Qwen2.5-Coder-0.5B-Instruct

npm i @huggingface/transformers

import { pipeline } from "@huggingface/transformers";

// Create a text generation pipeline
const generator = await pipeline(
  "text-generation",
  "onnx-community/Qwen2.5-Coder-0.5B-Instruct",
  { dtype: "q4" },
);

// Define the list of messages
const messages = [
  { role: "system", content: "You are a helpful assistant." },
  { role: "user", content:  "Write a quick sort algorithm." },
];

// Generate a response
const output = await generator(messages, { max_new_tokens: 512, do_sample: false });
console.log(output[0].generated_text.at(-1).content);

Here's a simple implementation of the quick sort algorithm in Python:

### Explanation:

- **Base Case**: If the array has less than or equal to one element (i.e., `len(arr)` is less than or equal to `1`), it is already sorted and can be returned as is.

- **Pivot Selection**: The pivot is chosen as the middle element of the array.

- **Partitioning**: The array is partitioned into three parts: elements less than the pivot (`left`), elements equal to the pivot (`middle`), and elements greater than the pivot (`right`). These partitions are then recursively sorted.

- **Recursive Sorting**: The subarrays are sorted recursively using `quick_sort`.

This approach ensures that each recursive call reduces the problem size by half until it reaches a base case.