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Mixtral MoE 8x7B Instruct

accounts/fireworks/models/mixtral-8x7b-instruct

ServerlessLLMChat

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Mixtral MoE 8x7B Instruct is the instruction-tuned version of Mixtral MoE 8x7B and has the chat completions API enabled.

Serverless API

Mixtral MoE 8x7B Instruct is available via Fireworks' serverless API, where you pay per token. There are several ways to call the Fireworks API, including Fireworks' Python client, the REST API, or OpenAI's Python client.

See below for easy generation of calls and a description of the raw REST API for making API requests. See the Querying text models docs for details.

Try it

API Examples

Generate a model response using the chat endpoint of mixtral-8x7b-instruct. API reference

import requests
import json

url = "https://api.fireworks.ai/inference/v1/chat/completions"
payload = {
  "model": "accounts/fireworks/models/mixtral-8x7b-instruct",
  "max_tokens": 4096,
  "top_p": 1,
  "top_k": 40,
  "presence_penalty": 0,
  "frequency_penalty": 0,
  "temperature": 0.6,
  "messages": [
    {
      "role": "user",
      "content": "Hello, how are you?"
    }
  ]
}
headers = {
  "Accept": "application/json",
  "Content-Type": "application/json",
  "Authorization": "Bearer <API_KEY>"
}
requests.request("POST", url, headers=headers, data=json.dumps(payload))

On-demand deployments

On-demand deployments allow you to use Mixtral MoE 8x7B Instruct on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

See the On-demand deployments guide for details.

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