Keyword: "on-premises LLM inference"

Sovereign Infrastructure and 2-Bit Quantization

Examines 2.47-bit quantization in Qwen 3.8-27B. Evaluates local hardware viability, benchmark parity claims, containerized runtime isolation, and workflow repatriation to sovereign infrastructure under predictable cost envelopes.