXT</code>: Cache directory to scan (defaults to Hugging Face cache).</li> <li><code>--revisions / --no-revisions</code>: Include revisions in the output instead of aggregated repositories. [default: no-revisions]</li> <li><code>-f, --filter TEXT</code>: Filter entries (e.g. ‘size>1GB’, ‘type=model’, ‘accessed>7d’). Can be used multiple times.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--sort [accessed|accessed:asc|accessed:desc|modified|modified:asc|modified:desc|name|name:asc|name:desc|size|size:asc|size:desc]</code>: Sort entries by key. Supported keys: ‘accessed’, ‘modified’, ‘name’, ‘size’. Append ‘:asc’ or ‘:desc’ to explicitly set the order (e.g., ‘modified:asc’). Defaults: ‘accessed’, ‘modified’, ‘size’ default to ‘desc’ (newest/biggest first); ‘name’ defaults to ‘asc’ (alphabetical).</li> <li><code>--limit INTEGER</code>: Limit the number of results returned. Returns only the top N entries after sorting.</li> <li><code>--help</code>: Show this message and exit.</li>",a2,Hl,lN=`Examples | |
| $ hf cache ls | |
| $ hf cache ls —revisions | |
| $ hf cache ls —filter “size>1GB” —limit 20 | |
| $ hf cache ls —format json`,p2,_l,nN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,f2,wl,u2,Ul,iN="Remove detached revisions from the cache.",m2,yl,sN="<strong>Usage</strong>:",d2,kl,r2,Pl,oN="<strong>Options</strong>:",c2,El,aN="<li><code>--cache-dir TEXT</code>: Cache directory to scan (defaults to Hugging Face cache).</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--dry-run / --no-dry-run</code>: Preview deletions without removing anything. [default: no-dry-run]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>",h2,jl,pN=`Examples | |
| $ hf cache prune | |
| $ hf cache prune —dry-run`,g2,Il,fN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,T2,Jl,v2,Ol,uN="Remove cached repositories or revisions.",$2,Sl,mN="<strong>Usage</strong>:",x2,Rl,M2,Nl,dN="<strong>Arguments</strong>:",b2,Al,rN="<li><code>TARGETS...</code>: One or more repo IDs (e.g. model/bert-base-uncased) or revision hashes to delete. [required]</li>",L2,Xl,cN="<strong>Options</strong>:",C2,Bl,hN="<li><code>--cache-dir TEXT</code>: Cache directory to scan (defaults to Hugging Face cache).</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--dry-run / --no-dry-run</code>: Preview deletions without removing anything. [default: no-dry-run]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>",H2,ql,gN=`Examples | |
| $ hf cache rm model/gpt2 | |
| $ hf cache rm <revision_hash> | |
| $ hf cache rm model/gpt2 —dry-run | |
| $ hf cache rm model/gpt2 —yes`,_2,Dl,TN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,w2,Gl,U2,Vl,vN="Verify checksums for a single repo revision from cache or a local directory.",y2,Ql,$N="Examples:",k2,Fl,xN="<li>Verify main revision in cache: <code>hf cache verify gpt2</code></li> <li>Verify specific revision: <code>hf cache verify gpt2 --revision refs/pr/1</code></li> <li>Verify dataset: <code>hf cache verify karpathy/fineweb-edu-100b-shuffle --repo-type dataset</code></li> <li>Verify local dir: <code>hf cache verify deepseek-ai/DeepSeek-OCR --local-dir /path/to/repo</code></li>",P2,zl,MN="<strong>Usage</strong>:",E2,Yl,j2,Wl,bN="<strong>Arguments</strong>:",I2,Zl,LN="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",J2,Kl,CN="<strong>Options</strong>:",O2,en,HN='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--cache-dir TEXT</code>: Cache directory to use when verifying files from cache (defaults to Hugging Face cache).</li> <li><code>--local-dir TEXT</code>: If set, verify files under this directory instead of the cache.</li> <li><code>--fail-on-missing-files</code>: Fail if some files exist on the remote but are missing locally.</li> <li><code>--fail-on-extra-files</code>: Fail if some files exist locally but are not present on the remote revision.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',S2,tn,_N=`Examples | |
| $ hf cache verify gpt2 | |
| $ hf cache verify gpt2 —revision refs/pr/1 | |
| $ hf cache verify my-dataset —repo-type dataset`,R2,ln,wN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,N2,nn,A2,sn,UN="Interact with collections on the Hub.",X2,on,yN="<strong>Usage</strong>:",B2,an,q2,pn,kN="<strong>Options</strong>:",D2,fn,PN="<li><code>--help</code>: Show this message and exit.</li>",G2,un,EN="<strong>Commands</strong>:",V2,mn,jN="<li><code>add-item</code>: Add an item to a collection.</li> <li><code>create</code>: Create a new collection on the Hub.</li> <li><code>delete</code>: Delete a collection from the Hub.</li> <li><code>delete-item</code>: Delete an item from a collection.</li> <li><code>info</code>: Get info about a collection on the Hub.</li> <li><code>list</code>: List collections on the Hub. [alias: ls]</li> <li><code>update</code>: Update a collection’s metadata on the Hub.</li> <li><code>update-item</code>: Update an item in a collection.</li>",Q2,dn,F2,rn,IN="Add an item to a collection.",z2,cn,JN="<strong>Usage</strong>:",Y2,hn,W2,gn,ON="<strong>Arguments</strong>:",Z2,Tn,SN="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li> <li><code>ITEM_ID</code>: The ID of the item to add (repo_id for repos, paper ID for papers). [required]</li> <li><code>ITEM_TYPE:{model|dataset|space|paper|collection|bucket}</code>: The type of item (model, dataset, space, paper, collection, or bucket). [required]</li>",K2,vn,RN="<strong>Options</strong>:",eH,$n,NN='<li><code>--note TEXT</code>: A note to attach to the item (max 500 characters).</li> <li><code>--exists-ok / --no-exists-ok</code>: Do not raise an error if the item is already in the collection. [default: no-exists-ok]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',tH,xn,AN=`Examples | |
| $ hf collections add-item username/my-collection moonshotai/kimi-k2 model | |
| $ hf collections add-item username/my-collection Qwen/DeepPlanning dataset —note “Useful dataset” | |
| $ hf collections add-item username/my-collection Tongyi-MAI/Z-Image space`,lH,Mn,XN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,nH,bn,iH,Ln,BN="Create a new collection on the Hub.",sH,Cn,qN="<strong>Usage</strong>:",oH,Hn,aH,_n,DN="<strong>Arguments</strong>:",pH,wn,GN="<li><code>TITLE</code>: The title of the collection. [required]</li>",fH,Un,VN="<strong>Options</strong>:",uH,yn,QN='<li><code>--namespace TEXT</code>: The namespace (username or organization). Defaults to the authenticated user.</li> <li><code>--description TEXT</code>: A description for the collection.</li> <li><code>--private / --no-private</code>: Create a private collection. [default: no-private]</li> <li><code>--exists-ok / --no-exists-ok</code>: Do not raise an error if the collection already exists. [default: no-exists-ok]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',mH,kn,FN=`Examples | |
| $ hf collections create “My Models” | |
| $ hf collections create “My Models” —description “A collection of my favorite models” —private | |
| $ hf collections create “Org Collection” —namespace my-org`,dH,Pn,zN=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,rH,En,cH,jn,YN="Delete a collection from the Hub.",hH,In,WN="<strong>Usage</strong>:",gH,Jn,TH,On,ZN="<strong>Arguments</strong>:",vH,Sn,KN="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li>",$H,Rn,eA="<strong>Options</strong>:",xH,Nn,tA='<li><code>--missing-ok / --no-missing-ok</code>: Do not raise an error if the collection doesn’t exist. [default: no-missing-ok]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',MH,An,lA=`Examples | |
| $ hf collections delete username/my-collection | |
| $ hf collections delete username/my-collection —missing-ok`,bH,Xn,nA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,LH,Bn,CH,qn,iA="Delete an item from a collection.",HH,Dn,sA="<strong>Usage</strong>:",_H,Gn,wH,Vn,oA="<strong>Arguments</strong>:",UH,Qn,aA="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li> <li><code>ITEM_OBJECT_ID</code>: The ID of the item in the collection (retrieved from <code>item_object_id</code> field returned by ‘hf collections info’. [required]</li>",yH,Fn,pA="<strong>Options</strong>:",kH,zn,fA='<li><code>--missing-ok / --no-missing-ok</code>: Do not raise an error if the item doesn’t exist. [default: no-missing-ok]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',PH,Yn,EH,Wn,uA="Get info about a collection on the Hub.",jH,Zn,mA="<strong>Usage</strong>:",IH,Kn,JH,ei,dA="<strong>Arguments</strong>:",OH,ti,rA="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li>",SH,li,cA="<strong>Options</strong>:",RH,ni,hA='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',NH,ii,gA=`Examples | |
| $ hf collections info username/my-collection-slug`,AH,si,TA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,XH,oi,BH,ai,vA="List collections on the Hub. [alias: ls]",qH,pi,$A="<strong>Usage</strong>:",DH,fi,GH,ui,xA="<strong>Options</strong>:",VH,mi,MA='<li><code>--owner TEXT</code>: Filter by owner username or organization.</li> <li><code>--item TEXT</code>: Filter collections containing a specific item (e.g., “models/gpt2”, “datasets/squad”, “papers/2311.12983”).</li> <li><code>--sort [lastModified|trending|upvotes]</code>: Sort results by last modified, trending, or upvotes.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 10]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',QH,di,bA=`Examples | |
| $ hf collections ls | |
| $ hf collections ls —owner nvidia | |
| $ hf collections ls —item models/teknium/OpenHermes-2.5-Mistral-7B —limit 10`,FH,ri,LA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,zH,ci,YH,hi,CA="Update a collection’s metadata on the Hub.",WH,gi,HA="<strong>Usage</strong>:",ZH,Ti,KH,vi,_A="<strong>Arguments</strong>:",e5,$i,wA="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li>",t5,xi,UA="<strong>Options</strong>:",l5,Mi,yA='<li><code>--title TEXT</code>: The new title for the collection.</li> <li><code>--description TEXT</code>: The new description for the collection.</li> <li><code>--position INTEGER</code>: The new position of the collection in the owner’s list.</li> <li><code>--private / --no-private</code>: Whether the collection should be private.</li> <li><code>--theme TEXT</code>: The theme color for the collection (e.g., ‘green’, ‘blue’).</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',n5,bi,kA=`Examples | |
| $ hf collections update username/my-collection —title “New Title” | |
| $ hf collections update username/my-collection —description “Updated description” | |
| $ hf collections update username/my-collection —private —theme green`,i5,Li,PA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,s5,Ci,o5,Hi,EA="Update an item in a collection.",a5,_i,jA="<strong>Usage</strong>:",p5,wi,f5,Ui,IA="<strong>Arguments</strong>:",u5,yi,JA="<li><code>COLLECTION_SLUG</code>: The collection slug (e.g., ‘username/collection-slug’). [required]</li> <li><code>ITEM_OBJECT_ID</code>: The ID of the item in the collection (from ‘item_object_id’ field, not the repo_id). [required]</li>",m5,ki,OA="<strong>Options</strong>:",d5,Pi,SA='<li><code>--note TEXT</code>: A new note for the item (max 500 characters).</li> <li><code>--position INTEGER</code>: The new position of the item in the collection.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',r5,Ei,RA=`Examples | |
| $ hf collections update-item username/my-collection ITEM_OBJECT_ID —note “Updated note” | |
| $ hf collections update-item username/my-collection ITEM_OBJECT_ID —position 0`,c5,ji,NA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,h5,Ii,g5,Ji,AA="Interact with datasets on the Hub.",T5,Oi,XA="<strong>Usage</strong>:",v5,Si,$5,Ri,BA="<strong>Options</strong>:",x5,Ni,qA="<li><code>--help</code>: Show this message and exit.</li>",M5,Ai,DA="<strong>Commands</strong>:",b5,Xi,GA="<li><code>info</code>: Get info about a dataset on the Hub.</li> <li><code>list</code>: List datasets on the Hub. [alias: ls]</li> <li><code>parquet</code>: List parquet file URLs available for a…</li> <li><code>sql</code>: Execute a raw SQL query with DuckDB…</li>",L5,Bi,C5,qi,VA="Get info about a dataset on the Hub.",H5,Di,QA="<strong>Usage</strong>:",_5,Gi,w5,Vi,FA="<strong>Arguments</strong>:",U5,Qi,zA="<li><code>DATASET_ID</code>: The dataset ID (e.g. <code>username/repo-name</code>). [required]</li>",y5,Fi,YA="<strong>Options</strong>:",k5,zi,WA='<li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=downloads,likes,tags’. Valid: author, cardData, citation, createdAt, description, disabled, downloads, downloadsAllTime, gated, lastModified, likes, mainSize, paperswithcode_id, private, resourceGroup, sha, siblings, tags, trendingScore, usedStorage.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',P5,Yi,ZA=`Examples | |
