SchGen-Qwen3.6-27B-EU — MLX 8bit

Apple-Silicon (MLX) 8bit quantization of Ailiance-fr/SchGen-Qwen3.6-27B-EU, a sovereign EU KiCad schematic-generation model (SchGen method, Luo et al., 2026) by ailiance.

MLX quantization, group_size=64, 8.5 bits per weight (~27 GB).

Usage (mlx-lm)

pip install mlx-lm
mlx_lm.generate --model Ailiance-fr/SchGen-Qwen3.6-27B-EU-MLX-8bit \
 --prompt "Generate a schematic for an LM358 inverting amplifier, gain -10." \
 --max-tokens 2048

from mlx_lm import load, generate
model, tok = load("Ailiance-fr/SchGen-Qwen3.6-27B-EU-MLX-8bit")
print(generate(model, tok, prompt="...", max_tokens=2048))

Served with enable_thinking=false. See the full model card for evaluation, limitations, and citation.

License

Apache-2.0. Derivative of Qwen/Qwen3.6-27B (Apache-2.0), trained on microsoft/SchGen_dataset (MIT). See NOTICE.

Base model