Prediction

Model

yorickvp/llava-v1.6-mistral-7b:19be067b

1ycah63hr1rgg0cgkzf99srpxm

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

3.3s

Created

over 1 year ago by janghaludu

Webhook

–

Input

image: https://replicate.delivery/pbxt/LFOt8fqTcx6MfmTNNXES25GXjnpT1Iqv87IOuOCb7Eq0ZRvM/Screenshot%202024-07-11%20at%209.03.27%20AM.png
prompt: Reply in json format with the following keys - containsCircles : True or False, colorsOfCircles: array of str, numberOfCircles: int, containsText: Boolean, text: str, characterInsideCircle: str
top_p: 1
temperature: 0.2
max_tokens: 1024
history

{
  "history": [],
  "image": "https://replicate.delivery/pbxt/LFOt8fqTcx6MfmTNNXES25GXjnpT1Iqv87IOuOCb7Eq0ZRvM/Screenshot%202024-07-11%20at%209.03.27%20AM.png",
  "max_tokens": 1024,
  "prompt": "Reply in json format with the following keys - containsCircles : True or False,  colorsOfCircles: array of str, numberOfCircles: int, containsText: Boolean, text: str, characterInsideCircle: str",
  "temperature": 0.2,
  "top_p": 1
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_XbS**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

Run yorickvp/llava-v1.6-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "yorickvp/llava-v1.6-mistral-7b:19be067b589d0c46689ffa7cc3ff321447a441986a7694c01225973c2eafc874",
  {
    input: {
      image: "https://replicate.delivery/pbxt/LFOt8fqTcx6MfmTNNXES25GXjnpT1Iqv87IOuOCb7Eq0ZRvM/Screenshot%202024-07-11%20at%209.03.27%20AM.png",
      max_tokens: 1024,
      prompt: "Reply in json format with the following keys - containsCircles : True or False,  colorsOfCircles: array of str, numberOfCircles: int, containsText: Boolean, text: str, characterInsideCircle: str",
      temperature: 0.2,
      top_p: 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=r8_XbS**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run yorickvp/llava-v1.6-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "yorickvp/llava-v1.6-mistral-7b:19be067b589d0c46689ffa7cc3ff321447a441986a7694c01225973c2eafc874",
    input={
        "image": "https://replicate.delivery/pbxt/LFOt8fqTcx6MfmTNNXES25GXjnpT1Iqv87IOuOCb7Eq0ZRvM/Screenshot%202024-07-11%20at%209.03.27%20AM.png",
        "max_tokens": 1024,
        "prompt": "Reply in json format with the following keys - containsCircles : True or False,  colorsOfCircles: array of str, numberOfCircles: int, containsText: Boolean, text: str, characterInsideCircle: str",
        "temperature": 0.2,
        "top_p": 1
    }
)

# The yorickvp/llava-v1.6-mistral-7b model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/yorickvp/llava-v1.6-mistral-7b/api#output-schema
    print(item, end="")

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=r8_XbS**********************************

This is your API token. Keep it to yourself.

Run yorickvp/llava-v1.6-mistral-7b 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": "yorickvp/llava-v1.6-mistral-7b:19be067b589d0c46689ffa7cc3ff321447a441986a7694c01225973c2eafc874",
    "input": {
      "image": "https://replicate.delivery/pbxt/LFOt8fqTcx6MfmTNNXES25GXjnpT1Iqv87IOuOCb7Eq0ZRvM/Screenshot%202024-07-11%20at%209.03.27%20AM.png",
      "max_tokens": 1024,
      "prompt": "Reply in json format with the following keys - containsCircles : True or False,  colorsOfCircles: array of str, numberOfCircles: int, containsText: Boolean, text: str, characterInsideCircle: str",
      "temperature": 0.2,
      "top_p": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

```json
{
 "containsCircles": true,
 "colorsOfCircles": ["red"],
 "numberOfCircles": 1,
 "containsText": true,
 "text": "Acknowledgement",
 "characterInsideCircle": "A"
}
```

Generated in

3.2 seconds

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