hayooucom/code-model2 – Run with an API on Replicate

hayooucom / code-model2

Cold

Public
688 runs
L40S

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

Text prompt to send to the model.

Default: "hello ,who are you?"

max_new_tokens

integer

(minimum: 1, maximum: 64000)

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

Default: 200

max_tokens

integer

(minimum: 1, maximum: 64000)

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

Default: 64000

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: 1

top_k

integer

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

Default: 1

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

System prompt.

Default: "You are a helpful AI assistant."

seed

integer

The seed for the random number generator

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

npx create-replicate --model=hayooucom/code-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/code-model2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "hayooucom/code-model2:a573fdbec8e088cbdfc03509ce21e9331d86bdb5320fc359657572878abf99d4",
  {
    input: {
      top_k: 1,
      top_p: 1,
      prompt: "hello ,who are you?",
      max_tokens: 64000,
      temperature: 0.1,
      system_prompt: "You are a helpful AI assistant.",
      max_new_tokens: 200,
      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/code-model2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "hayooucom/code-model2:a573fdbec8e088cbdfc03509ce21e9331d86bdb5320fc359657572878abf99d4",
    input={
        "top_k": 1,
        "top_p": 1,
        "prompt": "hello ,who are you?",
        "max_tokens": 64000,
        "temperature": 0.1,
        "system_prompt": "You are a helpful AI assistant.",
        "max_new_tokens": 200,
        "repetition_penalty": 1.1
    }
)

# The hayooucom/code-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/code-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/code-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": "a573fdbec8e088cbdfc03509ce21e9331d86bdb5320fc359657572878abf99d4",
    "input": {
      "top_k": 1,
      "top_p": 1,
      "prompt": "hello ,who are you?",
      "max_tokens": 64000,
      "temperature": 0.1,
      "system_prompt": "You are a helpful AI assistant.",
      "max_new_tokens": 200,
      "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.

Run time and cost

This model costs approximately $0.0038 to run on Replicate, or 263 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia L40S GPU hardware. Predictions typically complete within 4 seconds.

Readme

This model doesn't have a readme.