import{s as xe,n as Be,o as Ve}from"../chunks/scheduler.3a17fb72.js";import{S as Ee,i as Se,e as i,s as a,c as p,h as Ze,a as r,d as l,b as n,f as ke,g as o,j as $,k as ye,l as Ge,m as s,n as m,t as M,o as u,p as f}from"../chunks/index.093f8863.js";import{C as He,H as y,E as We}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.fc4e8e00.js";import{C as Te}from"../chunks/CodeBlock.3e18ce07.js";function qe(he){let c,F,q,P,T,X,h,N,w,we=`Lighteval allows you to use LiteLLM as a backend, enabling you to call all LLM APIs
using the OpenAI format. LiteLLM supports various providers including Bedrock, Hugging Face, Vertex AI, Together AI, Azure,
OpenAI, Groq, and many others.`,Q,g,je='<p>Documentation for available APIs and compatible endpoints can be found <a href="https://docs.litellm.ai/docs/" rel="nofollow">here</a>.</p>',z,j,O,U,Y,L,D,b,Ue=`LiteLLM allows generation with any OpenAI-compatible endpoint. For example, you
can evaluate a model running on a local VLLM server.`,K,v,Le="To do so, you will need to use a configuration file like this:",ee,J,te,C,le,I,be="LiteLLM supports a wide range of LLM providers:",se,_,ae,A,ve='all cloud providers can be found in the <a href="https://docs.litellm.ai/docs/providers" rel="nofollow">litellm documentation</a>.',ne,k,ie,x,Je="<li><strong>VLLM</strong>: Local VLLM servers</li> <li><strong>Hugging Face</strong>: Local Hugging Face models</li> <li><strong>Custom endpoints</strong>: Any OpenAI-compatible API</li>",pe,B,re,V,oe,E,Ce="To use with a local VLLM server:",me,S,Ie="<li>Start your VLLM server:</li>",Me,Z,ue,d,_e="<li>Configure LiteLLM to use the local server:</li>",fe,G,$e,H,Ae='For more detailed error handling and debugging, refer to the <a href="https://docs.litellm.ai/docs/" rel="nofollow">LiteLLM documentation</a>.',ce,W,ge,R,de;return T=new He({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),h=new y({props:{title:"Using LiteLLM as Backend",local:"using-litellm-as-backend",headingTag:"h1"}}),j=new y({props:{title:"Basic Usage",local:"basic-usage",headingTag:"h2"}}),U=new Te({props:{code:"bGlnaHRldmFsJTIwZW5kcG9pbnQlMjBsaXRlbGxtJTIwJTVDJTBBJTIwJTIwJTIwJTIwJTIycHJvdmlkZXIlM0RvcGVuYWklMkNtb2RlbF9uYW1lJTNEZ3B0LTMuNS10dXJibyUyMiUyMCU1QyUwQSUyMCUyMCUyMCUyMGdzbThr",highlighted:`lighteval endpoint litellm \\
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    <span class="hljs-attr">base_url:</span> <span class="hljs-string">&quot;URL_OF_THE_ENDPOINT_YOU_WANT_TO_USE&quot;</span>
    <span class="hljs-attr">api_key:</span> <span class="hljs-string">&quot;&quot;</span> <span class="hljs-comment"># Remove or keep empty as needed</span>
    <span class="hljs-attr">generation_parameters:</span>
      <span class="hljs-attr">temperature:</span> <span class="hljs-number">0.5</span>
      <span class="hljs-attr">max_new_tokens:</span> <span class="hljs-number">256</span>
      <span class="hljs-attr">stop_tokens:</span> [<span class="hljs-string">&quot;&quot;</span>]
      <span class="hljs-attr">top_p:</span> <span class="hljs-number">0.9</span>
      <span class="hljs-attr">seed:</span> <span class="hljs-number">0</span>
      <span class="hljs-attr">repetition_penalty:</span> <span class="hljs-number">1.0</span>
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    <span class="hljs-attr">model_name:</span> <span class="hljs-string">&quot;hosted_vllm/HuggingFaceH4/zephyr-7b-beta&quot;</span>
    <span class="hljs-attr">base_url:</span> <span class="hljs-string">&quot;http://localhost:8000/v1&quot;</span>
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