Striving to make LLM inference more efficient.
A production-oriented LLM engineering platform with OpenAI-compatible serving, streaming, observability, evaluation, reproducible experiments, and deterministic RAG.
Evidence-backed structural validation of Kimi K3 UD-IQ1_M and UD-Q4_K_XL split GGUF releases using OMIV.
Reproducible CPU LLM inference benchmarking, profiling, and hot-path optimization with llama.cpp
