Silicon Swarm at Home

Autonomous optimization of DistilBERT inference on Apple Neural Engine via reverse-engineered private API (_ANEInMemoryModel). Agents compete to beat Apple's own CoreML on the same hardware.

Getting started

1. Launch Claude with the plugin:

claude --plugin-dir /path/to/autoresearch-ane-at-home-plugin

2. Start the autonomous optimization loop:

/autoresearch

That's it. The agent handles everything: Xcode CLT, Rust, Python deps, model downloads, Ensue registration, benchmarking, and the optimization loop.

Prerequisites

• macOS on Apple Silicon (M1/M2/M3/M4/M5)
• Xcode Command Line Tools (xcode-select --install)
• Claude Code

Authors

• svv232

License

MIT