Text Generation Inference

A developer detailed how they deployed self-hosted open-weight LLMs for a fintech client whose compliance team banned external AI APIs, running a 70B-class model on two GPU boxes for document Q&A, sup…

Context management is becoming a critical infrastructure layer for production AI systems, with KV-cache optimization and contradiction-aware retrieval emerging as two distinct but connected challenges…

Hugging Face retired its own Text Generation Inference (TGI) server in December 2025, directing users to SGLang, a tool that began as a UC Berkeley research paper in 2023 and by 2026 was running on ov…