anemll/system1-base-unsloth

System 1 ANE — Core AI builds for the Apple Neural Engine

Small decision models (one forward pass, one decision, no generated text) converted to Core AI .aimodel packages that run on the Apple Neural Engine. Each model lives in its own folder with its own config.json and model card.

Model	Folder	Base	Task	Notes
Snake, stock Qwen3.5-0.8B + Unsloth-trained LoRA and decision head	snake-stock-qwen3.5-unsloth/	unsloth/Qwen3.5-0.8B	Snake move decision	304-token prefill window, 7/7 packages fully_ane, ~91 ms per decision on an M5 Max

More models may be added as further folders. This repository is a collection of Core AI builds, not a transformers checkpoint: transformers AutoModel cannot load it. The root config.json is a repository descriptor (it lists the models); each model folder has its own package descriptor.

Download one model

from huggingface_hub import snapshot_download

path = snapshot_download(
    repo_id="anemll/system1-base-unsloth",
    allow_patterns=["config.json", "snake-stock-qwen3.5-unsloth/*"],
    local_dir="~/Models/system1-base-unsloth",
)

Source / code: github.com/Anemll/system1-ane (MIT): runtime, demo, training and conversion code.

See the model card in each folder for how to compile and run it.

License

Apache License 2.0 (LICENSE, attribution in NOTICE), the same license as Qwen3.5-0.8B and Unsloth, which these weights derive from. Unofficial: not affiliated with or endorsed by Alibaba Cloud or Unsloth.