lucataco/wizardcoder-python-34b-v1.0:c4798dba – Run with an API on Replicate

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lucataco /wizardcoder-python-34b-v1.0:c4798dba

Playground API

Input

prompt

string

Shift + Return to add a new line

Your prompt

Default: "Tell me about AI"

system_prompt

string

Shift + Return to add a new line

Below is an instruction that describes a task. Write a response that appropriately completes the request.Below is an instruction that describes a task. Write a response that appropriately completes the request.

System prompt that helps guide system behavior

Default: "Below is an instruction that describes a task. Write a response that appropriately completes the request."

temperature

number

(minimum: 0, maximum: 5)

Randomness of outputs, 0 is deterministic, greater than 1 is random

Default: 0.7

max_new_tokens

integer

(minimum: 1, maximum: 4096)

Number of new tokens

Default: 512

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

repetition_penalty

number

(minimum: 0, maximum: 5)

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

Default: 1.15

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

npx create-replicate --model=lucataco/wizardcoder-python-34b-v1.0

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 lucataco/wizardcoder-python-34b-v1.0 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "lucataco/wizardcoder-python-34b-v1.0:c4798dbaf5104519a74b43dc2574b13012a74714c2c43f555c6ccb9b8e0a6b74",
  {
    input: {
      top_p: 0.95,
      prompt: "Tell me about AI",
      temperature: 0.7,
      system_prompt: "Below is an instruction that describes a task. Write a response that appropriately completes the request.",
      max_new_tokens: 512,
      repetition_penalty: 1.15
    }
  }
);

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 lucataco/wizardcoder-python-34b-v1.0 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "lucataco/wizardcoder-python-34b-v1.0:c4798dbaf5104519a74b43dc2574b13012a74714c2c43f555c6ccb9b8e0a6b74",
    input={
        "top_p": 0.95,
        "prompt": "Tell me about AI",
        "temperature": 0.7,
        "system_prompt": "Below is an instruction that describes a task. Write a response that appropriately completes the request.",
        "max_new_tokens": 512,
        "repetition_penalty": 1.15
    }
)
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 lucataco/wizardcoder-python-34b-v1.0 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": "lucataco/wizardcoder-python-34b-v1.0:c4798dbaf5104519a74b43dc2574b13012a74714c2c43f555c6ccb9b8e0a6b74",
    "input": {
      "top_p": 0.95,
      "prompt": "Tell me about AI",
      "temperature": 0.7,
      "system_prompt": "Below is an instruction that describes a task. Write a response that appropriately completes the request.",
      "max_new_tokens": 512,
      "repetition_penalty": 1.15
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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