This is your work, valued

china

Hugh Lin

Intermediate
@lingengyuan

Building local LLM systems on Apple Silicon. I turn papers into working code, experiments, and benchmarks.

my-skills. Python

8

minimind-autoresearch. Autoresearch: 17 hyperparameter experiments on MiniMind 26M Chinese LLM. Muon optimizer achieves 27.6% faster convergence on Apple Silicon MPS.

5

x-algorithm-simulator. TypeScript

4

qjl-mlx. First MLX / Apple Silicon native implementation of QJL and TurboQuant

3

git-dungeon. Git Dungeon 是一个将 Git 提交历史游戏化的命令行 Roguelike：它把每个 commit 映射为可战斗的敌人，按章节推进，支持经验/金币成长与 AI 动态文 案（含缓存与限流回退），并配套完整的单元、功能与黄金回归测试。

1

CodeSnippets. Python

1

lingengyuan.

1

docflow. 本地全私有的多格式知识助手 — Fully local multi-format RAG assistant

1