Qwen2.5-Coder-1.5B-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-1.5B-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);

Sure! Below is the implementation of the QuickSort algorithm in Python:

### Explanation:
- **Base Case**: If the length of the list `arr` is less than or equal to one (`len(arr) <= 1`), it means the list is already sorted and can be returned as it is.
- **Pivot Selection**: The chosen `pivot` element can be any element from the list (e.g., `len(arr)//2`). For simplicity here we choose this way.
- **Partitioning**:
   - Elements less than or equal to `pivot` are placed into a new list called `left`.
   - Elements equal to `pivot` are placed into another new list called `middle`.
   - Elements greater than or equal to `pivot` are placed into yet another new list called `right`.
- **Recursive Sorting**: The function recursively applies itself on these three lists (`left`, middle`, and right`) and concatenates them back together.

This implementation ensures that all elements less than or equal to any given element will appear before that element in their respective partitions.