zsxkib/blip-3:499bec58 | Run with an API on Replicate

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zsxkib /blip-3:499bec58

Playground API

Input

image

*file

Input image

question

string

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Question to ask about this image

Default: "What is shown in the image?"

context

string

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Optional - previous questions and answers to be used as context for answering current question

caption

boolean

Select if you want to generate image captions instead of asking questions

Default: false

system_prompt

string

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A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.

System prompt

Default: "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions."

max_new_tokens

integer

(minimum: 1, maximum: 2048)

Maximum number of new tokens to generate

Default: 768

num_beams

integer

(minimum: 1, maximum: 10)

Number of beams for beam search

Default: 1

temperature

number

(minimum: 0.5, maximum: 1)

Temperature for use with nucleus sampling

Default: 1

top_k

integer

(minimum: 1)

The number of highest probability vocabulary tokens to keep for top-k sampling

Default: 50

top_p

number

(minimum: 0, maximum: 1)

The cumulative probability threshold for top-p sampling

Default: 1

repetition_penalty

number

(minimum: 0)

The parameter for repetition penalty

Default: 1

length_penalty

number

(minimum: 0)

The parameter for length penalty

Default: 1

do_sample

boolean

Whether to use sampling or not

Default: false

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

npx create-replicate --model=zsxkib/blip-3

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 zsxkib/blip-3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "zsxkib/blip-3:499bec581d8f64060fd695ec0c34d7595c6824c4118259aa8b0788e0d2d903e1",
  {
    input: {
      top_k: 50,
      top_p: 1,
      caption: false,
      question: "What is shown in the image?",
      do_sample: false,
      num_beams: 1,
      temperature: 1,
      system_prompt: "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.",
      length_penalty: 1,
      max_new_tokens: 768,
      repetition_penalty: 1
    }
  }
);

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 zsxkib/blip-3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "zsxkib/blip-3:499bec581d8f64060fd695ec0c34d7595c6824c4118259aa8b0788e0d2d903e1",
    input={
        "top_k": 50,
        "top_p": 1,
        "caption": False,
        "question": "What is shown in the image?",
        "do_sample": False,
        "num_beams": 1,
        "temperature": 1,
        "system_prompt": "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.",
        "length_penalty": 1,
        "max_new_tokens": 768,
        "repetition_penalty": 1
    }
)

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 zsxkib/blip-3 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": "zsxkib/blip-3:499bec581d8f64060fd695ec0c34d7595c6824c4118259aa8b0788e0d2d903e1",
    "input": {
      "top_k": 50,
      "top_p": 1,
      "caption": false,
      "question": "What is shown in the image?",
      "do_sample": false,
      "num_beams": 1,
      "temperature": 1,
      "system_prompt": "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user\'s questions.",
      "length_penalty": 1,
      "max_new_tokens": 768,
      "repetition_penalty": 1
    }
  }' \
  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.