instructkr
0 Apps · 4 Tools · 0 Intel
InstructKR is a South Korean open-source AI research organization focused on Korean language model evaluation and ML infrastructure. Their most recognized project, LogicKor, established a widely used multi-domain reasoning benchmark for Korean LLMs, and their broader work targets lightweight tooling for the Korean AI ecosystem.
Tools
A Python/Rust rewrite of Claude's agent harness system for building AI tool workflows. Created as a clean-room implementation after Claude's code was leaked, focusing on harness engineering and agent orchestration patterns.
Fast, self-contained BM25 + Bayesian calibration implementation with a minimal Python API — drop into your RAG pipeline for better keyword retrieval.
Lightweight, instant-startup vLLM replacement for RunPod serverless environments — cold-start in seconds instead of minutes.
Make running benchmarks simple yet maintainable — Korean cross-encoder reranker evaluation, designed for repeatable experiments.