| $ hf datasets info HuggingFaceFW/fineweb | |
| $ hf datasets info my-dataset —expand downloads,likes,tags`,E5,Wi,KA=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,j5,Zi,I5,Ki,eX="List datasets on the Hub. [alias: ls]",J5,es,tX="<strong>Usage</strong>:",O5,ts,S5,ls,lX="<strong>Options</strong>:",R5,ns,nX='<li><code>--search TEXT</code>: Search query.</li> <li><code>--author TEXT</code>: Filter by author or organization.</li> <li><code>--filter TEXT</code>: Filter by tags (e.g. ‘text-classification’). Can be used multiple times.</li> <li><code>--sort [created_at|downloads|last_modified|likes|trending_score]</code>: Sort results.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 10]</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=downloads,likes,tags’. Valid: author, cardData, citation, createdAt, description, disabled, downloads, downloadsAllTime, gated, lastModified, likes, mainSize, paperswithcode_id, private, resourceGroup, sha, siblings, tags, trendingScore, usedStorage.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',N5,is,iX=`Examples | |
| $ hf datasets ls | |
| $ hf datasets ls —sort downloads —limit 10 | |
| $ hf datasets ls —search “code”`,A5,ss,sX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,X5,os,B5,as,oX="List parquet file URLs available for a dataset.",q5,ps,aX="<strong>Usage</strong>:",D5,fs,G5,us,pX="<strong>Arguments</strong>:",V5,ms,fX="<li><code>DATASET_ID</code>: The dataset ID (e.g. <code>username/repo-name</code>). [required]</li>",Q5,ds,uX="<strong>Options</strong>:",F5,rs,mX='<li><code>--subset TEXT</code>: Filter parquet entries by subset/config.</li> <li><code>--split TEXT</code>: Filter parquet entries by split.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',z5,cs,dX=`Examples | |
| $ hf datasets parquet cfahlgren1/hub-stats | |
| $ hf datasets parquet cfahlgren1/hub-stats —subset models | |
| $ hf datasets parquet cfahlgren1/hub-stats —split train | |
| $ hf datasets parquet cfahlgren1/hub-stats —format json`,Y5,hs,rX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,W5,gs,Z5,Ts,cX="Execute a raw SQL query with DuckDB against dataset parquet URLs.",K5,vs,hX="<strong>Usage</strong>:",e_,$s,t_,xs,gX="<strong>Arguments</strong>:",l_,Ms,TX="<li><code>SQL</code>: Raw SQL query to execute. [required]</li>",n_,bs,vX="<strong>Options</strong>:",i_,Ls,$X='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',s_,Cs,xX=`Examples | |
| $ hf datasets sql “SELECT COUNT(<em>) AS rows FROM read_parquet(’<a href="https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet')%22" rel="nofollow">https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet’)”</a> | |
| $ hf datasets sql “SELECT</em> FROM read_parquet(’<a href="https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet'" rel="nofollow">https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet’</a>) LIMIT 5” —format json`,o_,Hs,MX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,a_,_s,p_,ws,bX="Manage discussions and pull requests on the Hub.",f_,Us,LX="<strong>Usage</strong>:",u_,ys,m_,ks,CX="<strong>Options</strong>:",d_,Ps,HX="<li><code>--help</code>: Show this message and exit.</li>",r_,Es,_X="<strong>Commands</strong>:",c_,js,wX="<li><code>close</code>: Close a discussion or pull request.</li> <li><code>comment</code>: Comment on a discussion or pull request.</li> <li><code>create</code>: Create a new discussion or pull request on…</li> <li><code>diff</code>: Show the diff of a pull request.</li> <li><code>info</code>: Get info about a discussion or pull request.</li> <li><code>list</code>: List discussions and pull requests on a repo. [alias: ls]</li> <li><code>merge</code>: Merge a pull request.</li> <li><code>rename</code>: Rename a discussion or pull request.</li> <li><code>reopen</code>: Reopen a closed discussion or pull request.</li>",h_,Is,g_,Js,UX="Close a discussion or pull request.",T_,Os,yX="<strong>Usage</strong>:",v_,Ss,$_,Rs,kX="<strong>Arguments</strong>:",x_,Ns,PX="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",M_,As,EX="<strong>Options</strong>:",b_,Xs,jX='<li><code>--comment TEXT</code>: An optional comment to post when closing.</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',L_,Bs,IX=`Examples | |
| $ hf discussions close username/my-model 5 | |
| $ hf discussions close username/my-model 5 —comment “Closing as resolved.”`,C_,qs,JX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,H_,Ds,__,Gs,OX="Comment on a discussion or pull request.",w_,Vs,SX="<strong>Usage</strong>:",U_,Qs,y_,Fs,RX="<strong>Arguments</strong>:",k_,zs,NX="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",P_,Ys,AX="<strong>Options</strong>:",E_,Ws,XX='<li><code>--body TEXT</code>: The comment text (supports Markdown).</li> <li><code>--body-file PATH</code>: Read the comment from a file. Use ’-’ for stdin.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',j_,Zs,BX=`Examples | |
| $ hf discussions comment username/my-model 5 —body “Thanks for reporting!” | |
| $ hf discussions comment username/my-model 5 —body “LGTM!”`,I_,Ks,qX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,J_,eo,O_,to,DX="Create a new discussion or pull request on a repo.",S_,lo,GX="<strong>Usage</strong>:",R_,no,N_,io,VX="<strong>Arguments</strong>:",A_,so,QX="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",X_,oo,FX="<strong>Options</strong>:",B_,ao,zX='<li><code>--title TEXT</code>: The title of the discussion or pull request. [required]</li> <li><code>--body TEXT</code>: The description (supports Markdown).</li> <li><code>--body-file PATH</code>: Read the description from a file. Use ’-’ for stdin.</li> <li><code>--pull-request, --pr</code>: Create a pull request instead of a discussion.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',q_,po,YX=`Examples | |
| $ hf discussions create username/my-model —title “Bug report” | |
| $ hf discussions create username/my-model —title “Feature request” —body “Please add X” | |
| $ hf discussions create username/my-model —title “Fix typo” —pull-request | |
| $ hf discussions create username/my-dataset —type dataset —title “Data quality issue”`,D_,fo,WX=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,G_,uo,V_,mo,ZX="Show the diff of a pull request.",Q_,ro,KX="<strong>Usage</strong>:",F_,co,z_,ho,eB="<strong>Arguments</strong>:",Y_,go,tB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",W_,To,lB="<strong>Options</strong>:",Z_,vo,nB='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',K_,$o,iB=`Examples | |
| $ hf discussions diff username/my-model 5`,ew,xo,sB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,tw,Mo,lw,bo,oB="Get info about a discussion or pull request.",nw,Lo,aB="<strong>Usage</strong>:",iw,Co,sw,Ho,pB="<strong>Arguments</strong>:",ow,_o,fB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",aw,wo,uB="<strong>Options</strong>:",pw,Uo,mB='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',fw,yo,dB=`Examples | |
| $ hf discussions info username/my-model 5 | |
| $ hf discussions info username/my-model 5 —format json`,uw,ko,rB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,mw,Po,dw,Eo,cB="List discussions and pull requests on a repo. [alias: ls]",rw,jo,hB="<strong>Usage</strong>:",cw,Io,hw,Jo,gB="<strong>Arguments</strong>:",gw,Oo,TB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",Tw,So,vB="<strong>Options</strong>:",vw,Ro,$B='<li><code>-s, --status [open|closed|merged|draft|all]</code>: Filter by status (open, closed, merged, draft, all). [default: open]</li> <li><code>-k, --kind [all|discussion|pull_request]</code>: Filter by kind (discussion, pull_request, all). [default: all]</li> <li><code>--author TEXT</code>: Filter by author or organization.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 30]</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',$w,No,xB=`Examples | |
| $ hf discussions list username/my-model | |
| $ hf discussions list username/my-model —kind pull_request —status merged | |
| $ hf discussions list username/my-dataset —type dataset —status closed | |
| $ hf discussions list username/my-model —author alice —format json`,xw,Ao,MB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Mw,Xo,bw,Bo,bB="Merge a pull request.",Lw,qo,LB="<strong>Usage</strong>:",Cw,Do,Hw,Go,CB="<strong>Arguments</strong>:",_w,Vo,HB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",ww,Qo,_B="<strong>Options</strong>:",Uw,Fo,wB='<li><code>--comment TEXT</code>: An optional comment to post when merging.</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',yw,zo,UB=`Examples | |
| $ hf discussions merge username/my-model 5 | |
| $ hf discussions merge username/my-model 5 —comment “Merging, thanks!”`,kw,Yo,yB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Pw,Wo,Ew,Zo,kB="Rename a discussion or pull request.",jw,Ko,PB="<strong>Usage</strong>:",Iw,ea,Jw,ta,EB="<strong>Arguments</strong>:",Ow,la,jB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li> <li><code>NEW_TITLE</code>: The new title. [required]</li>",Sw,na,IB="<strong>Options</strong>:",Rw,ia,JB='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Nw,sa,OB=`Examples | |
| $ hf discussions rename username/my-model 5 “Updated title”`,Aw,oa,SB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Xw,aa,Bw,pa,RB="Reopen a closed discussion or pull request.",qw,fa,NB="<strong>Usage</strong>:",Dw,ua,Gw,ma,AB="<strong>Arguments</strong>:",Vw,da,XB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>NUM</code>: The discussion or pull request number. [required]</li>",Qw,ra,BB="<strong>Options</strong>:",Fw,ca,qB='<li><code>--comment TEXT</code>: An optional comment to post when reopening.</li> <li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',zw,ha,DB=`Examples | |
| $ hf discussions reopen username/my-model 5 | |
| $ hf discussions reopen username/my-model 5 —comment “Reopening for further investigation.”`,Yw,ga,GB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Ww,Ta,Zw,va,VB="Download files from the Hub.",Kw,$a,QB="<strong>Usage</strong>:",e3,xa,t3,Ma,FB="<strong>Arguments</strong>:",l3,ba,zB="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>[FILENAMES]...</code>: Files to download (e.g. <code>config.json</code>, <code>data/metadata.jsonl</code>).</li>",n3,La,YB="<strong>Options</strong>:",i3,Ca,WB='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--include TEXT</code>: Glob patterns to include from files to download. eg: *.json</li> <li><code>--exclude TEXT</code>: Glob patterns to exclude from files to download.</li> <li><code>--cache-dir TEXT</code>: Directory where to save files.</li> <li><code>--local-dir TEXT</code>: If set, the downloaded file will be placed under this directory. Check out <a href="https://huggingface.co/docs/huggingface_hub/guides/download#download-files-to-a-local-folder" rel="nofollow">https://huggingface.co/docs/huggingface_hub/guides/download#download-files-to-a-local-folder</a> for more details.</li> <li><code>--force-download / --no-force-download</code>: If True, the files will be downloaded even if they are already cached. [default: no-force-download]</li> <li><code>--dry-run / --no-dry-run</code>: If True, perform a dry run without actually downloading the file. [default: no-dry-run]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--max-workers INTEGER</code>: Maximum number of workers to use for downloading files. Default is 8. [default: 8]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',s3,Ha,ZB=`Examples | |
