Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx

Brainwaves

          arc   arc/e boolq hswag obkqa piqa  wino
qx86-hi   0.572,0.767,0.846,0.716,0.406,0.798,0.679

Qwen3-VL-8B-Instruct-heretic
qx86-hi   0.437,0.583,0.874,0.526,0.412,0.742,0.583
Qwen3-VL-8B-Instruct
qx86-hi   0.455,0.596,0.872,0.543,0.424,0.736,0.593

Use with mlx

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx")

prompt = "hello"

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

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