cjwbw/starcoder2-15b:d67b7d32 – Run with an API on Replicate

Version

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cjwbw /starcoder2-15b:d67b7d32

Playground API

Input

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

npx create-replicate --model=cjwbw/starcoder2-15b

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 cjwbw/starcoder2-15b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "cjwbw/starcoder2-15b:d67b7d32b63bb8a2cf6b95c523921408e38ce7d7228fdff7b1eb636dc2c5ecd8",
  {
    input: {
      top_k: -1,
      top_p: 0.95,
      prompt: "def print_hello_world():",
      temperature: 0.7,
      max_new_tokens: 256
    }
  }
);

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 cjwbw/starcoder2-15b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/starcoder2-15b:d67b7d32b63bb8a2cf6b95c523921408e38ce7d7228fdff7b1eb636dc2c5ecd8",
    input={
        "top_k": -1,
        "top_p": 0.95,
        "prompt": "def print_hello_world():",
        "temperature": 0.7,
        "max_new_tokens": 256
    }
)

# The cjwbw/starcoder2-15b 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/cjwbw/starcoder2-15b/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 cjwbw/starcoder2-15b 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": "cjwbw/starcoder2-15b:d67b7d32b63bb8a2cf6b95c523921408e38ce7d7228fdff7b1eb636dc2c5ecd8",
    "input": {
      "top_k": -1,
      "top_p": 0.95,
      "prompt": "def print_hello_world():",
      "temperature": 0.7,
      "max_new_tokens": 256
    }
  }' \
  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.