import{s as bh,n as _h,o as vh}from"../chunks/scheduler.6062bdaf.js";import{S as $h,i as xh,g,s as r,r as l,A as Ch,h as o,f as t,c as i,j as h,u,x as _,k as d,y as s,a,v as m,d as p,t as c,w as f}from"../chunks/index.4bca734e.js";import{D as b}from"../chunks/Docstring.d7918b6d.js";import{H as v,E as yh}from"../chunks/EditOnGithub.74ab2baa.js";function Ih(Jp){let $,Ig,Cg,Og,gt,Tg,ot,Kp=`This page lists the types (e.g. dataclasses) available for each task supported on the Hugging Face Hub.
Each task is specified using a JSON schema, and the types are generated from these schemas - with some customization
due to Python requirements.
Visit <a href="https://github.com/huggingface/huggingface.js/tree/main/packages/tasks/src/tasks" rel="nofollow">@huggingface.js/tasks</a>
to find the JSON schemas for each task.`,wg,st,Wp="This part of the lib is still under development and will be improved in future releases.",Dg,lt,Ng,x,ut,um,Gr,Xp="Inputs for Audio Classification inference",Ag,C,mt,mm,jr,Yp="Outputs for Audio Classification inference",kg,y,pt,pm,zr,ec=`Additional inference parameters
Additional inference parameters for Audio Classification`,Eg,ct,Lg,I,ft,cm,qr,tc="Inputs for Audio to Audio inference",Pg,O,ht,fm,Qr,nc=`Outputs of inference for the Audio To Audio task
A generated audio file with its label.`,Vg,dt,Sg,T,bt,hm,Zr,ac=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,Gg,w,_t,dm,Fr,rc="Inputs for Automatic Speech Recognition inference",jg,D,vt,bm,Mr,ic="Outputs of inference for the Automatic Speech Recognition task",zg,$t,xt,qg,N,Ct,_m,Br,gc=`Additional inference parameters
Additional inference parameters for Automatic Speech Recognition`,Qg,yt,Zg,A,It,vm,Rr,oc=`Chat Completion Input.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Fg,Ot,Tt,Mg,wt,Dt,Bg,Nt,At,Rg,kt,Et,Hg,Lt,Pt,Ug,Vt,St,Jg,Gt,jt,Kg,zt,qt,Wg,k,Qt,$m,Hr,sc=`Chat Completion Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Xg,Zt,Ft,Yg,Mt,Bt,eo,Rt,Ht,to,Ut,Jt,no,Kt,Wt,ao,Xt,Yt,ro,en,tn,io,nn,an,go,E,rn,xm,Ur,lc=`Chat Completion Stream Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,oo,gn,on,so,sn,ln,lo,un,mn,uo,pn,cn,mo,fn,hn,po,dn,bn,co,_n,vn,fo,$n,ho,L,xn,Cm,Jr,uc="Inputs for Depth Estimation inference",bo,P,Cn,ym,Kr,mc="Outputs of inference for the Depth Estimation task",_o,yn,vo,V,In,Im,Wr,pc="Inputs for Document Question Answering inference",$o,S,On,Om,Xr,cc="One (document, question) pair to answer",xo,G,Tn,Tm,Yr,fc="Outputs of inference for the Document Question Answering task",Co,j,wn,wm,ei,hc=`Additional inference parameters
Additional inference parameters for Document Question Answering`,yo,Dn,Io,z,Nn,Dm,ti,dc=`Feature Extraction Input.