| $ hf download meta-llama/Llama-3.2-1B-Instruct | |
| $ hf download meta-llama/Llama-3.2-1B-Instruct config.json tokenizer.json | |
| $ hf download meta-llama/Llama-3.2-1B-Instruct —include ”<em>.safetensors” —exclude ”</em>.bin” | |
| $ hf download meta-llama/Llama-3.2-1B-Instruct —local-dir ./models/llama | |
| $ hf download HuggingFaceM4/FineVision art/ —repo-type dataset`,o3,_a,KB=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,a3,wa,p3,Ua,eq="Manage Hugging Face Inference Endpoints.",f3,ya,tq="<strong>Usage</strong>:",u3,ka,m3,Pa,lq="<strong>Options</strong>:",d3,Ea,nq="<li><code>--help</code>: Show this message and exit.</li>",r3,ja,iq="<strong>Commands</strong>:",c3,Ia,sq="<li><code>catalog</code>: Interact with the Inference Endpoints…</li> <li><code>delete</code>: Delete an Inference Endpoint permanently.</li> <li><code>deploy</code>: Deploy an Inference Endpoint from a Hub…</li> <li><code>describe</code>: Get information about an existing endpoint.</li> <li><code>list</code>: Lists all Inference Endpoints for the… [alias: ls]</li> <li><code>list-catalog</code>: List available Catalog models.</li> <li><code>pause</code>: Pause an Inference Endpoint.</li> <li><code>resume</code>: Resume an Inference Endpoint.</li> <li><code>scale-to-zero</code>: Scale an Inference Endpoint to zero.</li> <li><code>update</code>: Update an existing endpoint.</li>",h3,Ja,g3,Oa,oq="Interact with the Inference Endpoints catalog.",T3,Sa,aq="<strong>Usage</strong>:",v3,Ra,$3,Na,pq="<strong>Options</strong>:",x3,Aa,fq="<li><code>--help</code>: Show this message and exit.</li>",M3,Xa,uq="<strong>Commands</strong>:",b3,Ba,mq="<li><code>deploy</code>: Deploy an Inference Endpoint from the…</li> <li><code>list</code>: List available Catalog models. [alias: ls]</li>",L3,qa,C3,Da,dq="Deploy an Inference Endpoint from the Model Catalog.",H3,Ga,rq="<strong>Usage</strong>:",_3,Va,w3,Qa,cq="<strong>Options</strong>:",U3,Fa,hq='<li><code>--repo TEXT</code>: The name of the model repository associated with the Inference Endpoint (e.g. ‘openai/gpt-oss-120b’). [required]</li> <li><code>--name TEXT</code>: Endpoint name.</li> <li><code>--accelerator TEXT</code>: The hardware accelerator to be used for inference (e.g. ‘cpu’, ‘gpu’, ‘neuron’).</li> <li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',y3,za,gq=`Examples | |
| $ hf endpoints catalog deploy —repo meta-llama/Llama-3.2-1B-Instruct`,k3,Ya,Tq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,P3,Wa,E3,Za,vq="List available Catalog models. [alias: ls]",j3,Ka,$q="<strong>Usage</strong>:",I3,ep,J3,tp,xq="<strong>Options</strong>:",O3,lp,Mq='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',S3,np,bq=`Examples | |
| $ hf endpoints catalog ls`,R3,ip,Lq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,N3,sp,A3,op,Cq="Delete an Inference Endpoint permanently.",X3,ap,Hq="<strong>Usage</strong>:",B3,pp,q3,fp,_q="<strong>Arguments</strong>:",D3,up,wq="<li><code>NAME</code>: Endpoint name. [required]</li>",G3,mp,Uq="<strong>Options</strong>:",V3,dp,yq='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--yes</code>: Skip confirmation prompts.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Q3,rp,kq=`Examples | |
| $ hf endpoints delete my-endpoint`,F3,cp,Pq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,z3,hp,Y3,gp,Eq="Deploy an Inference Endpoint from a Hub repository.",W3,Tp,jq="<strong>Usage</strong>:",Z3,vp,K3,$p,Iq="<strong>Arguments</strong>:",e4,xp,Jq="<li><code>NAME</code>: Endpoint name. [required]</li>",t4,Mp,Oq="<strong>Options</strong>:",l4,bp,Sq='<li><code>--repo TEXT</code>: The name of the model repository associated with the Inference Endpoint (e.g. ‘openai/gpt-oss-120b’). [required]</li> <li><code>--framework TEXT</code>: The machine learning framework used for the model (e.g. ‘vllm’). [required]</li> <li><code>--accelerator TEXT</code>: The hardware accelerator to be used for inference (e.g. ‘cpu’). [required]</li> <li><code>--instance-size TEXT</code>: The size or type of the instance to be used for hosting the model (e.g. ‘x4’). [required]</li> <li><code>--instance-type TEXT</code>: The cloud instance type where the Inference Endpoint will be deployed (e.g. ‘intel-icl’). [required]</li> <li><code>--region TEXT</code>: The cloud region in which the Inference Endpoint will be created (e.g. ‘us-east-1’). [required]</li> <li><code>--vendor TEXT</code>: The cloud provider or vendor where the Inference Endpoint will be hosted (e.g. ‘aws’). [required]</li> <li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--task TEXT</code>: The task on which to deploy the model (e.g. ‘text-classification’).</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--min-replica INTEGER</code>: The minimum number of replicas (instances) to keep running for the Inference Endpoint. [default: 1]</li> <li><code>--max-replica INTEGER</code>: The maximum number of replicas (instances) to scale to for the Inference Endpoint. [default: 1]</li> <li><code>--scale-to-zero-timeout INTEGER</code>: The duration in minutes before an inactive endpoint is scaled to zero.</li> <li><code>--scaling-metric [pendingRequests|hardwareUsage]</code>: The metric reference for scaling.</li> <li><code>--scaling-threshold FLOAT</code>: The scaling metric threshold used to trigger a scale up. Ignored when scaling metric is not provided.</li> <li><code>--help</code>: Show this message and exit.</li>',n4,Lp,Rq=`Examples | |
| $ hf endpoints deploy my-endpoint —repo gpt2 —framework pytorch …`,i4,Cp,Nq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,s4,Hp,o4,_p,Aq="Get information about an existing endpoint.",a4,wp,Xq="<strong>Usage</strong>:",p4,Up,f4,yp,Bq="<strong>Arguments</strong>:",u4,kp,qq="<li><code>NAME</code>: Endpoint name. [required]</li>",m4,Pp,Dq="<strong>Options</strong>:",d4,Ep,Gq='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',r4,jp,Vq=`Examples | |
| $ hf endpoints describe my-endpoint`,c4,Ip,Qq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,h4,Jp,g4,Op,Fq="Lists all Inference Endpoints for the given namespace. [alias: ls]",T4,Sp,zq="<strong>Usage</strong>:",v4,Rp,$4,Np,Yq="<strong>Options</strong>:",x4,Ap,Wq='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',M4,Xp,Zq=`Examples | |
| $ hf endpoints ls | |
| $ hf endpoints ls —namespace my-org`,b4,Bp,Kq=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,L4,qp,C4,Dp,eD="List available Catalog models.",H4,Gp,tD="<strong>Usage</strong>:",_4,Vp,w4,Qp,lD="<strong>Options</strong>:",U4,Fp,nD='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',y4,zp,k4,Yp,iD="Pause an Inference Endpoint.",P4,Wp,sD="<strong>Usage</strong>:",E4,Zp,j4,Kp,oD="<strong>Arguments</strong>:",I4,ef,aD="<li><code>NAME</code>: Endpoint name. [required]</li>",J4,tf,pD="<strong>Options</strong>:",O4,lf,fD='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',S4,nf,uD=`Examples | |
| $ hf endpoints pause my-endpoint`,R4,sf,mD=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,N4,of,A4,af,dD="Resume an Inference Endpoint.",X4,pf,rD="<strong>Usage</strong>:",B4,ff,q4,uf,cD="<strong>Arguments</strong>:",D4,mf,hD="<li><code>NAME</code>: Endpoint name. [required]</li>",G4,df,gD="<strong>Options</strong>:",V4,rf,TD='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--fail-if-already-running</code>: If <code>True</code>, the method will raise an error if the Inference Endpoint is already running.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Q4,cf,vD=`Examples | |
| $ hf endpoints resume my-endpoint`,F4,hf,$D=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,z4,gf,Y4,Tf,xD="Scale an Inference Endpoint to zero.",W4,vf,MD="<strong>Usage</strong>:",Z4,$f,K4,xf,bD="<strong>Arguments</strong>:",eU,Mf,LD="<li><code>NAME</code>: Endpoint name. [required]</li>",tU,bf,CD="<strong>Options</strong>:",lU,Lf,HD='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',nU,Cf,_D=`Examples | |
| $ hf endpoints scale-to-zero my-endpoint`,iU,Hf,wD=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,sU,_f,oU,wf,UD="Update an existing endpoint.",aU,Uf,yD="<strong>Usage</strong>:",pU,yf,fU,kf,kD="<strong>Arguments</strong>:",uU,Pf,PD="<li><code>NAME</code>: Endpoint name. [required]</li>",mU,Ef,ED="<strong>Options</strong>:",dU,jf,jD='<li><code>--namespace TEXT</code>: The namespace associated with the Inference Endpoint. Defaults to the current user’s namespace.</li> <li><code>--repo TEXT</code>: The name of the model repository associated with the Inference Endpoint (e.g. ‘openai/gpt-oss-120b’).</li> <li><code>--accelerator TEXT</code>: The hardware accelerator to be used for inference (e.g. ‘cpu’).</li> <li><code>--instance-size TEXT</code>: The size or type of the instance to be used for hosting the model (e.g. ‘x4’).</li> <li><code>--instance-type TEXT</code>: The cloud instance type where the Inference Endpoint will be deployed (e.g. ‘intel-icl’).</li> <li><code>--framework TEXT</code>: The machine learning framework used for the model (e.g. ‘custom’).</li> <li><code>--revision TEXT</code>: The specific model revision to deploy on the Inference Endpoint (e.g. ‘6c0e6080953db56375760c0471a8c5f2929baf11’).</li> <li><code>--task TEXT</code>: The task on which to deploy the model (e.g. ‘text-classification’).</li> <li><code>--min-replica INTEGER</code>: The minimum number of replicas (instances) to keep running for the Inference Endpoint.</li> <li><code>--max-replica INTEGER</code>: The maximum number of replicas (instances) to scale to for the Inference Endpoint.</li> <li><code>--scale-to-zero-timeout INTEGER</code>: The duration in minutes before an inactive endpoint is scaled to zero.</li> <li><code>--scaling-metric [pendingRequests|hardwareUsage]</code>: The metric reference for scaling.</li> <li><code>--scaling-threshold FLOAT</code>: The scaling metric threshold used to trigger a scale up. Ignored when scaling metric is not provided.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',rU,If,ID=`Examples | |
| $ hf endpoints update my-endpoint —min-replica 2`,cU,Jf,JD=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,hU,Of,gU,Sf,OD="Print information about the environment.",TU,Rf,SD="<strong>Usage</strong>:",vU,Nf,$U,Af,RD="<strong>Options</strong>:",xU,Xf,ND="<li><code>--help</code>: Show this message and exit.</li>",MU,Bf,bU,qf,AD="Manage hf CLI extensions. [alias: ext]",LU,Df,XD="Security Warning: extensions are third-party executables or Python packages. Install only from sources you trust.",CU,Gf,BD="<strong>Usage</strong>:",HU,Vf,_U,Qf,qD="<strong>Options</strong>:",wU,Ff,DD="<li><code>--help</code>: Show this message and exit.</li>",UU,zf,GD="<strong>Commands</strong>:",yU,Yf,VD="<li><code>exec</code>: Execute an installed extension.</li> <li><code>install</code>: Install an extension from a public GitHub…</li> <li><code>list</code>: List installed extension commands. [alias: ls]</li> <li><code>remove</code>: Remove an installed extension. [alias: rm]</li> <li><code>search</code>: Search extensions available on GitHub…</li>",kU,Wf,PU,Zf,QD="Execute an installed extension.",EU,Kf,FD="<strong>Usage</strong>:",jU,eu,IU,tu,zD="<strong>Arguments</strong>:",JU,lu,YD="<li><code>NAME</code>: Extension name (with or without <code>hf-</code> prefix). [required]</li>",OU,nu,WD="<strong>Options</strong>:",SU,iu,ZD="<li><code>--help</code>: Show this message and exit.</li>",RU,su,KD=`Examples | |
| $ hf extensions exec claude — —help | |
| $ hf extensions exec claude —model zai-org/GLM-5`,NU,ou,eG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,AU,au,XU,pu,tG="Install an extension from a public GitHub repository.",BU,fu,lG=`Security warning: this installs a third-party executable or Python package. | |
| Install only from sources you trust.`,qU,uu,nG="<strong>Usage</strong>:",DU,mu,GU,du,iG="<strong>Arguments</strong>:",VU,ru,sG="<li><code>REPO_ID</code>: GitHub extension repository in <code>[OWNER/]hf-<name></code> format. [required]</li>",QU,cu,oG="<strong>Options</strong>:",FU,hu,aG="<li><code>--force</code>: Overwrite if already installed.</li> <li><code>--help</code>: Show this message and exit.</li>",zU,gu,pG=`Examples | |
