instructkr
4 Tools
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
Clean-room Python and Rust rewrite of Claude's agent harness, focused on agent orchestration and tool workflows.
Self-contained BM25 implementation with Bayesian calibration and a minimal Python API for keyword retrieval in RAG.
Benchmark harness for evaluating Korean cross-encoder rerankers, designed for repeatable experiments.
Lightweight vLLM replacement for RunPod serverless environments that cold-starts in seconds instead of minutes.