Auto-generated from TEI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tei-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tei-import.ts</a>.`,Oo,An,To,q,kn,Nm,ni,bc="Inputs for Fill Mask inference",wo,Q,En,Am,ai,_c="Outputs of inference for the Fill Mask task",Do,Z,Ln,km,ri,vc=`Additional inference parameters
Additional inference parameters for Fill Mask`,No,Pn,Ao,F,Vn,Em,ii,$c="Inputs for Image Classification inference",ko,M,Sn,Lm,gi,xc="Outputs of inference for the Image Classification task",Eo,B,Gn,Pm,oi,Cc=`Additional inference parameters
Additional inference parameters for Image Classification`,Lo,jn,Po,R,zn,Vm,si,yc="Inputs for Image Segmentation inference",Vo,H,qn,Sm,li,Ic=`Outputs of inference for the Image Segmentation task
A predicted mask / segment`,So,U,Qn,Gm,ui,Oc=`Additional inference parameters
Additional inference parameters for Image Segmentation`,Go,Zn,jo,J,Fn,jm,mi,Tc="Inputs for Image To Image inference",zo,K,Mn,zm,pi,wc="Outputs of inference for the Image To Image task",qo,W,Bn,qm,ci,Dc=`Additional inference parameters
Additional inference parameters for Image To Image`,Qo,X,Rn,Qm,fi,Nc="The size in pixel of the output image",Zo,Hn,Fo,Y,Un,Zm,hi,Ac=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,Mo,ee,Jn,Fm,di,kc="Inputs for Image To Text inference",Bo,te,Kn,Mm,bi,Ec="Outputs of inference for the Image To Text task",Ro,ne,Wn,Bm,_i,Lc=`Additional inference parameters
Additional inference parameters for Image To Text`,Ho,Xn,Uo,ae,Yn,Rm,vi,Pc=`The predicted bounding box. Coordinates are relative to the top left corner of the input
image.`,Jo,re,ea,Hm,$i,Vc="Inputs for Object Detection inference",Ko,ie,ta,Um,xi,Sc="Outputs of inference for the Object Detection task",Wo,ge,na,Jm,Ci,Gc=`Additional inference parameters
Additional inference parameters for Object Detection`,Xo,aa,Yo,oe,ra,Km,yi,jc="Inputs for Question Answering inference",es,se,ia,Wm,Ii,zc="One (context, question) pair to answer",ts,le,ga,Xm,Oi,qc="Outputs of inference for the Question Answering task",ns,ue,oa,Ym,Ti,Qc=`Additional inference parameters
Additional inference parameters for Question Answering`,as,sa,rs,me,la,ep,wi,Zc="Inputs for Sentence similarity inference",is,ua,ma,gs,pa,os,pe,ca,tp,Di,Fc=`Additional inference parameters
Additional inference parameters for Text2text Generation`,ss,ce,fa,np,Ni,Mc=`Inputs for Summarization inference
Inputs for Text2text Generation inference`,ls,fe,ha,ap,Ai,Bc="Outputs of inference for the Summarization task",us,da,ms,he,ba,rp,ki,Rc="Inputs for Table Question Answering inference",ps,de,_a,ip,Ei,Hc="One (table, question) pair to answer",cs,be,va,gp,Li,Uc="Outputs of inference for the Table Question Answering task",fs,$a,hs,_e,xa,op,Pi,Jc="Inputs for Text2text Generation inference",ds,ve,Ca,sp,Vi,Kc="Outputs of inference for the Text2text Generation task",bs,$e,ya,lp,Si,Wc=`Additional inference parameters
Additional inference parameters for Text2text Generation`,_s,Ia,vs,xe,Oa,up,Gi,Xc="Inputs for Text Classification inference",$s,Ce,Ta,mp,ji,Yc="Outputs of inference for the Text Classification task",xs,ye,wa,pp,zi,ef=`Additional inference parameters
Additional inference parameters for Text Classification`,Cs,Da,ys,Ie,Na,cp,qi,tf=`Text Generation Input.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Is,Aa,ka,Os,Ea,La,Ts,Oe,Pa,fp,Qi,nf=`Text Generation Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,ws,Va,Sa,Ds,Ga,ja,Ns,za,qa,As,Qa,Za,ks,Te,Fa,hp,Zi,af=`Text Generation Stream Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Es,Ma,Ba,Ls,Ra,Ha,Ps,Ua,Vs,we,Ja,dp,Fi,rf=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,Ss,De,Ka,bp,Mi,gf="Inputs for Text To Audio inference",Gs,Ne,Wa,_p,Bi,of="Outputs of inference for the Text To Audio task",js,Ae,Xa,vp,Ri,sf=`Additional inference parameters
Additional inference parameters for Text To Audio`,zs,Ya,qs,ke,er,$p,Hi,lf="Inputs for Text To Image inference",Qs,Ee,tr,xp,Ui,uf="Outputs of inference for the Text To Image task",Zs,Le,nr,Cp,Ji,mf=`Additional inference parameters
Additional inference parameters for Text To Image`,Fs,Pe,ar,yp,Ki,pf="The size in pixel of the output image",Ms,rr,Bs,Ve,ir,Ip,Wi,cf="Inputs for Token Classification inference",Rs,Se,gr,Op,Xi,ff="Outputs of inference for the Token Classification task",Hs,Ge,or,Tp,Yi,hf=`Additional inference parameters