| $ hf extensions install hf-claude | |
| $ hf extensions install hanouticelina/hf-claude | |
| $ hf extensions install alvarobartt/hf-mem`,YU,Tu,fG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,WU,vu,ZU,$u,uG="List installed extension commands. [alias: ls]",KU,xu,mG="<strong>Usage</strong>:",ey,Mu,ty,bu,dG="<strong>Options</strong>:",ly,Lu,rG="<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>",ny,Cu,cG=`Examples | |
| $ hf extensions list`,iy,Hu,hG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,sy,_u,oy,wu,gG="Remove an installed extension. [alias: rm]",ay,Uu,TG="<strong>Usage</strong>:",py,yu,fy,ku,vG="<strong>Arguments</strong>:",uy,Pu,$G="<li><code>NAME</code>: Extension name to remove (with or without <code>hf-</code> prefix). [required]</li>",my,Eu,xG="<strong>Options</strong>:",dy,ju,MG="<li><code>--help</code>: Show this message and exit.</li>",ry,Iu,bG=`Examples | |
| $ hf extensions remove claude`,cy,Ju,LG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,hy,Ou,gy,Su,CG="Search extensions available on GitHub (tagged with ‘hf-extension’ topic).",Ty,Ru,HG="<strong>Usage</strong>:",vy,Nu,$y,Au,_G="<strong>Options</strong>:",xy,Xu,wG="<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>",My,Bu,UG=`Examples | |
| $ hf extensions search`,by,qu,yG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Ly,Du,Cy,Gu,kG="Run and manage Jobs on the Hub.",Hy,Vu,PG="<strong>Usage</strong>:",_y,Qu,wy,Fu,EG="<strong>Options</strong>:",Uy,zu,jG="<li><code>--help</code>: Show this message and exit.</li>",yy,Yu,IG="<strong>Commands</strong>:",ky,Wu,JG="<li><code>cancel</code>: Cancel a Job</li> <li><code>hardware</code>: List available hardware options for Jobs</li> <li><code>inspect</code>: Display detailed information on one or…</li> <li><code>logs</code>: Fetch the logs of a Job.</li> <li><code>ps</code>: List Jobs.</li> <li><code>run</code>: Run a Job.</li> <li><code>scheduled</code>: Create and manage scheduled Jobs on the Hub.</li> <li><code>stats</code>: Fetch the resource usage statistics and…</li> <li><code>uv</code>: Run UV scripts (Python with inline…</li>",Py,Zu,Ey,Ku,OG="Cancel a Job",jy,em,SG="<strong>Usage</strong>:",Iy,tm,Jy,lm,RG="<strong>Arguments</strong>:",Oy,nm,NG="<li><code>JOB_ID</code>: Job ID (or ‘namespace/job_id’) [required]</li>",Sy,im,AG="<strong>Options</strong>:",Ry,sm,XG='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Ny,om,BG=`Examples | |
| $ hf jobs cancel <job_id>`,Ay,am,qG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Xy,pm,By,fm,DG="List available hardware options for Jobs",qy,um,GG="<strong>Usage</strong>:",Dy,mm,Gy,dm,VG="<strong>Options</strong>:",Vy,rm,QG="<li><code>--help</code>: Show this message and exit.</li>",Qy,cm,FG=`Examples | |
| $ hf jobs hardware`,Fy,hm,zG=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,zy,gm,Yy,Tm,YG="Display detailed information on one or more Jobs",Wy,vm,WG="<strong>Usage</strong>:",Zy,$m,Ky,xm,ZG="<strong>Arguments</strong>:",e0,Mm,KG="<li><code>JOB_IDS...</code>: Job IDs to inspect (or ‘namespace/job_id’) [required]</li>",t0,bm,eV="<strong>Options</strong>:",l0,Lm,tV='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',n0,Cm,lV=`Examples | |
| $ hf jobs inspect <job_id>`,i0,Hm,nV=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,s0,_m,o0,wm,iV="Fetch the logs of a Job.",a0,Um,sV=`By default, prints currently available logs and exits (non-blocking). | |
| Use —follow/-f to stream logs in real-time until the job completes.`,p0,ym,oV="<strong>Usage</strong>:",f0,km,u0,Pm,aV="<strong>Arguments</strong>:",m0,Em,pV="<li><code>JOB_ID</code>: Job ID (or ‘namespace/job_id’) [required]</li>",d0,jm,fV="<strong>Options</strong>:",r0,Im,uV='<li><code>-f, --follow</code>: Follow log output (stream until the job completes). Without this flag, only currently available logs are printed.</li> <li><code>-n, --tail INTEGER</code>: Number of lines to show from the end of the logs.</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',c0,Jm,mV=`Examples | |
| $ hf jobs logs <job_id> | |
| $ hf jobs logs -f <job_id> | |
| $ hf jobs logs —tail 20 <job_id>`,h0,Om,dV=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,g0,Sm,T0,Rm,rV="List Jobs.",v0,Nm,cV="<strong>Usage</strong>:",$0,Am,x0,Xm,hV="<strong>Options</strong>:",M0,Bm,gV='<li><code>-a, --all</code>: Show all Jobs (default shows just running)</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>-f, --filter TEXT</code>: Filter output based on conditions provided (format: key=value)</li> <li><code>--format TEXT</code>: Output format: ‘table’ (default), ‘json’, or a Go template (e.g. ‘{{.id}}‘)</li> <li><code>-q, --quiet</code>: Print only IDs (one per line).</li> <li><code>--help</code>: Show this message and exit.</li>',b0,qm,TV=`Examples | |
| $ hf jobs ps | |
| $ hf jobs ps -a`,L0,Dm,vV=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,C0,Gm,H0,Vm,$V="Run a Job.",_0,Qm,xV="<strong>Usage</strong>:",w0,Fm,U0,zm,MV="<strong>Arguments</strong>:",y0,Ym,bV="<li><code>IMAGE</code>: The Docker image to use. [required]</li> <li><code>COMMAND...</code>: The command to run. [required]</li>",k0,Wm,LV="<strong>Options</strong>:",P0,Zm,CV='<li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>-l, --label TEXT</code>: Set labels. E.g. —label KEY=VALUE or —label LABEL</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Flavor for the hardware, as in HF Spaces. Run ‘hf jobs hardware’ to list available flavors. Defaults to <code>cpu-basic</code>.</li> <li><code>--timeout TEXT</code>: Max duration: int/float with s (seconds, default), m (minutes), h (hours) or d (days).</li> <li><code>-d, --detach</code>: Run the Job in the background and print the Job ID.</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',E0,Km,HV=`Examples | |
| $ hf jobs run python:3.12 python -c ‘print(“Hello!”)’ | |
| $ hf jobs run -e FOO=foo python:3.12 python script.py | |
| $ hf jobs run —secrets HF_TOKEN python:3.12 python script.py | |
| $ hf jobs run -v hf://gpt2:/data -v hf://buckets/org/b:/mnt python:3.12 python script.py`,j0,ed,_V=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,I0,td,J0,ld,wV="Create and manage scheduled Jobs on the Hub.",O0,nd,UV="<strong>Usage</strong>:",S0,id,R0,sd,yV="<strong>Options</strong>:",N0,od,kV="<li><code>--help</code>: Show this message and exit.</li>",A0,ad,PV="<strong>Commands</strong>:",X0,pd,EV="<li><code>delete</code>: Delete a scheduled Job.</li> <li><code>inspect</code>: Display detailed information on one or…</li> <li><code>ps</code>: List scheduled Jobs</li> <li><code>resume</code>: Resume (unpause) a scheduled Job.</li> <li><code>run</code>: Schedule a Job.</li> <li><code>suspend</code>: Suspend (pause) a scheduled Job.</li> <li><code>uv</code>: Schedule UV scripts on HF infrastructure.</li>",B0,fd,q0,ud,jV="Delete a scheduled Job.",D0,md,IV="<strong>Usage</strong>:",G0,dd,V0,rd,JV="<strong>Arguments</strong>:",Q0,cd,OV="<li><code>SCHEDULED_JOB_ID</code>: Scheduled Job ID (or ‘namespace/scheduled_job_id’) [required]</li>",F0,hd,SV="<strong>Options</strong>:",z0,gd,RV='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Y0,Td,NV=`Examples | |
| $ hf jobs scheduled delete <id>`,W0,vd,AV=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Z0,$d,K0,xd,XV="Display detailed information on one or more scheduled Jobs",ek,Md,BV="<strong>Usage</strong>:",tk,bd,lk,Ld,qV="<strong>Arguments</strong>:",nk,Cd,DV="<li><code>SCHEDULED_JOB_IDS...</code>: Scheduled Job IDs to inspect (or ‘namespace/scheduled_job_id’) [required]</li>",ik,Hd,GV="<strong>Options</strong>:",sk,_d,VV='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',ok,wd,QV=`Examples | |
| $ hf jobs scheduled inspect <id>`,ak,Ud,FV=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,pk,yd,fk,kd,zV="List scheduled Jobs",uk,Pd,YV="<strong>Usage</strong>:",mk,Ed,dk,jd,WV="<strong>Options</strong>:",rk,Id,ZV='<li><code>-a, --all</code>: Show all scheduled Jobs (default hides suspended)</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>-f, --filter TEXT</code>: Filter output based on conditions provided (format: key=value)</li> <li><code>--format TEXT</code>: Output format: ‘table’ (default), ‘json’, or a Go template (e.g. ‘{{.id}}‘)</li> <li><code>-q, --quiet</code>: Print only IDs (one per line).</li> <li><code>--help</code>: Show this message and exit.</li>',ck,Jd,KV=`Examples | |
| $ hf jobs scheduled ps`,hk,Od,eQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,gk,Sd,Tk,Rd,tQ="Resume (unpause) a scheduled Job.",vk,Nd,lQ="<strong>Usage</strong>:",$k,Ad,xk,Xd,nQ="<strong>Arguments</strong>:",Mk,Bd,iQ="<li><code>SCHEDULED_JOB_ID</code>: Scheduled Job ID (or ‘namespace/scheduled_job_id’) [required]</li>",bk,qd,sQ="<strong>Options</strong>:",Lk,Dd,oQ='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Ck,Gd,aQ=`Examples | |
| $ hf jobs scheduled resume <id>`,Hk,Vd,pQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,_k,Qd,wk,Fd,fQ="Schedule a Job.",Uk,zd,uQ="<strong>Usage</strong>:",yk,Yd,kk,Wd,mQ="<strong>Arguments</strong>:",Pk,Zd,dQ="<li><code>SCHEDULE</code>: One of annually, yearly, monthly, weekly, daily, hourly, or a CRON schedule expression. [required]</li> <li><code>IMAGE</code>: The Docker image to use. [required]</li> <li><code>COMMAND...</code>: The command to run. [required]</li>",Ek,Kd,rQ="<strong>Options</strong>:",jk,er,cQ='<li><code>--suspend / --no-suspend</code>: Suspend (pause) the scheduled Job</li> <li><code>--concurrency / --no-concurrency</code>: Allow multiple instances of this Job to run concurrently</li> <li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>-l, --label TEXT</code>: Set labels. E.g. —label KEY=VALUE or —label LABEL</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Flavor for the hardware, as in HF Spaces. Run ‘hf jobs hardware’ to list available flavors. Defaults to <code>cpu-basic</code>.</li> <li><code>--timeout TEXT</code>: Max duration: int/float with s (seconds, default), m (minutes), h (hours) or d (days).</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Ik,tr,hQ=`Examples | |
| $ hf jobs scheduled run “0 0 * * *” python:3.12 python script.py`,Jk,lr,gQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Ok,nr,Sk,ir,TQ="Suspend (pause) a scheduled Job.",Rk,sr,vQ="<strong>Usage</strong>:",Nk,or,Ak,ar,$Q="<strong>Arguments</strong>:",Xk,pr,xQ="<li><code>SCHEDULED_JOB_ID</code>: Scheduled Job ID (or ‘namespace/scheduled_job_id’) [required]</li>",Bk,fr,MQ="<strong>Options</strong>:",qk,ur,bQ='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Dk,mr,LQ=`Examples | |
| $ hf jobs scheduled suspend <id>`,Gk,dr,CQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Vk,rr,Qk,cr,HQ="Schedule UV scripts on HF infrastructure.",Fk,hr,_Q="<strong>Usage</strong>:",zk,gr,Yk,Tr,wQ="<strong>Options</strong>:",Wk,vr,UQ="<li><code>--help</code>: Show this message and exit.</li>",Zk,$r,yQ="<strong>Commands</strong>:",Kk,xr,kQ="<li><code>run</code>: Run a UV script (local file or URL) on HF…</li>",e9,Mr,t9,br,PQ="Run a UV script (local file or URL) on HF infrastructure",l9,Lr,EQ="<strong>Usage</strong>:",n9,Cr,i9,Hr,jQ="<strong>Arguments</strong>:",s9,_r,IQ="<li><code>SCHEDULE</code>: One of annually, yearly, monthly, weekly, daily, hourly, or a CRON schedule expression. [required]</li> <li><code>SCRIPT</code>: UV script to run (local file or URL) [required]</li> <li><code>[SCRIPT_ARGS]...</code>: Arguments for the script</li>",o9,wr,JQ="<strong>Options</strong>:",a9,Ur,OQ='<li><code>--suspend / --no-suspend</code>: Suspend (pause) the scheduled Job</li> <li><code>--concurrency / --no-concurrency</code>: Allow multiple instances of this Job to run concurrently</li> <li><code>--image TEXT</code>: Use a custom Docker image with <code>uv</code> installed.</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Flavor for the hardware, as in HF Spaces. Run ‘hf jobs hardware’ to list available flavors. Defaults to <code>cpu-basic</code>.</li> <li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>-l, --label TEXT</code>: Set labels. E.g. —label KEY=VALUE or —label LABEL</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>--timeout TEXT</code>: Max duration: int/float with s (seconds, default), m (minutes), h (hours) or d (days).</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--with TEXT</code>: Run with the given packages installed</li> <li><code>-p, --python TEXT</code>: The Python interpreter to use for the run environment</li> <li><code>--help</code>: Show this message and exit.</li>',p9,yr,SQ=`Examples | |
