First open-source project — fully-local on a single RTX 3090 (Qwen3.6-27B) — to report 95% SimpleQA (n=500) and 77% xbench-DeepSearch (n=100) on local hardware. See the r/LocalLLaMA announcement and the benchmark dataset. Use it as a repeatable review, validation or hardening pass.
Minimal, clean, and well-documented implementations of data structures and algorithms in Python 3. Each file is self-contained with docstrings, type hints, and complexity notes — designed to be read and learned from.
First open-source project — fully-local on a single RTX 3090 (Qwen3.6-27B) — to report 95% SimpleQA (n=500) and 77% xbench-DeepSearch (n=100) on local hardware. See the r/LocalLLaMA announcement and the benchmark dataset. Use it as a repeatable review, validation or hardening pass.
Minimal, clean, and well-documented implementations of data structures and algorithms in Python 3. Each file is self-contained with docstrings, type hints, and complexity notes — designed to be read and learned from.