Additional inference parameters for Token Classification`,Us,sr,Js,je,lr,wp,eg,df=`Additional inference parameters
Additional inference parameters for Text2text Generation`,Ks,ze,ur,Dp,tg,bf=`Inputs for Translation inference
Inputs for Text2text Generation inference`,Ws,qe,mr,Np,ng,_f="Outputs of inference for the Translation task",Xs,pr,Ys,Qe,cr,Ap,ag,vf="Inputs for Video Classification inference",el,Ze,fr,kp,rg,$f="Outputs of inference for the Video Classification task",tl,Fe,hr,Ep,ig,xf=`Additional inference parameters
Additional inference parameters for Video Classification`,nl,dr,al,Me,br,Lp,gg,Cf="Inputs for Visual Question Answering inference",rl,Be,_r,Pp,og,yf="One (image, question) pair to answer",il,Re,vr,Vp,sg,If="Outputs of inference for the Visual Question Answering task",gl,He,$r,Sp,lg,Of=`Additional inference parameters
Additional inference parameters for Visual Question Answering`,ol,xr,sl,Ue,Cr,Gp,ug,Tf="Inputs for Zero Shot Classification inference",ll,Je,yr,jp,mg,wf="The input text data, with candidate labels",ul,Ke,Ir,zp,pg,Df="Outputs of inference for the Zero Shot Classification task",ml,We,Or,qp,cg,Nf=`Additional inference parameters
Additional inference parameters for Zero Shot Classification`,pl,Tr,cl,Xe,wr,Qp,fg,Af="Inputs for Zero Shot Image Classification inference",fl,Ye,Dr,Zp,hg,kf="The input image data, with candidate labels",hl,et,Nr,Fp,dg,Ef="Outputs of inference for the Zero Shot Image Classification task",dl,tt,Ar,Mp,bg,Lf=`Additional inference parameters
Additional inference parameters for Zero Shot Image Classification`,bl,kr,_l,nt,Er,Bp,_g,Pf=`The predicted bounding box. Coordinates are relative to the top left corner of the input
image.`,vl,at,Lr,Rp,vg,Vf="Inputs for Zero Shot Object Detection inference",$l,rt,Pr,Hp,$g,Sf="The input image data, with candidate labels",xl,it,Vr,Up,xg,Gf="Outputs of inference for the Zero Shot Object Detection task",Cl,Sr,yl,yg,Il;return gt=new v({props:{title:"Inference types",local:"inference-types",headingTag:"h1"}}),lt=new v({props:{title:"audio_classification",local:"huggingface_hub.AudioClassificationInput",headingTag:"h2"}}),ut=new b({props:{name:"class huggingface_hub.AudioClassificationInput",anchor:"huggingface_hub.AudioClassificationInput",parameters:[{name:"inputs",val:": Any"},{name:"parameters",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/audio_classification.py#L26"}}),mt=new b({props:{name:"class huggingface_hub.AudioClassificationOutputElement",anchor:"huggingface_hub.AudioClassificationOutputElement",parameters:[{name:"label",val:": str"},{name:"score",val:": 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huggingface_hub.AudioToAudioOutputElement",anchor:"huggingface_hub.AudioToAudioOutputElement",parameters:[{name:"blob",val:": Any"},{name:"content_type",val:": str"},{name:"label",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/audio_to_audio.py#L20"}}),dt=new v({props:{title:"automatic_speech_recognition",local:"huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",headingTag:"h2"}}),bt=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",anchor:"huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",parameters:[{name:"do_sample",val:": Optional = None"},{name:"early_stopping",val:": Union = None"},{name:"epsilon_cutoff",val:": Optional = None"},{name:"eta_cutoff",val:": Optional = None"},{name:"max_length",val:": Optional = None"},{name:"max_new_tokens",val:": Optional = None"},{name:"min_length",val:": Optional = None"},{name:"min_new_tokens",val:": Optional = None"},{name:"num_beam_groups",val:": Optional = None"},{name:"num_beams",val:": Optional = None"},{name:"penalty_alpha",val:": Optional = None"},{name:"temperature",val:": Optional = None"},{name:"top_k",val:": Optional = None"},{name:"top_p",val:": Optional = None"},{name:"typical_p",val:": Optional = None"},{name:"use_cache",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L15"}}),_t=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionInput",anchor:"huggingface_hub.AutomaticSpeechRecognitionInput",parameters:[{name:"inputs",val:": Any"},{name:"parameters",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L89"}}),vt=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionOutput",anchor:"huggingface_hub.AutomaticSpeechRecognitionOutput",parameters:[{name:"text",val:": str"},{name:"chunks",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L107"}}),xt=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionOutputChunk",anchor:"huggingface_hub.AutomaticSpeechRecognitionOutputChunk",parameters:[{name:"text",val:": str"},{name:"timestamps",val:": List"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L99"}}),Ct=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionParameters",anchor:"huggingface_hub.AutomaticSpeechRecognitionParameters",parameters:[{name:"generate",val:": Optional = None"},{name:"return_timestamps",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L77"}}),yt=new v({props:{title:"chat_completion",local:"huggingface_hub.ChatCompletionInput",headingTag:"h2"}}),It=new b({props:{name:"class huggingface_hub.ChatCompletionInput",anchor:"huggingface_hub.ChatCompletionInput",parameters:[{name:"messages",val:": List"},{name:"frequency_penalty",val:": Optional = None"},{name:"logit_bias",val:": Optional = None"},{name:"logprobs",val:": Optional = None"},{name:"max_tokens",val:": Optional = None"},{name:"model",val:": Optional = None"},{name:"n",val:": Optional = None"},{name:"presence_penalty",val:": Optional = None"},{name:"response_format",val:": Optional = None"},{name:"seed",val:": Optional = None"},{name:"stop",val:": Optional = None"},{name:"stream",val:": Optional = None"},{name:"temperature",val:": Optional = None"},{name:"tool_choice",val:": Union = None"},{name:"tool_prompt",val:": Optional = None"},{name:"tools",val:": Optional = None"},{name:"top_logprobs",val:": Optional = None"},{name:"top_p",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L70"}}),Tt=new b({props:{name:"class huggingface_hub.ChatCompletionInputFunctionDefinition",anchor:"huggingface_hub.ChatCompletionInputFunctionDefinition",parameters:[{name:"arguments",val:": Any"},{name:"name",val:": str"},{name:"description",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L57"}}),Dt=new b({props:{name:"class huggingface_hub.ChatCompletionInputFunctionName",anchor:"huggingface_hub.ChatCompletionInputFunctionName",parameters:[{name:"name",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L47"}}),At=new b({props:{name:"class huggingface_hub.ChatCompletionInputGrammarType",anchor:"huggingface_hub.ChatCompletionInputGrammarType",parameters:[{name:"type",val:": ChatCompletionInputGrammarTypeType"},{name:"value",val:": Any"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L37"}}),Et=new b({props:{name:"class huggingface_hub.ChatCompletionInputMessage",anchor:"huggingface_hub.ChatCompletionInputMessage",parameters:[{name:"content",val:": Union"},{name:"role",val:": str"},{name:"name",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L27"}}),Pt=new b({props:{name:"class huggingface_hub.ChatCompletionInputMessageChunk",anchor:"huggingface_hub.ChatCompletionInputMessageChunk",parameters:[{name:"type",val:": ChatCompletionInputMessageChunkType"},{name:"image_url",val:": Optional = None"},{name:"text",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L20"}}),St=new b({props:{name:"class huggingface_hub.ChatCompletionInputTool",anchor:"huggingface_hub.ChatCompletionInputTool",parameters:[{name:"function",val:": ChatCompletionInputFunctionDefinition"},{name:"type",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L64"}}),jt=new b({props:{name:"class huggingface_hub.ChatCompletionInputToolTypeClass",anchor:"huggingface_hub.ChatCompletionInputToolTypeClass",parameters:[{name:"function",val:": Optional = 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huggingface_hub.ChatCompletionOutputComplete",anchor:"huggingface_hub.ChatCompletionOutputComplete",parameters:[{name:"finish_reason",val:": str"},{name:"index",val:": int"},{name:"message",val:": ChatCompletionOutputMessage"},{name:"logprobs",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L190"}}),Bt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputFunctionDefinition",anchor:"huggingface_hub.ChatCompletionOutputFunctionDefinition",parameters:[{name:"arguments",val:": Any"},{name:"name",val:": str"},{name:"description",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/vr_2396/src/huggingface_hub/inference/_generated/types/chat_completion.py#L169"}}),Ht=new b({props:{name:"class huggingface_hub.ChatCompletionOutputLogprob",anchor:"huggingface_hub.ChatCompletionOutputLogprob",parameters:[{name:"logprob",val:": 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