| $ hf jobs scheduled uv run “0 0 * * <em>” script.py | |
| $ hf jobs scheduled uv run “0 0</em> * *” script.py —with pandas`,f9,kr,RQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,u9,Pr,m9,Er,NQ="Fetch the resource usage statistics and metrics of Jobs",d9,jr,AQ="<strong>Usage</strong>:",r9,Ir,c9,Jr,XQ="<strong>Arguments</strong>:",h9,Or,BQ="<li><code>[JOB_IDS]...</code>: Job IDs (or ‘namespace/job_id’)</li>",g9,Sr,qQ="<strong>Options</strong>:",T9,Rr,DQ='<li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',v9,Nr,GQ=`Examples | |
| $ hf jobs stats <job_id>`,$9,Ar,VQ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,x9,Xr,M9,Br,QQ="Run UV scripts (Python with inline dependencies) on HF infrastructure.",b9,qr,FQ="<strong>Usage</strong>:",L9,Dr,C9,Gr,zQ="<strong>Options</strong>:",H9,Vr,YQ="<li><code>--help</code>: Show this message and exit.</li>",_9,Qr,WQ="<strong>Commands</strong>:",w9,Fr,ZQ="<li><code>run</code>: Run a UV script (local file or URL) on HF…</li>",U9,zr,y9,Yr,KQ="Run a UV script (local file or URL) on HF infrastructure",k9,Wr,eF="<strong>Usage</strong>:",P9,Zr,E9,Kr,tF="<strong>Arguments</strong>:",j9,ec,lF="<li><code>SCRIPT</code>: UV script to run (local file or URL) [required]</li> <li><code>[SCRIPT_ARGS]...</code>: Arguments for the script</li>",I9,tc,nF="<strong>Options</strong>:",J9,lc,iF='<li><code>--image TEXT</code>: Use a custom Docker image with <code>uv</code> installed.</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Flavor for the hardware, as in HF Spaces. Run ‘hf jobs hardware’ to list available flavors. Defaults to <code>cpu-basic</code>.</li> <li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>-l, --label TEXT</code>: Set labels. E.g. —label KEY=VALUE or —label LABEL</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>--timeout TEXT</code>: Max duration: int/float with s (seconds, default), m (minutes), h (hours) or d (days).</li> <li><code>-d, --detach</code>: Run the Job in the background and print the Job ID.</li> <li><code>--namespace TEXT</code>: The namespace where the job will be running. Defaults to the current user’s namespace.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--with TEXT</code>: Run with the given packages installed</li> <li><code>-p, --python TEXT</code>: The Python interpreter to use for the run environment</li> <li><code>--help</code>: Show this message and exit.</li>',O9,nc,sF=`Examples | |
| $ hf jobs uv run my_script.py | |
| $ hf jobs uv run ml_training.py —flavor a10g-small | |
| $ hf jobs uv run —with transformers train.py | |
| $ hf jobs uv run -v hf://gpt2:/data -v hf://buckets/org/b:/mnt script.py`,S9,ic,oF=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,R9,sc,N9,oc,aF="Configure your repository to enable upload of files > 5GB.",A9,ac,pF=`This command sets up git-lfs to use the custom multipart transfer agent | |
| which enables efficient uploading of large files in chunks.`,X9,pc,fF="<strong>Usage</strong>:",B9,fc,q9,uc,uF="<strong>Arguments</strong>:",D9,mc,mF="<li><code>PATH</code>: Local path to repository you want to configure. [required]</li>",G9,dc,dF="<strong>Options</strong>:",V9,rc,rF="<li><code>--help</code>: Show this message and exit.</li>",Q9,cc,F9,hc,cF="Internal git-lfs custom transfer agent for multipart uploads.",z9,gc,hF=`This function implements the custom transfer protocol for git-lfs multipart uploads. | |
| Handles chunked uploads of large files to Hugging Face Hub.`,Y9,Tc,gF="<strong>Usage</strong>:",W9,vc,Z9,$c,TF="<strong>Options</strong>:",K9,xc,vF="<li><code>--help</code>: Show this message and exit.</li>",e6,Mc,t6,bc,$F="Interact with models on the Hub.",l6,Lc,xF="<strong>Usage</strong>:",n6,Cc,i6,Hc,MF="<strong>Options</strong>:",s6,_c,bF="<li><code>--help</code>: Show this message and exit.</li>",o6,wc,LF="<strong>Commands</strong>:",a6,Uc,CF="<li><code>info</code>: Get info about a model on the Hub.</li> <li><code>list</code>: List models on the Hub. [alias: ls]</li>",p6,yc,f6,kc,HF="Get info about a model on the Hub.",u6,Pc,_F="<strong>Usage</strong>:",m6,Ec,d6,jc,wF="<strong>Arguments</strong>:",r6,Ic,UF="<li><code>MODEL_ID</code>: The model ID (e.g. <code>username/repo-name</code>). [required]</li>",c6,Jc,yF="<strong>Options</strong>:",h6,Oc,kF='<li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=downloads,likes,tags’. Valid: author, baseModels, cardData, childrenModelCount, config, createdAt, disabled, downloads, downloadsAllTime, evalResults, gated, gguf, inference, inferenceProviderMapping, lastModified, library_name, likes, mask_token, model-index, pipeline_tag, private, resourceGroup, safetensors, sha, siblings, spaces, tags, transformersInfo, trendingScore, usedStorage, widgetData.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',g6,Sc,PF=`Examples | |
| $ hf models info meta-llama/Llama-3.2-1B-Instruct | |
| $ hf models info Qwen/Qwen3.5-9B —expand downloads,likes,tags`,T6,Rc,EF=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,v6,Nc,$6,Ac,jF="List models on the Hub. [alias: ls]",x6,Xc,IF="<strong>Usage</strong>:",M6,Bc,b6,qc,JF="<strong>Options</strong>:",L6,Dc,OF='<li><code>--search TEXT</code>: Search query.</li> <li><code>--author TEXT</code>: Filter by author or organization.</li> <li><code>--filter TEXT</code>: Filter by tags (e.g. ‘text-classification’). Can be used multiple times.</li> <li><code>--num-parameters TEXT</code>: Filter by parameter count, e.g. ‘min:6B,max:128B’.</li> <li><code>--sort [created_at|downloads|last_modified|likes|trending_score]</code>: Sort results.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 10]</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=downloads,likes,tags’. Valid: author, baseModels, cardData, childrenModelCount, config, createdAt, disabled, downloads, downloadsAllTime, evalResults, gated, gguf, inference, inferenceProviderMapping, lastModified, library_name, likes, mask_token, model-index, pipeline_tag, private, resourceGroup, safetensors, sha, siblings, spaces, tags, transformersInfo, trendingScore, usedStorage, widgetData.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',C6,Gc,SF=`Examples | |
| $ hf models ls —sort downloads —limit 10 | |
| $ hf models ls —search “llama” —author meta-llama | |
| $ hf models ls —num-parameters min:6B,max:128B —sort likes`,H6,Vc,RF=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,_6,Qc,w6,Fc,NF="Interact with papers on the Hub.",U6,zc,AF="<strong>Usage</strong>:",y6,Yc,k6,Wc,XF="<strong>Options</strong>:",P6,Zc,BF="<li><code>--help</code>: Show this message and exit.</li>",E6,Kc,qF="<strong>Commands</strong>:",j6,eh,DF="<li><code>info</code>: Get info about a paper on the Hub.</li> <li><code>list</code>: List daily papers on the Hub. [alias: ls]</li> <li><code>read</code>: Read a paper as markdown.</li> <li><code>search</code>: Search papers on the Hub.</li>",I6,th,J6,lh,GF="Get info about a paper on the Hub.",O6,nh,VF="<strong>Usage</strong>:",S6,ih,R6,sh,QF="<strong>Arguments</strong>:",N6,oh,FF="<li><code>PAPER_ID</code>: The arXiv paper ID (e.g. ‘2502.08025’). [required]</li>",A6,ah,zF="<strong>Options</strong>:",X6,ph,YF='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',B6,fh,WF=`Examples | |
| $ hf papers info 2601.15621`,q6,uh,ZF=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,D6,mh,G6,dh,KF="List daily papers on the Hub. [alias: ls]",V6,rh,ez="<strong>Usage</strong>:",Q6,ch,F6,hh,tz="<strong>Options</strong>:",z6,gh,lz='<li><code>--date TEXT</code>: Date in ISO format (YYYY-MM-DD) or ‘today’.</li> <li><code>--week TEXT</code>: ISO week to filter by, e.g. ‘2025-W09’.</li> <li><code>--month TEXT</code>: Month to filter by in ISO format (YYYY-MM), e.g. ‘2025-02’.</li> <li><code>--submitter TEXT</code>: Filter by username of the submitter.</li> <li><code>--sort [publishedAt|trending]</code>: Sort results.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 50]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Y6,Th,nz=`Examples | |
| $ hf papers ls | |
| $ hf papers ls —sort trending | |
| $ hf papers ls —date 2025-01-23 | |
| $ hf papers ls —week 2025-W09 | |
| $ hf papers ls —submitter akhaliq | |
| $ hf papers ls —format json`,W6,vh,iz=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Z6,$h,K6,xh,sz="Read a paper as markdown.",eP,Mh,oz="<strong>Usage</strong>:",tP,bh,lP,Lh,az="<strong>Arguments</strong>:",nP,Ch,pz="<li><code>PAPER_ID</code>: The arXiv paper ID (e.g. ‘2502.08025’). [required]</li>",iP,Hh,fz="<strong>Options</strong>:",sP,_h,uz='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',oP,wh,mz=`Examples | |
| $ hf papers read 2601.15621`,aP,Uh,dz=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,pP,yh,fP,kh,rz="Search papers on the Hub.",uP,Ph,cz="<strong>Usage</strong>:",mP,Eh,dP,jh,hz="<strong>Arguments</strong>:",rP,Ih,gz="<li><code>QUERY</code>: Search query string. [required]</li>",cP,Jh,Tz="<strong>Options</strong>:",hP,Oh,vz='<li><code>--limit INTEGER</code>: Limit the number of results. [default: 20]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',gP,Sh,$z=`Examples | |
| $ hf papers search “vision language” | |
| $ hf papers search “attention mechanism” —limit 10 | |
| $ hf papers search “diffusion” —format json`,TP,Rh,xz=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,vP,Nh,$P,Ah,Mz="Manage repos on the Hub. [alias: repo]",xP,Xh,bz="<strong>Usage</strong>:",MP,Bh,bP,qh,Lz="<strong>Options</strong>:",LP,Dh,Cz="<li><code>--help</code>: Show this message and exit.</li>",CP,Gh,Hz="<strong>Commands</strong>:",HP,Vh,_z="<li><code>branch</code>: Manage branches for a repo on the Hub.</li> <li><code>create</code>: Create a new repo on the Hub.</li> <li><code>delete</code>: Delete a repo from the Hub.</li> <li><code>delete-files</code>: Delete files from a repo on the Hub.</li> <li><code>duplicate</code>: Duplicate a repo on the Hub (model,…</li> <li><code>move</code>: Move a repository from a namespace to…</li> <li><code>settings</code>: Update the settings of a repository.</li> <li><code>tag</code>: Manage tags for a repo on the Hub.</li>",_P,Qh,wP,Fh,wz="Manage branches for a repo on the Hub.",UP,zh,Uz="<strong>Usage</strong>:",yP,Yh,kP,Wh,yz="<strong>Options</strong>:",PP,Zh,kz="<li><code>--help</code>: Show this message and exit.</li>",EP,Kh,Pz="<strong>Commands</strong>:",jP,eg,Ez="<li><code>create</code>: Create a new branch for a repo on the Hub.</li> <li><code>delete</code>: Delete a branch from a repo on the Hub.</li>",IP,tg,JP,lg,jz="Create a new branch for a repo on the Hub.",OP,ng,Iz="<strong>Usage</strong>:",SP,ig,RP,sg,Jz="<strong>Arguments</strong>:",NP,og,Oz="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>BRANCH</code>: The name of the branch to create. [required]</li>",AP,ag,Sz="<strong>Options</strong>:",XP,pg,Rz='<li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--exist-ok / --no-exist-ok</code>: If set to True, do not raise an error if branch already exists. [default: no-exist-ok]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',BP,fg,Nz=`Examples | |
| $ hf repos branch create my-model dev | |
| $ hf repos branch create my-model dev —revision abc123`,qP,ug,Az=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,DP,mg,GP,dg,Xz="Delete a branch from a repo on the Hub.",VP,rg,Bz="<strong>Usage</strong>:",QP,cg,FP,hg,qz="<strong>Arguments</strong>:",zP,gg,Dz="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>BRANCH</code>: The name of the branch to delete. [required]</li>",YP,Tg,Gz="<strong>Options</strong>:",WP,vg,Vz='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',ZP,$g,Qz=`Examples | |
