Qwen3 Embedding 8B 4bit DWQ

🚀 mlx-community/Qwen3-Embedding-8B-4bit-DWQ

This project offers the mlx-community/Qwen3-Embedding-8B-4bit-DWQ model, which is converted to the MLX format from the Qwen/Qwen3-Embedding-8B model using mlx-lm version 0.25.1. It's useful for tasks like text generation, sentence similarity, and feature extraction.

🚀 Quick Start

📦 Installation

pip install mlx-lm

💻 Usage Examples

🔍 Basic Usage

from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Qwen3-Embedding-8B-4bit-DWQ")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

📄 License

This project is licensed under the Apache-2.0 license.