transformers.js/pr_1659/en/_app/immutable/nodes/7.8a962ebe.js

import{s as oi,n as ni,o as pi}from"../chunks/scheduler.6efaaf90.js";import{S as gi,i as di,e as s,s as a,c as p,h as fi,a as m,d as l,b as r,f as g,g as d,j as o,k as n,l as ui,m as i,n as f,t as u,o as _,p as c}from"../chunks/index.eb3e1f0f.js";import{C as _i,H as h,E as ci}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.7d47e4cc.js";function hi(vl){let $,Be,Ee,qe,S,je,L,Ge,T,Ke,b,xl='<li><a href="#module_generation/logits_sampler">generation/logits_sampler</a> <ul><li><em>static</em> <ul><li><a href="#module_generation/logits_sampler.LogitsSampler">.LogitsSampler</a> <ul><li><a href="#new_module_generation/logits_sampler.LogitsSampler_new"><code>new LogitsSampler(generation_config)</code></a></li> <li><em>instance</em> <ul><li><a href="#module_generation/logits_sampler.LogitsSampler+_call"><code>._call(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+sample"><code>.sample(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+getLogits"><code>.getLogits(logits, index)</code></a> ⇒ <code>Float32Array</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+randomSelect"><code>.randomSelect(probabilities)</code></a> ⇒ <code>number</code></li></ul></li> <li><em>static</em> <ul><li><a href="#module_generation/logits_sampler.LogitsSampler.getSampler"><code>.getSampler(generation_config)</code></a> ⇒ <code>LogitsSampler</code></li></ul></li></ul></li></ul></li> <li><em>inner</em> <ul><li><a href="#module_generation/logits_sampler..GreedySampler">~GreedySampler</a> <ul><li><a href="#module_generation/logits_sampler..GreedySampler+sample"><code>.sample(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li></ul></li> <li><a href="#module_generation/logits_sampler..MultinomialSampler">~MultinomialSampler</a> <ul><li><a href="#module_generation/logits_sampler..MultinomialSampler+sample"><code>.sample(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li></ul></li> <li><a href="#module_generation/logits_sampler..BeamSearchSampler">~BeamSearchSampler</a> <ul><li><a href="#module_generation/logits_sampler..BeamSearchSampler+sample"><code>.sample(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li></ul></li></ul></li></ul></li>',ke,Fe,ze,y,Ue,v,De,x,Cl="Sampler is a base class for all sampling methods used for text generation.",Ie,C,Hl='<strong>Kind</strong>: static class of <a href="#module_generation/logits_sampler"><code>generation/logits_sampler</code></a>',Oe,H,Ml='<li><a href="#module_generation/logits_sampler.LogitsSampler">.LogitsSampler</a> <ul><li><a href="#new_module_generation/logits_sampler.LogitsSampler_new"><code>new LogitsSampler(generation_config)</code></a></li> <li><em>instance</em> <ul><li><a href="#module_generation/logits_sampler.LogitsSampler+_call"><code>._call(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+sample"><code>.sample(logits)</code></a> ⇒ <code>Promise.&lt;Array&gt;</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+getLogits"><code>.getLogits(logits, index)</code></a> ⇒ <code>Float32Array</code></li> <li><a href="#module_generation/logits_sampler.LogitsSampler+randomSelect"><code>.randomSelect(probabilities)</code></a> ⇒ <code>number</code></li></ul></li> <li><em>static</em> <ul><li><a href="#module_generation/logits_sampler.LogitsSampler.getSampler"><code>.getSampler(generation_config)</code></a> ⇒ <code>LogitsSampler</code></li></ul></li></ul></li>',Je,Ne,Qe,M,Ve,P,We,A,Pl="Creates a new Sampler object with the specified generation config.",Xe,w,Al="<thead><tr><th>Param</th><th>Type</th><th>Description</th></tr></thead> <tbody><tr><td>generation_config</td><td><code>GenerationConfig</code></td><td><p>The generation config.