kerncore/Qwen3-Reranker-0.6B-MLX-4bit

This model kerncore/Qwen3-Reranker-0.6B-MLX-4bit was converted to MLX format from Qwen/Qwen3-Reranker-0.6B using mlx-lm version 0.25.3.

Use with mlx

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("kerncore/Qwen3-Reranker-0.6B-MLX-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)