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不要在本地部署大模型了,Mistral为开发者推出免费API套餐,国内可直连!
发布日期:2024-09-27 06:56:25 浏览次数: 2065 来源:首席AI分享圈



MistralAI推出API免费套餐已有几天,一直犹豫不觉是否发出来的原因是Mistral已经多次忽悠开发者...8月底本来说9月不订阅计划就用不了,结果在9月17日直接将大部分模型免费开放。


直接访问 https://console.mistral.ai/ ,进入计费页面开通。

加入免费计划首先要通过电话验证,这里我已经认证过了。使用谷歌虚拟号码,国内手机号也支持输入,不过我没有试。

找半天免费套餐有什么限制,也没找到,最后只看到一份可使用的模型型号限制说明,如下:

Mistral 提供两种类型的模型:免费模型和高级模型。

高级模型

ModelWeight availabilityAvailable via APIDescriptionMax TokensAPI EndpointsVersion
Mistral Large✔️
Mistral Research License
✔️Our top-tier reasoning model for high-complexity tasks with the lastest version v2 released July 2024. Learn more on our blog post128kmistral-large-latest24.07
Mistral Small✔️
Mistral Research License
✔️Our latest enterprise-grade small model with the lastest version v2 released September 2024. Learn more on our blog post32kmistral-small-latest24.09
Codestral✔️
Mistral Non-Production License
✔️Our cutting-edge language model for coding released May 202432kcodestral-latest24.05
Mistral Embed
✔️Our state-of-the-art semantic for extracting representation of text extracts8kmistral-embed23.12

免费模型

  • 最新模型

ModelWeight availabilityAvailable via APIDescriptionMax TokensAPI EndpointsVersion
Pixtral✔️
Apache2
✔️A 12B model with image understanding capabilities in addition to text. Learn more on our blog post128kpixtral-12b-240924.09






    • 测试模型














    ModelWeight availabilityAvailable via APIDescriptionMax TokensAPI EndpointsVersion
    ---------------------
    Mistral Nemo✔️
    Apache2
    ✔️Our best multilingual open source model released July 2024. Learn more on our blog post128kopen-mistral-nemo24.07
    Codestral Mamba✔️
    Apache2
    ✔️Our first mamba 2 open source model released July 2024. Learn more on our blog post256kopen-codestral-mambav0.1
    Mathstral✔️
    Apache2

    Our first math open source model released July 2024. Learn more on our blog post32kNAv0.1






      • 陈旧模型














      ModelWeight availabilityAvailable via APIDescriptionMax TokensAPI EndpointsVersion
      ---------------------
      Mistral 7B✔️
      Apache2
      ✔️Our first dense model released September 2023. Learn more on our blog post32kopen-mistral-7bv0.3
      Mixtral 8x7B✔️
      Apache2
      ✔️Our first sparse mixture-of-experts released December 2023. Learn more on our blog post32kopen-mixtral-8x7bv0.1
      Mixtral 8x22B✔️
      Apache2
      ✔️Our best open source model to date released April 2024. Learn more on our blog post64kopen-mixtral-8x22bv0.1

      看来免费的都可以用,请求地址格式:https://api.mistral.ai/v1/chat/completions


      然后直接创建密钥即可使用:


      注意:他们家 api 不支持惩罚参数,可以搞个 worker 屏蔽掉,否则在很多终端中可能异常。


      mistral 过滤不支持字段 worker 脚本(更新 cors 跨域处理):

      /**Welcome to Cloudflare Workers! This is your first worker. *
      Run "npm run dev" in your terminal to start a development server
      Open a browser tab at http://localhost:8787/ to see your worker in action
      Run "npm run deploy" to publish your worker *Learn more at https://developers.cloudflare.com/workers/ */export default {async fetch(request, env) {// 处理预检请求if (request.method === 'OPTIONS') {return handleOptions(request);}const url = new URL(request.url);url.host = 'api.mistral.ai';let body;try {// 获取 body 数据并解析为 JSONbody = await request.json();} catch (error) {return new Response('Invalid JSON', { status: 400 });}// 定义支持字段列表const allowedFields = ['model', 'messages', 'temperature', 'topp', 'maxtokens', 'mintokens', 'stream', 'stop', 'randomseed','responseformat','tools','toolchoice','safe_prompt'];// 过滤 body 中不在支持字段列表中的字段const filteredBody = filterFields(body, allowedFields);const newBody = JSON.stringify(filteredBody);const modifiedRequest = new Request(url, {method: request.method,body: newBody,headers: request.headers});return fetch(modifiedRequest);}}// 过滤不支持参数function filterFields(obj, allowedFields) {let result = {};for (const key in obj) {if (allowedFields.includes(key)) {result[key] = obj[key];}}return result;}// 处理预检请求的函数function handleOptions(request) {const headers = {'Access-Control-Allow-Origin': '*', // 允许所有来源'Access-Control-Allow-Methods': 'GET, POST, OPTIONS', // 允许的方法'Access-Control-Allow-Headers': 'Content-Type, Authorization', // 允许的头部'Access-Control-Max-Age': '86400', // 预检请求的缓存时间(秒)};return new Response(null, {status: 204,headers: headers});}


      免费的代码模型需要单独申请密钥使用

      虽然目前国内有很多价格及低、性能也不错的模型(DeepSeek),甚至也有免费的大模型API(智谱清言)但免费也要优中选优嘛。

      Mistral有专精代码的模型Codestral,上面内容已经介绍,LMSYS 排名挺高,可以接入到Cursor试试,用起来感觉还行。




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