camenduru/mixtral-8x22b-v0.1-4bit:ce1a31df | Run with an API on Replicate

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camenduru /mixtral-8x22b-v0.1-4bit:ce1a31df

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:ce1a31df789bcb48e1d50ff4619c8b71092f3301a38b8d897d1220f84c8ea809",
  {
    input: {
      prompt: "What are the 20 countries with the largest population?",
      max_new_tokens: 128
    }
  }
);

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:ce1a31df789bcb48e1d50ff4619c8b71092f3301a38b8d897d1220f84c8ea809",
    input={
        "prompt": "What are the 20 countries with the largest population?",
        "max_new_tokens": 128
    }
)

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:ce1a31df789bcb48e1d50ff4619c8b71092f3301a38b8d897d1220f84c8ea809",
    "input": {
      "prompt": "What are the 20 countries with the largest population?",
      "max_new_tokens": 128
    }
  }' \
  https://api.replicate.com/v1/predictions

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

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/camenduru/mixtral-8x22b-v0.1-4bit@sha256:ce1a31df789bcb48e1d50ff4619c8b71092f3301a38b8d897d1220f84c8ea809 \
  -i 'prompt="What are the 20 countries with the largest population?"' \
  -i 'max_new_tokens=128'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 r8.im/camenduru/mixtral-8x22b-v0.1-4bit@sha256:ce1a31df789bcb48e1d50ff4619c8b71092f3301a38b8d897d1220f84c8ea809
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "prompt": "What are the 20 countries with the largest population?",
      "max_new_tokens": 128
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

No output yet! Press "Submit" to start a prediction.