From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov +11

Data-residency constraints force enterprises to self-host LLMs, but continuous adoption of newer models without decommissioning their predecessors expands the serving fleet, fragme…