| $ hf repos branch delete my-model dev`,KP,xg,Fz=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,e7,Mg,t7,bg,zz="Create a new repo on the Hub.",l7,Lg,Yz="<strong>Usage</strong>:",n7,Cg,i7,Hg,Wz="<strong>Arguments</strong>:",s7,_g,Zz="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",o7,wg,Kz="<strong>Options</strong>:",a7,Ug,eY='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--space-sdk TEXT</code>: Hugging Face Spaces SDK type. Required when —type is set to ‘space’.</li> <li><code>--private / --no-private</code>: Whether to create a private repo if repo doesn’t exist on the Hub. Ignored if the repo already exists.</li> <li><code>--public</code>: Whether to make the repo public. Ignored if the repo already exists.</li> <li><code>--protected</code>: Whether to make the Space protected (Spaces only). Ignored if the repo already exists.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--exist-ok / --no-exist-ok</code>: Do not raise an error if repo already exists. [default: no-exist-ok]</li> <li><code>--resource-group-id TEXT</code>: Resource group in which to create the repo. Resource groups is only available for Enterprise Hub organizations.</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Space hardware flavor (e.g. ‘cpu-basic’, ‘t4-medium’, ‘l4x4’). Only for Spaces.</li> <li><code>--storage [small|medium|large]</code>: (Deprecated, use volumes instead) Space persistent storage tier (‘small’, ‘medium’, or ‘large’). Only for Spaces.</li> <li><code>--sleep-time INTEGER</code>: Seconds of inactivity before the Space is put to sleep. Use -1 to disable. Only for Spaces.</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',p7,yg,tY=`Examples | |
| $ hf repos create my-model | |
| $ hf repos create my-dataset —repo-type dataset —private | |
| $ hf repos create my-space —type space —space-sdk gradio —flavor t4-medium —secrets HF_TOKEN -e THEME=dark —protected | |
| $ hf repos create my-space —type space —space-sdk gradio -v hf://gpt2:/models -v hf://buckets/org/b:/data`,f7,kg,lY=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,u7,Pg,m7,Eg,nY="Delete a repo from the Hub. This is an irreversible operation.",d7,jg,iY="<strong>Usage</strong>:",r7,Ig,c7,Jg,sY="<strong>Arguments</strong>:",h7,Og,oY="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",g7,Sg,aY="<strong>Options</strong>:",T7,Rg,pY='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--missing-ok / --no-missing-ok</code>: If set to True, do not raise an error if repo does not exist. [default: no-missing-ok]</li> <li><code>-y, --yes</code>: Answer Yes to prompt automatically.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',v7,Ng,fY=`Examples | |
| $ hf repos delete my-model`,$7,Ag,uY=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,x7,Xg,M7,Bg,mY="Delete files from a repo on the Hub.",b7,qg,dY="<strong>Usage</strong>:",L7,Dg,C7,Gg,rY="<strong>Arguments</strong>:",H7,Vg,cY="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>PATTERNS...</code>: Glob patterns to match files to delete. Based on fnmatch, ’*’ matches files recursively. [required]</li>",_7,Qg,hY="<strong>Options</strong>:",w7,Fg,gY='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--commit-message TEXT</code>: The summary / title / first line of the generated commit.</li> <li><code>--commit-description TEXT</code>: The description of the generated commit.</li> <li><code>--create-pr / --no-create-pr</code>: Whether to create a new Pull Request for these changes. [default: no-create-pr]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',U7,zg,TY=`Examples | |
| $ hf repos delete-files my-model file.txt | |
| $ hf repos delete-files my-model “*.json” | |
| $ hf repos delete-files my-model folder/`,y7,Yg,vY=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,k7,Wg,P7,Zg,$Y="Duplicate a repo on the Hub (model, dataset, or Space).",E7,Kg,xY="<strong>Usage</strong>:",j7,eT,I7,tT,MY="<strong>Arguments</strong>:",J7,lT,bY="<li><code>FROM_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>[TO_ID]</code>: Destination repo ID (e.g. <code>myorg/my-copy</code>). Defaults to your namespace with the same repo name.</li>",O7,nT,LY="<strong>Options</strong>:",S7,iT,CY='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--private / --no-private</code>: Whether to create a private repo if repo doesn’t exist on the Hub. Ignored if the repo already exists.</li> <li><code>--public</code>: Whether to make the repo public. Ignored if the repo already exists.</li> <li><code>--protected</code>: Whether to make the Space protected (Spaces only). Ignored if the repo already exists.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--exist-ok / --no-exist-ok</code>: Do not raise an error if repo already exists. [default: no-exist-ok]</li> <li><code>--flavor [cpu-basic|cpu-upgrade|cpu-performance|cpu-xl|sprx8|zero-a10g|t4-small|t4-medium|l4x1|l4x4|l40sx1|l40sx4|l40sx8|a10g-small|a10g-large|a10g-largex2|a10g-largex4|a100-large|a100x4|a100x8|h200|h200x2|h200x4|h200x8|inf2x6]</code>: Space hardware flavor (e.g. ‘cpu-basic’, ‘t4-medium’, ‘l4x4’). Only for Spaces.</li> <li><code>--storage [small|medium|large]</code>: (Deprecated, use volumes instead) Space persistent storage tier (‘small’, ‘medium’, or ‘large’). Only for Spaces.</li> <li><code>--sleep-time INTEGER</code>: Seconds of inactivity before the Space is put to sleep. Use -1 to disable. Only for Spaces.</li> <li><code>-s, --secrets TEXT</code>: Set secret environment variables. E.g. —secrets SECRET=value or <code>--secrets HF_TOKEN</code> to pass your Hugging Face token.</li> <li><code>--secrets-file TEXT</code>: Read in a file of secret environment variables.</li> <li><code>-e, --env TEXT</code>: Set environment variables. E.g. —env ENV=value</li> <li><code>--env-file TEXT</code>: Read in a file of environment variables.</li> <li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',R7,sT,HY=`Examples | |
| $ hf repos duplicate openai/gdpval —type dataset | |
| $ hf repos duplicate multimodalart/dreambooth-training my-dreambooth —type space —flavor l4x4 —secrets HF_TOKEN —private | |
| $ hf repos duplicate org/my-space my-space —type space -v hf://gpt2:/models -v hf://buckets/org/b:/data`,N7,oT,_Y=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,A7,aT,X7,pT,wY="Move a repository from a namespace to another namespace.",B7,fT,UY="<strong>Usage</strong>:",q7,uT,D7,mT,yY="<strong>Arguments</strong>:",G7,dT,kY="<li><code>FROM_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>TO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",V7,rT,PY="<strong>Options</strong>:",Q7,cT,EY='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',F7,hT,jY=`Examples | |
| $ hf repos move old-namespace/my-model new-namespace/my-model`,z7,gT,IY=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Y7,TT,W7,vT,JY="Update the settings of a repository.",Z7,$T,OY="<strong>Usage</strong>:",K7,xT,e8,MT,SY="<strong>Arguments</strong>:",t8,bT,RY="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",l8,LT,NY="<strong>Options</strong>:",n8,CT,AY='<li><code>--gated [auto|manual|false]</code>: The gated status for the repository.</li> <li><code>--private / --no-private</code>: Whether to create a private repo if repo doesn’t exist on the Hub. Ignored if the repo already exists.</li> <li><code>--public</code>: Whether to make the repo public. Ignored if the repo already exists.</li> <li><code>--protected</code>: Whether to make the Space protected (Spaces only). Ignored if the repo already exists.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',i8,HT,XY=`Examples | |
| $ hf repos settings my-model —private | |
| $ hf repos settings my-model —gated auto | |
| $ hf repos settings my-space —repo-type space —protected`,s8,_T,BY=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,o8,wT,a8,UT,qY="Manage tags for a repo on the Hub.",p8,yT,DY="<strong>Usage</strong>:",f8,kT,u8,PT,GY="<strong>Options</strong>:",m8,ET,VY="<li><code>--help</code>: Show this message and exit.</li>",d8,jT,QY="<strong>Commands</strong>:",r8,IT,FY="<li><code>create</code>: Create a tag for a repo.</li> <li><code>delete</code>: Delete a tag for a repo.</li> <li><code>list</code>: List tags for a repo. [alias: ls]</li>",c8,JT,h8,OT,zY="Create a tag for a repo.",g8,ST,YY="<strong>Usage</strong>:",T8,RT,v8,NT,WY="<strong>Arguments</strong>:",$8,AT,ZY="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>TAG</code>: The name of the tag to create. [required]</li>",x8,XT,KY="<strong>Options</strong>:",M8,BT,eW='<li><code>-m, --message TEXT</code>: The description of the tag to create.</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',b8,qT,tW=`Examples | |
| $ hf repos tag create my-model v1.0 | |
| $ hf repos tag create my-model v1.0 -m “First release”`,L8,DT,lW=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,C8,GT,H8,VT,nW="Delete a tag for a repo.",_8,QT,iW="<strong>Usage</strong>:",w8,FT,U8,zT,sW="<strong>Arguments</strong>:",y8,YT,oW="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>TAG</code>: The name of the tag to delete. [required]</li>",k8,WT,aW="<strong>Options</strong>:",P8,ZT,pW='<li><code>-y, --yes</code>: Answer Yes to prompt automatically</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',E8,KT,fW=`Examples | |
| $ hf repos tag delete my-model v1.0`,j8,ev,uW=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,I8,tv,J8,lv,mW="List tags for a repo. [alias: ls]",O8,nv,dW="<strong>Usage</strong>:",S8,iv,R8,sv,rW="<strong>Arguments</strong>:",N8,ov,cW="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li>",A8,av,hW="<strong>Options</strong>:",X8,pv,gW='<li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',B8,fv,TW=`Examples | |
| $ hf repos tag list my-model`,q8,uv,vW=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,D8,mv,G8,dv,$W="Manage skills for AI assistants.",V8,rv,xW="<strong>Usage</strong>:",Q8,cv,F8,hv,MW="<strong>Options</strong>:",z8,gv,bW="<li><code>--help</code>: Show this message and exit.</li>",Y8,Tv,LW="<strong>Commands</strong>:",W8,vv,CW="<li><code>add</code>: Download a Hugging Face skill and install…</li> <li><code>preview</code>: Print the generated <code>hf-cli</code> SKILL.md to…</li> <li><code>upgrade</code>: Upgrade installed Hugging Face marketplace…</li>",Z8,$v,K8,xv,HW="Download a Hugging Face skill and install it for an AI assistant.",eE,Mv,_W=`Default location is in the current directory (.agents/skills) or user-level (~/.agents/skills). | |
| If <code>--claude</code> is specified, the skill is also symlinked into Claude’s legacy skills directory.`,tE,bv,wW="<strong>Usage</strong>:",lE,Lv,nE,Cv,UW="<strong>Arguments</strong>:",iE,Hv,yW="<li><code>[NAME]</code>: Marketplace skill name.</li>",sE,_v,kW="<strong>Options</strong>:",oE,wv,PW="<li><code>--claude</code>: Install for Claude.</li> <li><code>-g, --global</code>: Install globally (user-level) instead of in the current project directory.</li> <li><code>--dest PATH</code>: Install into a custom destination (path to skills directory).</li> <li><code>--force</code>: Overwrite existing skills in the destination.</li> <li><code>--help</code>: Show this message and exit.</li>",aE,Uv,EW=`Examples | |
| $ hf skills add | |
| $ hf skills add huggingface-gradio —dest=~/my-skills | |
| $ hf skills add —global | |
| $ hf skills add —claude | |
| $ hf skills add huggingface-gradio —claude —global`,pE,yv,jW=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,fE,kv,uE,Pv,IW="Print the generated <code>hf-cli</code> SKILL.md to stdout.",mE,Ev,JW="<strong>Usage</strong>:",dE,jv,rE,Iv,OW="<strong>Options</strong>:",cE,Jv,SW="<li><code>--help</code>: Show this message and exit.</li>",hE,Ov,gE,Sv,RW="Upgrade installed Hugging Face marketplace skills.",TE,Rv,NW="<strong>Usage</strong>:",vE,Nv,$E,Av,AW="<strong>Arguments</strong>:",xE,Xv,XW="<li><code>[NAME]</code>: Optional installed skill name to upgrade.</li>",ME,Bv,BW="<strong>Options</strong>:",bE,qv,qW="<li><code>--claude</code>: Upgrade skills installed for Claude.</li> <li><code>-g, --global</code>: Use global skills directories instead of the current project.</li> <li><code>--dest PATH</code>: Upgrade skills in a custom skills directory.</li> <li><code>--help</code>: Show this message and exit.</li>",LE,Dv,DW=`Examples | |
