Coding without MoEs
Collection
some slower than others • 86 items • Updated
Brainwaves
arc arc/e boolq hswag obkqa piqa wino
qx86-hi 0.555,0.714,0.850,0.721,0.452,0.786,0.717
gemma-3-27b-it-heretic
q8 0.557,0.711,0.868,0.533,0.452,0.706,0.695
-G
This model gemma-3-12b-it-vl-Gemini-3-Pro-Heretic-Uncensored-Thinking-qx86-hi-mlx was converted to MLX format using mlx-lm version 0.30.7.
pip install mlx-lm
from mlx_lm import load, generate
model, tokenizer = load("gemma-3-12b-it-vl-Gemini-3-Pro-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)
8-bit