因国内部署无法访问hugging face,所以在大佬部署方案的基础上改造成能部署到cloudflare workers。
准备工作
1、注册 cloudflare
2、注册hugging face并申请api key,申请api key地址
3、复制以下代码部署到 cloudflare workers 中即可
4、支持在oneapi/newapi点击“获取模型列表”一键添加可用模型
cloudflare workers 代码如下:
//对接one-api/new-api使用 const API_KEY = "sk-1234567890"; //你的hugging face api key去hugging face申请 const HUGGINGFACE_API_KEY = "hf_xxxxxxxxxxx"; //目前发现的可用模型,请求时如模型不在该列表内,则使用你请求的模型 const CUSTOMER_MODEL_MAP = { "qwen2.5-72b-instruct": "Qwen/Qwen2.5-72B-Instruct", "gemma2-2b-it": "google/gemma-2-2b-it", "gemma2-27b-it": "google/gemma-2-27b-it", "llama-3-8b-instruct": "meta-llama/Meta-Llama-3-8B-Instruct", "llama-3.2-1b-instruct": "meta-llama/Llama-3.2-1B-Instruct", "llama-3.2-3b-instruct": "meta-llama/Llama-3.2-3B-Instruct", "phi-3.5": "microsoft/Phi-3.5-mini-instruct" }; async function handleRequest(request) { try { if (request.method === "OPTIONS") { return getResponse("", 204); } const authHeader = request.headers.get("Authorization"); if (!authHeader || !authHeader.startsWith("Bearer ") || authHeader.split(" ")[1] !== API_KEY) { return getResponse("Unauthorized", 401); } if (request.url.endsWith("/v1/models")) { const arrs = []; Object.keys(CUSTOMER_MODEL_MAP).map(element => arrs.push({ id: element, object: "model" })) const response = { data: arrs, success: true }; return getResponse(JSON.stringify(response), 200); } if (request.method !== "POST") { return getResponse("Only POST requests are allowed", 405); } if (!request.url.endsWith("/v1/chat/completions")) { return getResponse("Not Found", 404); } const data = await request.json(); const messages = data.messages || []; const model = CUSTOMER_MODEL_MAP[data.model] || data.model; const temperature = data.temperature || 0.7; const max_tokens = data.max_tokens || 8196; const top_p = Math.min(Math.max(data.top_p || 0.9, 0.0001), 0.9999); const stream = data.stream || false; const requestBody = { model: model, stream: stream, temperature: temperature, max_tokens: max_tokens, top_p: top_p, messages: messages }; const apiUrl = `https://api-inference.huggingface.co/models/${model}/v1/chat/completions`; const response = await fetch(apiUrl, { method: 'POST', headers: { 'Authorization': `Bearer ${HUGGINGFACE_API_KEY}`, 'Content-Type': 'application/json' }, body: JSON.stringify(requestBody) }); if (!response.ok) { const errorText = await response.text(); return getResponse(`Error from API: ${response.statusText} - ${errorText}`, response.status); } const newResponse = new Response(response.body, { status: response.status, headers: { ...Object.fromEntries(response.headers), 'Access-Control-Allow-Origin': '*', 'Access-Control-Allow-Methods': '*', 'Access-Control-Allow-Headers': '*' } }); return newResponse; } catch (error) { return getResponse(JSON.stringify({ error: `处理请求失败: ${error.message}` }), 500); } } function getResponse(resp, status) { return new Response(resp, { status: status, headers: { "Content-Type": "application/json", "Access-Control-Allow-Origin": "*", "Access-Control-Allow-Methods": "*", "Access-Control-Allow-Headers": "*" } }); } addEventListener('fetch', event => { event.respondWith(handleRequest(event.request)) })
推荐千问2.5模型,其他好用的模型均需要订阅。