| $ hf skills upgrade | |
| $ hf skills upgrade hf-cli | |
| $ hf skills upgrade huggingface-gradio —dest=~/my-skills | |
| $ hf skills upgrade —claude`,CE,Gv,GW=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,HE,Vv,_E,Qv,VW="Interact with spaces on the Hub.",wE,Fv,QW="<strong>Usage</strong>:",UE,zv,yE,Yv,FW="<strong>Options</strong>:",kE,Wv,zW="<li><code>--help</code>: Show this message and exit.</li>",PE,Zv,YW="<strong>Commands</strong>:",EE,Kv,WW="<li><code>dev-mode</code>: Enable or disable dev mode on a Space.</li> <li><code>hot-reload</code>: Hot-reload any Python file of a Space…</li> <li><code>info</code>: Get info about a space on the Hub.</li> <li><code>list</code>: List spaces on the Hub. [alias: ls]</li> <li><code>logs</code>: Fetch the run or build logs of a Space.</li> <li><code>search</code>: Search spaces on the Hub using semantic…</li> <li><code>volumes</code>: Manage volumes for a Space on the Hub.</li>",jE,e1,IE,t1,ZW="Enable or disable dev mode on a Space.",JE,l1,KW=`Spaces Dev Mode eases the debugging of your application and makes iterating on Spaces faster by allowing you to | |
| restart your application without stopping the Space container itself. This feature is available as part of a PRO | |
| or Team & Enterprise plan.`,OE,n1,eZ='See docs: <a href="https://huggingface.co/docs/hub/spaces-dev-mode" rel="nofollow">https://huggingface.co/docs/hub/spaces-dev-mode</a>',SE,i1,tZ="<strong>Usage</strong>:",RE,s1,NE,o1,lZ="<strong>Arguments</strong>:",AE,a1,nZ="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",XE,p1,iZ="<strong>Options</strong>:",BE,f1,sZ='<li><code>--stop / --no-stop</code>: Stop dev mode. [default: no-stop]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',qE,u1,oZ=`Examples | |
| $ hf spaces dev-mode my-user-name/deepsite`,DE,m1,aZ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,GE,d1,VE,r1,pZ="Hot-reload any Python file of a Space without a full rebuild + restart.",QE,c1,fZ="⚠ This feature is experimental ⚠",FE,h1,uZ=`Only works with Gradio SDK (6.1+) | |
| Opens an interactive editor unless —local-file/-f is specified.`,zE,g1,mZ=`This command patches the live Python process using <a href="https://github.com/breuleux/jurigged" rel="nofollow">https://github.com/breuleux/jurigged</a> | |
| (AST-based diffing, in-place function updates, etc.), integrated with Gradio’s native hot-reload support | |
| (meaning that Gradio demo object changes are reflected in the UI)`,YE,T1,dZ=`The command creates a remote commit. | |
| If you are working from a local clone, run <code>git pull --autostash</code> afterwards | |
| to bring the commit back and keep your local git state in sync.`,WE,v1,rZ="<strong>Usage</strong>:",ZE,$1,KE,x1,cZ="<strong>Arguments</strong>:",ej,M1,hZ="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li> <li><code>[FILENAME]</code>: Path to the Python file in the Space repository. Can be omitted when —local-file is specified and path in repository matches.</li>",tj,b1,gZ="<strong>Options</strong>:",lj,L1,TZ='<li><code>-f, --local-file PATH</code>: Path of local file. Interactive editor mode if not specified</li> <li><code>--skip-checks / --no-skip-checks</code>: Skip hot-reload compatibility checks. [default: no-skip-checks]</li> <li><code>--skip-summary / --no-skip-summary</code>: Skip summary display after hot-reload is triggered [default: no-skip-summary]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',nj,C1,vZ=`Examples | |
| $ hf spaces hot-reload username/repo-name app.py # Open an interactive editor to the remote app.py file | |
| $ hf spaces hot-reload username/repo-name -f app.py # Take local version from ./app.py and patch app.py remotely | |
| $ hf spaces hot-reload username/repo-name app.py -f src/app.py # Take local version from ./src/app.py`,ij,H1,$Z=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,sj,_1,oj,w1,xZ="Get info about a space on the Hub.",aj,U1,MZ="<strong>Usage</strong>:",pj,y1,fj,k1,bZ="<strong>Arguments</strong>:",uj,P1,LZ="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",mj,E1,CZ="<strong>Options</strong>:",dj,j1,HZ='<li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=likes,tags’. Valid: author, cardData, createdAt, datasets, disabled, lastModified, likes, models, private, resourceGroup, runtime, sdk, sha, siblings, subdomain, tags, trendingScore, usedStorage.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',rj,I1,_Z=`Examples | |
| $ hf spaces info enzostvs/deepsite | |
| $ hf spaces info gradio/theme_builder —expand sdk,runtime,likes`,cj,J1,wZ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,hj,O1,gj,S1,UZ="List spaces on the Hub. [alias: ls]",Tj,R1,yZ="<strong>Usage</strong>:",vj,N1,$j,A1,kZ="<strong>Options</strong>:",xj,X1,PZ='<li><code>--search TEXT</code>: Search query.</li> <li><code>--author TEXT</code>: Filter by author or organization.</li> <li><code>--filter TEXT</code>: Filter by tags (e.g. ‘text-classification’). Can be used multiple times.</li> <li><code>--sort [created_at|last_modified|likes|trending_score]</code>: Sort results.</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 10]</li> <li><code>--expand TEXT</code>: Comma-separated properties to return. When used, only the listed properties (and id) are returned. Example: ‘—expand=likes,tags’. Valid: author, cardData, createdAt, datasets, disabled, lastModified, likes, models, private, resourceGroup, runtime, sdk, sha, siblings, subdomain, tags, trendingScore, usedStorage.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Mj,B1,EZ=`Examples | |
| $ hf spaces ls —limit 10 | |
| $ hf spaces ls —search “chatbot” —author huggingface`,bj,q1,jZ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Lj,D1,Cj,G1,IZ="Fetch the run or build logs of a Space.",Hj,V1,JZ=`By default, prints currently available run logs and exits (non-blocking, like | |
| <code>docker logs</code>). Use —follow/-f to stream until the server closes the stream. | |
| Use —build to see the container build logs instead (useful when a Space is | |
| stuck in BUILD_ERROR).`,_j,Q1,OZ="<strong>Usage</strong>:",wj,F1,Uj,z1,SZ="<strong>Arguments</strong>:",yj,Y1,RZ="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",kj,W1,NZ="<strong>Options</strong>:",Pj,Z1,AZ='<li><code>--build</code>: Fetch the container build logs instead of the run logs. Useful when a Space is stuck in BUILD_ERROR.</li> <li><code>-f, --follow</code>: Follow log output (stream until the server closes the stream). Without this flag, only currently available logs are printed.</li> <li><code>-n, --tail INTEGER</code>: Number of lines to show from the end of the logs.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Ej,K1,XZ=`Examples | |
| $ hf spaces logs username/my-space | |
| $ hf spaces logs username/my-space —build | |
| $ hf spaces logs -f username/my-space | |
| $ hf spaces logs -n 50 username/my-space`,jj,e$,BZ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Ij,t$,Jj,l$,qZ="Search spaces on the Hub using semantic search.",Oj,n$,DZ="<strong>Usage</strong>:",Sj,i$,Rj,s$,GZ="<strong>Arguments</strong>:",Nj,o$,VZ="<li><code>QUERY</code>: Search query. [required]</li>",Aj,a$,QZ="<strong>Options</strong>:",Xj,p$,FZ='<li><code>--filter TEXT</code>: Filter by tags (e.g. ‘text-classification’). Can be used multiple times.</li> <li><code>--sdk TEXT</code>: Filter by SDK (e.g. gradio, docker, static).</li> <li><code>--include-non-running / --no-include-non-running</code>: Include non-running spaces in results. [default: no-include-non-running]</li> <li><code>--description / --no-description</code>: Show AI-generated descriptions. [default: no-description]</li> <li><code>--limit INTEGER</code>: Limit the number of results. [default: 10]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',Bj,f$,zZ=`Examples | |
| $ hf spaces search “generate image” | |
| $ hf spaces search “identify objects in pictures” —sdk gradio —limit 5 | |
| $ hf spaces search “remove background from photo” —description —json`,qj,u$,YZ=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,Dj,m$,Gj,d$,WZ="Manage volumes for a Space on the Hub.",Vj,r$,ZZ="<strong>Usage</strong>:",Qj,c$,Fj,h$,KZ="<strong>Options</strong>:",zj,g$,eK="<li><code>--help</code>: Show this message and exit.</li>",Yj,T$,tK="<strong>Commands</strong>:",Wj,v$,lK="<li><code>delete</code>: Remove all volumes from a Space.</li> <li><code>list</code>: List volumes mounted in a Space. [alias: ls]</li> <li><code>set</code>: Set (replace) volumes for a Space.</li>",Zj,$$,Kj,x$,nK="Remove all volumes from a Space.",eI,M$,iK="<strong>Usage</strong>:",tI,b$,lI,L$,sK="<strong>Arguments</strong>:",nI,C$,oK="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",iI,H$,aK="<strong>Options</strong>:",sI,_$,pK='<li><code>-y, --yes</code>: Answer Yes to prompt automatically.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',oI,w$,fK=`Examples | |
| $ hf spaces volumes delete username/my-space | |
| $ hf spaces volumes delete username/my-space —yes`,aI,U$,uK=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,pI,y$,fI,k$,mK="List volumes mounted in a Space. [alias: ls]",uI,P$,dK="<strong>Usage</strong>:",mI,E$,dI,j$,rK="<strong>Arguments</strong>:",rI,I$,cK="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",cI,J$,hK="<strong>Options</strong>:",hI,O$,gK='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',gI,S$,TK=`Examples | |
| $ hf spaces volumes ls username/my-space`,TI,R$,vK=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,vI,N$,$I,A$,$K="Set (replace) volumes for a Space.",xI,X$,xK="<strong>Usage</strong>:",MI,B$,bI,q$,MK="<strong>Arguments</strong>:",LI,D$,bK="<li><code>SPACE_ID</code>: The space ID (e.g. <code>username/repo-name</code>). [required]</li>",CI,G$,LK="<strong>Options</strong>:",HI,V$,CK='<li><code>-v, --volume TEXT</code>: Mount one or more volumes. Format: hf://[TYPE/]SOURCE:/MOUNT_PATH[:ro]. TYPE is one of: models, datasets, spaces, buckets. TYPE defaults to models if omitted. models, datasets and spaces are always mounted read-only. buckets are read+write by default. E.g. -v hf://gpt2:/data or -v hf://datasets/org/ds:/data or -v hf://buckets/org/b:/mnt:ro</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',_I,Q$,HK=`Examples | |
| $ hf spaces volumes set username/my-space -v hf://models/username/my-model:/models | |
