alexgenovese/instruct-blip-v2 – Run with an API on Replicate

alexgenovese / instruct-blip-v2

Captioning images with BLIP 2 Instruct

Cold

Public
9 runs
L40S

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=alexgenovese/instruct-blip-v2

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 alexgenovese/instruct-blip-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "alexgenovese/instruct-blip-v2:42beef8139a0e0ed7a3a0350ee5af5e286d4c8a96370ac71699d59a7ee8c31a9",
  {
    input: {
      top_p: 0.9,
      prompt: "describe the image",
      max_len: 250,
      min_len: 1,
      beam_size: 5,
      image_url: "",
      len_penalty: 1,
      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 alexgenovese/instruct-blip-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "alexgenovese/instruct-blip-v2:42beef8139a0e0ed7a3a0350ee5af5e286d4c8a96370ac71699d59a7ee8c31a9",
    input={
        "top_p": 0.9,
        "prompt": "describe the image",
        "max_len": 250,
        "min_len": 1,
        "beam_size": 5,
        "image_url": "",
        "len_penalty": 1,
        "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 alexgenovese/instruct-blip-v2 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": "alexgenovese/instruct-blip-v2:42beef8139a0e0ed7a3a0350ee5af5e286d4c8a96370ac71699d59a7ee8c31a9",
    "input": {
      "top_p": 0.9,
      "prompt": "describe the image",
      "max_len": 250,
      "min_len": 1,
      "beam_size": 5,
      "image_url": "",
      "len_penalty": 1,
      "repetition_penalty": 2
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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

Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.