lucataco/idefics-8b:7ab31251 | Run with an API on Replicate

Version

You're looking at a specific version of this model. Jump to the model overview.

lucataco /idefics-8b:7ab31251

Playground API

Input

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

npx create-replicate --model=lucataco/idefics-8b

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 lucataco/idefics-8b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "lucataco/idefics-8b:7ab312514f213130c4a2db68b93a1719f5cc7c3246c408ba91d507b212a24303",
  {
    input: {
      prompt: "What is this?",
      max_new_tokens: 512,
      repetition_penalty: 1.2
    }
  }
);

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 lucataco/idefics-8b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "lucataco/idefics-8b:7ab312514f213130c4a2db68b93a1719f5cc7c3246c408ba91d507b212a24303",
    input={
        "prompt": "What is this?",
        "max_new_tokens": 512,
        "repetition_penalty": 1.2
    }
)
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 lucataco/idefics-8b 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": "lucataco/idefics-8b:7ab312514f213130c4a2db68b93a1719f5cc7c3246c408ba91d507b212a24303",
    "input": {
      "prompt": "What is this?",
      "max_new_tokens": 512,
      "repetition_penalty": 1.2
    }
  }' \
  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/lucataco/idefics-8b@sha256:7ab312514f213130c4a2db68b93a1719f5cc7c3246c408ba91d507b212a24303 \
  -i 'prompt="What is this?"' \
  -i 'max_new_tokens=512' \
  -i 'repetition_penalty=1.2'

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 --gpus=all r8.im/lucataco/idefics-8b@sha256:7ab312514f213130c4a2db68b93a1719f5cc7c3246c408ba91d507b212a24303
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "prompt": "What is this?",
      "max_new_tokens": 512,
      "repetition_penalty": 1.2
    }
  }' \
  http://localhost:5000/predictions

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

Output

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