Tag: AWQ

Sep 16
Quantization and Local Inference: Deploying Fast Agents with Low VRAM Overhead

The initial wave of enterprise artificial intelligence adoption was defined by an almost total reliance on centralized, cloud-hosted frontier foundation models accessed via external commercial APIs. When early multi-agent prototypes and workflow orchestrators were assembled, routing every single reasoning pass, tool verification loop, and reflective query to massive remote endpoints was the default path of […]