camenduru/mixtral-8x22b-v0.1-4bit:fbde2129 | Run with an API on Replicate

Version

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camenduru /mixtral-8x22b-v0.1-4bit:fbde2129

Playground API

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=camenduru/mixtral-8x22b-v0.1-4bit

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run camenduru/mixtral-8x22b-v0.1-4bit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "camenduru/mixtral-8x22b-v0.1-4bit:fbde21293f35b9315a1b9c1d1408f12632ead682dfd7b6f5dd591ddebeefd5ca",
  {
    input: {
      top_k: 0,
      top_p: 0.8,
      prompt: "What are the 20 countries with the largest population?",
      do_sample: true,
      num_beams: 1,
      temperature: 0.2,
      length_penalty: 1,
      max_new_tokens: 128,
      repetition_penalty: 2
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run camenduru/mixtral-8x22b-v0.1-4bit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "camenduru/mixtral-8x22b-v0.1-4bit:fbde21293f35b9315a1b9c1d1408f12632ead682dfd7b6f5dd591ddebeefd5ca",
    input={
        "top_k": 0,
        "top_p": 0.8,
        "prompt": "What are the 20 countries with the largest population?",
        "do_sample": True,
        "num_beams": 1,
        "temperature": 0.2,
        "length_penalty": 1,
        "max_new_tokens": 128,
        "repetition_penalty": 2
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run camenduru/mixtral-8x22b-v0.1-4bit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "camenduru/mixtral-8x22b-v0.1-4bit:fbde21293f35b9315a1b9c1d1408f12632ead682dfd7b6f5dd591ddebeefd5ca",
    "input": {
      "top_k": 0,
      "top_p": 0.8,
      "prompt": "What are the 20 countries with the largest population?",
      "do_sample": true,
      "num_beams": 1,
      "temperature": 0.2,
      "length_penalty": 1,
      "max_new_tokens": 128,
      "repetition_penalty": 2
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

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