Qwen3 Embedding 0.6B MXL 4bit

🚀 mlx-community/Qwen3-Embedding-0.6B-4bit-DWQ

This model converts Qwen/Qwen3-Embedding-0.6B into MLX format, facilitating text generation and feature extraction.

🚀 Quick Start

This model kerncore/Qwen3-Embedding-0.6B-MXL-4bit was converted to MLX format from Qwen/Qwen3-Embedding-0.6B using mlx-lm version 0.24.1.

📦 Installation

pip install mlx-lm

💻 Usage Examples

Basic Usage

from mlx_lm import load, generate

model, tokenizer = load("kerncore/Qwen3-Embedding-0.6B-MXL-4bit")

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.