kapynOpen Source

Hikari-knowledge — Hikari's curated English measured notes on local LLM systems (serving, specdec, training, steering).

Hikari-knowledge is a curated repository of technical notes on local LLM systems. The project covers key engineering topics including model serving, speculative decoding, training pipelines, and activation steering. It provides AI developers with practical, hands-on documentation and insights for running and optimizing open-source models locally.

GitHub·Jul 27, 2026

Opening Kapyn…