hayooucom/vision-model2:29e97c56 – Run with an API on Replicate

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hayooucom /vision-model2:29e97c56

Playground API

Input

prompt

string

Shift + Return to add a new line

Text prompt to send to the model.

Default: "Describe this."

full_prompt

string

Shift + Return to add a new line

full prompt to send to the model. if use this ,set prompt to empty

Default: ""

max_new_tokens

integer

(minimum: 1, maximum: 8000)

Maximum number of tokens to generate. A word is generally 2-3 tokens.

Default: 200

temperature

number

(minimum: 0, maximum: 5)

Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic.

Default: 0.1

top_p

number

(minimum: 0.01, maximum: 1)

When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens.

Default: 0.95

top_k

integer

When decoding text, samples from the top k most likely tokens; lower to ignore less likely tokens.

Default: 5

repetition_penalty

number

(minimum: 0.01, maximum: 10)

Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it.

Default: 1.1

system_prompt

string

Shift + Return to add a new line

You are agent that can see, talk and act.You are agent that can see, talk and act.

System prompt.

Default: "You are agent that can see, talk and act."

image_url0

string

Shift + Return to add a new line

public image url.

Default: ""

image_url

string[]

public image url.

Default: []

image_base64

string[]

image data base64 if no image url, use this.

Default: []

seed

integer

The seed for the random number generator

output_id_as_str

integer

output id as string

Default: 0

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

npx create-replicate --model=hayooucom/vision-model2

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 hayooucom/vision-model2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "hayooucom/vision-model2:29e97c56ac1a0344a96dcbcf1d7f1e363279910aa61fdb91d9c333c9e223ab41",
  {
    input: {
      top_k: 5,
      top_p: 0.95,
      prompt: "Describe this.",
      image_url: [],
      image_url0: "",
      full_prompt: "",
      temperature: 0.1,
      image_base64: [],
      system_prompt: "You are agent that can see, talk and act.",
      max_new_tokens: 200,
      output_id_as_str: 0,
      repetition_penalty: 1.1
    }
  }
);

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 hayooucom/vision-model2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "hayooucom/vision-model2:29e97c56ac1a0344a96dcbcf1d7f1e363279910aa61fdb91d9c333c9e223ab41",
    input={
        "top_k": 5,
        "top_p": 0.95,
        "prompt": "Describe this.",
        "image_url": [],
        "image_url0": "",
        "full_prompt": "",
        "temperature": 0.1,
        "image_base64": [],
        "system_prompt": "You are agent that can see, talk and act.",
        "max_new_tokens": 200,
        "output_id_as_str": 0,
        "repetition_penalty": 1.1
    }
)

# The hayooucom/vision-model2 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/hayooucom/vision-model2/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=<paste-your-token-here>

Find your API token in your account settings.

Run hayooucom/vision-model2 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": "hayooucom/vision-model2:29e97c56ac1a0344a96dcbcf1d7f1e363279910aa61fdb91d9c333c9e223ab41",
    "input": {
      "top_k": 5,
      "top_p": 0.95,
      "prompt": "Describe this.",
      "image_url": [],
      "image_url0": "",
      "full_prompt": "",
      "temperature": 0.1,
      "image_base64": [],
      "system_prompt": "You are agent that can see, talk and act.",
      "max_new_tokens": 200,
      "output_id_as_str": 0,
      "repetition_penalty": 1.1
    }
  }' \
  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.