| $ hf spaces volumes set username/my-space -v hf://buckets/username/my-bucket:/data -v hf://datasets/username/my-dataset:/datasets:ro`,wI,F$,_K=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,UI,z$,yI,Y$,wK="Sync files between local directory and a bucket.",kI,W$,UK="<strong>Usage</strong>:",PI,Z$,EI,K$,yK="<strong>Arguments</strong>:",jI,ex,kK="<li><code>[SOURCE]</code>: Source path: local directory or hf://buckets/namespace/bucket_name(/prefix)</li> <li><code>[DEST]</code>: Destination path: local directory or hf://buckets/namespace/bucket_name(/prefix)</li>",II,tx,PK="<strong>Options</strong>:",JI,lx,EK='<li><code>--delete / --no-delete</code>: Delete destination files not present in source. [default: no-delete]</li> <li><code>--ignore-times</code>: Skip files only based on size, ignoring modification times.</li> <li><code>--ignore-sizes</code>: Skip files only based on modification times, ignoring sizes.</li> <li><code>--plan TEXT</code>: Save sync plan to JSONL file for review instead of executing.</li> <li><code>--apply TEXT</code>: Apply a previously saved plan file.</li> <li><code>--dry-run</code>: Print sync plan to stdout as JSONL without executing.</li> <li><code>--include TEXT</code>: Include files matching pattern (can specify multiple).</li> <li><code>--exclude TEXT</code>: Exclude files matching pattern (can specify multiple).</li> <li><code>--filter-from TEXT</code>: Read include/exclude patterns from file.</li> <li><code>--existing</code>: Skip creating new files on receiver (only update existing files).</li> <li><code>--ignore-existing</code>: Skip updating files that exist on receiver (only create new files).</li> <li><code>-v, --verbose</code>: Show detailed logging with reasoning.</li> <li><code>-q, --quiet</code>: Minimal output.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',OI,nx,SI,ix,jK="Upload a file or a folder to the Hub. Recommended for single-commit uploads.",RI,sx,IK="<strong>Usage</strong>:",NI,ox,AI,ax,JK="<strong>Arguments</strong>:",XI,px,OK="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>[LOCAL_PATH]</code>: Local path to the file or folder to upload. Wildcard patterns are supported. Defaults to current directory.</li> <li><code>[PATH_IN_REPO]</code>: Path of the file or folder in the repo. Defaults to the relative path of the file or folder.</li>",BI,fx,SK="<strong>Options</strong>:",qI,ux,RK='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--private / --no-private</code>: Whether to create a private repo if repo doesn’t exist on the Hub. Ignored if the repo already exists.</li> <li><code>--include TEXT</code>: Glob patterns to match files to upload.</li> <li><code>--exclude TEXT</code>: Glob patterns to exclude from files to upload.</li> <li><code>--delete TEXT</code>: Glob patterns for file to be deleted from the repo while committing.</li> <li><code>--commit-message TEXT</code>: The summary / title / first line of the generated commit.</li> <li><code>--commit-description TEXT</code>: The description of the generated commit.</li> <li><code>--create-pr / --no-create-pr</code>: Whether to upload content as a new Pull Request. [default: no-create-pr]</li> <li><code>--every FLOAT</code>: If set, a background job is scheduled to create commits every <code>every</code> minutes.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',DI,mx,NK=`Examples | |
| $ hf upload my-cool-model . . | |
| $ hf upload Wauplin/my-cool-model ./models/model.safetensors | |
| $ hf upload Wauplin/my-cool-dataset ./data /train —repo-type=dataset | |
| $ hf upload Wauplin/my-cool-model ./models . —commit-message=“Epoch 34/50” —commit-description=“Val accuracy: 68%” | |
| $ hf upload bigcode/the-stack . . —repo-type dataset —create-pr`,GI,dx,AK=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,VI,rx,QI,cx,XK="Upload a large folder to the Hub. Recommended for resumable uploads.",FI,hx,BK="<strong>Usage</strong>:",zI,gx,YI,Tx,qK="<strong>Arguments</strong>:",WI,vx,DK="<li><code>REPO_ID</code>: The ID of the repo (e.g. <code>username/repo-name</code> or <code>spaces/username/repo-name</code>). [required]</li> <li><code>LOCAL_PATH</code>: Local path to the folder to upload. [required]</li>",ZI,$x,GK="<strong>Options</strong>:",KI,xx,VK='<li><code>--type, --repo-type [model|dataset|space]</code>: The type of repository (model, dataset, or space). [default: model]</li> <li><code>--revision TEXT</code>: Git revision id which can be a branch name, a tag, or a commit hash.</li> <li><code>--private / --no-private</code>: Whether to create a private repo if repo doesn’t exist on the Hub. Ignored if the repo already exists.</li> <li><code>--include TEXT</code>: Glob patterns to match files to upload.</li> <li><code>--exclude TEXT</code>: Glob patterns to exclude from files to upload.</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--num-workers INTEGER</code>: Number of workers to use to hash, upload and commit files.</li> <li><code>--no-report / --no-no-report</code>: Whether to disable regular status report. [default: no-no-report]</li> <li><code>--no-bars / --no-no-bars</code>: Whether to disable progress bars. [default: no-no-bars]</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--help</code>: Show this message and exit.</li>',eJ,Mx,QK=`Examples | |
| $ hf upload-large-folder Wauplin/my-cool-model ./large_model_dir | |
| $ hf upload-large-folder Wauplin/my-cool-model ./large_model_dir —revision v1.0`,tJ,bx,FK=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,lJ,Lx,nJ,Cx,zK="Print information about the hf version.",iJ,Hx,YK="<strong>Usage</strong>:",sJ,_x,oJ,wx,WK="<strong>Options</strong>:",aJ,Ux,ZK="<li><code>--help</code>: Show this message and exit.</li>",pJ,yx,fJ,kx,KK="Manage webhooks on the Hub.",uJ,Px,eee="<strong>Usage</strong>:",mJ,Ex,dJ,jx,tee="<strong>Options</strong>:",rJ,Ix,lee="<li><code>--help</code>: Show this message and exit.</li>",cJ,Jx,nee="<strong>Commands</strong>:",hJ,Ox,iee="<li><code>create</code>: Create a new webhook.</li> <li><code>delete</code>: Delete a webhook permanently.</li> <li><code>disable</code>: Disable an active webhook.</li> <li><code>enable</code>: Enable a disabled webhook.</li> <li><code>info</code>: Show full details for a single webhook.</li> <li><code>list</code>: List all webhooks for the current user. [alias: ls]</li> <li><code>update</code>: Update an existing webhook.</li>",gJ,Sx,TJ,Rx,see="Create a new webhook.",vJ,Nx,oee="Provide either —url (to ping a remote server) or —job-id (to trigger a Job), but not both.",$J,Ax,aee="<strong>Usage</strong>:",xJ,Xx,MJ,Bx,pee="<strong>Options</strong>:",bJ,qx,fee='<li><code>--watch TEXT</code>: Item to watch, in ‘type:name’ format (e.g. ‘model:bert-base-uncased’). Repeatable. [required]</li> <li><code>--url TEXT</code>: URL to send webhook payloads to. Mutually exclusive with —job-id.</li> <li><code>--job-id TEXT</code>: ID of a Job to trigger (from job.id) instead of pinging a URL. Mutually exclusive with —url.</li> <li><code>--domain [repo|discussions]</code>: Domain to watch: ‘repo’ or ‘discussions’. Repeatable. Defaults to all domains.</li> <li><code>--secret TEXT</code>: Optional secret used to sign webhook payloads.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',LJ,Dx,uee=`Examples | |
| $ hf webhooks create —url <a href="https://example.com/hook" rel="nofollow">https://example.com/hook</a> —watch model:bert-base-uncased | |
| $ hf webhooks create —url <a href="https://example.com/hook" rel="nofollow">https://example.com/hook</a> —watch org:HuggingFace —watch model:gpt2 —domain repo | |
| $ hf webhooks create —job-id 687f911eaea852de79c4a50a —watch user:julien-c`,CJ,Gx,mee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,HJ,Vx,_J,Qx,dee="Delete a webhook permanently.",wJ,Fx,ree="<strong>Usage</strong>:",UJ,zx,yJ,Yx,cee="<strong>Arguments</strong>:",kJ,Wx,hee="<li><code>WEBHOOK_ID</code>: The ID of the webhook to delete. [required]</li>",PJ,Zx,gee="<strong>Options</strong>:",EJ,Kx,Tee='<li><code>-y, --yes</code>: Skip confirmation prompt.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',jJ,eM,vee=`Examples | |
| $ hf webhooks delete abc123 | |
| $ hf webhooks delete abc123 —yes`,IJ,tM,$ee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,JJ,lM,OJ,nM,xee="Disable an active webhook.",SJ,iM,Mee="<strong>Usage</strong>:",RJ,sM,NJ,oM,bee="<strong>Arguments</strong>:",AJ,aM,Lee="<li><code>WEBHOOK_ID</code>: The ID of the webhook to disable. [required]</li>",XJ,pM,Cee="<strong>Options</strong>:",BJ,fM,Hee='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',qJ,uM,_ee=`Examples | |
| $ hf webhooks disable abc123`,DJ,mM,wee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,GJ,dM,VJ,rM,Uee="Enable a disabled webhook.",QJ,cM,yee="<strong>Usage</strong>:",FJ,hM,zJ,gM,kee="<strong>Arguments</strong>:",YJ,TM,Pee="<li><code>WEBHOOK_ID</code>: The ID of the webhook to enable. [required]</li>",WJ,vM,Eee="<strong>Options</strong>:",ZJ,$M,jee='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',KJ,xM,Iee=`Examples | |
| $ hf webhooks enable abc123`,eO,MM,Jee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,tO,bM,lO,LM,Oee="Show full details for a single webhook.",nO,CM,See="<strong>Usage</strong>:",iO,HM,sO,_M,Ree="<strong>Arguments</strong>:",oO,wM,Nee="<li><code>WEBHOOK_ID</code>: The ID of the webhook. [required]</li>",aO,UM,Aee="<strong>Options</strong>:",pO,yM,Xee='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',fO,kM,Bee=`Examples | |
| $ hf webhooks info abc123`,uO,PM,qee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,mO,EM,dO,jM,Dee="List all webhooks for the current user. [alias: ls]",rO,IM,Gee="<strong>Usage</strong>:",cO,JM,hO,OM,Vee="<strong>Options</strong>:",gO,SM,Qee='<li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',TO,RM,Fee=`Examples | |
| $ hf webhooks ls | |
| $ hf webhooks ls —format json | |
| $ hf webhooks ls —format quiet`,vO,NM,zee=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,$O,AM,xO,XM,Yee="Update an existing webhook. Only provided options are changed.",MO,BM,Wee="<strong>Usage</strong>:",bO,qM,LO,DM,Zee="<strong>Arguments</strong>:",CO,GM,Kee="<li><code>WEBHOOK_ID</code>: The ID of the webhook to update. [required]</li>",HO,VM,ete="<strong>Options</strong>:",_O,QM,tte='<li><code>--url TEXT</code>: New URL to send webhook payloads to.</li> <li><code>--watch TEXT</code>: New list of items to watch, in ‘type:name’ format. Repeatable. Replaces the entire existing watched list.</li> <li><code>--domain [repo|discussions]</code>: New list of domains to watch: ‘repo’ or ‘discussions’. Repeatable.</li> <li><code>--secret TEXT</code>: New secret used to sign webhook payloads.</li> <li><code>--format [agent|auto|human|json|quiet]</code>: Output format. [default: auto]</li> <li><code>--token TEXT</code>: A User Access Token generated from <a href="https://huggingface.co/settings/tokens" rel="nofollow">https://huggingface.co/settings/tokens</a>.</li> <li><code>--help</code>: Show this message and exit.</li>',wO,FM,lte=`Examples | |
| $ hf webhooks update abc123 —url <a href="https://new-url.com/hook" rel="nofollow">https://new-url.com/hook</a> | |
| $ hf webhooks update abc123 —watch model:gpt2 —domain repo | |
| $ hf webhooks update abc123 —secret newsecret`,UO,zM,nte=`Learn more | |
| Use <code>hf <command> --help</code> for more information about a command. | |
| Read the documentation at <a href="https://huggingface.co/docs/huggingface_hub/en/guides/cli" rel="nofollow">https://huggingface.co/docs/huggingface_hub/en/guides/cli</a>`,yO,YM,kO,ZM,PO;return v=new g({props:{title:"hf",local:"hf",headingTag:"h1"}}),M=new h({props:{code:"JTI0JTIwaGYlMjAlNUJPUFRJT05TJTVEJTIwQ09NTUFORCUyMCU1QkFSR1MlNUQuLi4=",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf [OPTIONS] COMMAND [ARGS]...</span>',wrap:!1}}),_=new g({props:{title:"hf auth",local:"hf-auth",headingTag:"h2"}}),y=new h({props:{code:"JTI0JTIwaGYlMjBhdXRoJTIwJTVCT1BUSU9OUyU1RCUyMENPTU1BTkQlMjAlNUJBUkdTJTVELi4u",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf auth [OPTIONS] COMMAND [ARGS]...</span>',wrap:!1}}),I=new g({props:{title:"hf auth list",local:"hf-auth-list",headingTag:"h3"}}),S=new h({props:{code:"JTI0JTIwaGYlMjBhdXRoJTIwbGlzdCUyMCU1Qk9QVElPTlMlNUQ=",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf auth list [OPTIONS]</span>',wrap:!1}}),B=new g({props:{title:"hf auth login",local:"hf-auth-login",headingTag:"h3"}}),G=new h({props:{code:"JTI0JTIwaGYlMjBhdXRoJTIwbG9naW4lMjAlNUJPUFRJT05TJTVE",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf auth login [OPTIONS]</span>',wrap:!1}}),Y=new g({props:{title:"hf auth logout",local:"hf-auth-logout",headingTag:"h3"}}),K=new h({props:{code:"JTI0JTIwaGYlMjBhdXRoJTIwbG9nb3V0JTIwJTVCT1BUSU9OUyU1RA==",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf auth <span class="hljs-built_in">logout</span> [OPTIONS]</span>',wrap:!1}}),ie=new g({props:{title:"hf auth switch",local:"hf-auth-switch",headingTag:"h3"}}),ae=new h({props:{code:"JTI0JTIwaGYlMjBhdXRoJTIwc3dpdGNoJTIwJTVCT1BUSU9OUyU1RA==",highlighted:'<span class="hljs-meta prompt_">$ </span><span class="language-bash">hf auth switch [OPTIONS]</span>',wrap:!1}}),de=new g({props:{title:"hf auth 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Xet Storage Details
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- 417 kB
- Xet hash:
- d9ab498c57e7f3e46b3a98d327243c6b9c7bf3b1a2d8c1330af98f7ac9364039
·
Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.