</p></td></tr></tbody>",Ye,Ze,et,E,tt,R,lt,B,wl="Executes the sampler, using the specified logits.",it,q,El='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler.LogitsSampler"><code>LogitsSampler</code></a>',at,j,Rl='<thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>logits</td><td><code><a href="#Tensor">Tensor</a></code></td></tr></tbody>',rt,st,mt,G,ot,K,nt,k,Bl="Abstract method for sampling the logits.",pt,F,ql='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler.LogitsSampler"><code>LogitsSampler</code></a><br/> <strong>Throws</strong>:',gt,z,jl="<li><code>Error</code> If not implemented in subclass.</li>",dt,U,Gl='<thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>logits</td><td><code><a href="#Tensor">Tensor</a></code></td></tr></tbody>',ft,ut,_t,D,ct,I,ht,O,Kl="Returns the specified logits as an array, with temperature applied.",$t,J,kl='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler.LogitsSampler"><code>LogitsSampler</code></a>',St,N,Fl='<thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>logits</td><td><code><a href="#Tensor">Tensor</a></code></td> </tr><tr><td>index</td><td><code>number</code></td></tr></tbody>',Lt,Tt,bt,Q,yt,V,vt,W,zl="Selects an item randomly based on the specified probabilities.",xt,X,Ul='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler.LogitsSampler"><code>LogitsSampler</code></a><br/> <strong>Returns</strong>: <code>number</code> - The index of the selected item.',Ct,Y,Dl="<thead><tr><th>Param</th><th>Type</th><th>Description</th></tr></thead> <tbody><tr><td>probabilities</td><td><code>Float32Array</code></td><td><p>An array of probabilities to use for selection.</p></td></tr></tbody>",Ht,Mt,Pt,Z,At,ee,wt,te,Il="Returns a Sampler object based on the specified options.",Et,le,Ol='<strong>Kind</strong>: static method of <a href="#module_generation/logits_sampler.LogitsSampler"><code>LogitsSampler</code></a><br/> <strong>Returns</strong>: <code>LogitsSampler</code> - A Sampler object.',Rt,ie,Jl="<thead><tr><th>Param</th><th>Type</th><th>Description</th></tr></thead> <tbody><tr><td>generation_config</td><td><code>GenerationConfig</code></td><td><p>An object containing options for the sampler.</p></td></tr></tbody>",Bt,qt,jt,ae,Gt,re,Kt,se,Nl="Class representing a Greedy Sampler.",kt,me,Ql='<strong>Kind</strong>: inner class of <a href="#module_generation/logits_sampler"><code>generation/logits_sampler</code></a>',Ft,zt,Ut,oe,Dt,ne,It,pe,Vl="Sample the maximum probability of a given logits tensor.",Ot,ge,Wl='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler..GreedySampler"><code>GreedySampler</code></a><br/> <strong>Returns</strong>: <code>Promise.&lt;Array&gt;</code> - An array with a single tuple, containing the index of the maximum value and a meaningless score (since this is a greedy search).',Jt,de,Xl='<thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>logits</td><td><code><a href="#Tensor">Tensor</a></code></td></tr></tbody>',Nt,Qt,Vt,fe,Wt,ue,Xt,_e,Yl="Class representing a MultinomialSampler.",Yt,ce,Zl='<strong>Kind</strong>: inner class of <a href="#module_generation/logits_sampler"><code>generation/logits_sampler</code></a>',Zt,el,tl,he,ll,$e,il,Se,ei="Sample from the logits.",al,Le,ti='<strong>Kind</strong>: instance method of <a href="#module_generation/logits_sampler..MultinomialSampler"><code>MultinomialSampler</code></a>',rl,Te,li='<thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>logits</td><td><code><a href="#Tensor">Tensor</a></code></td></tr></tbody>',sl,ml,ol,be,nl,ye,pl,ve,ii="Class representing a BeamSearchSampler.",gl,xe,ai='<strong>Kind</strong>: inner class of <a 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