Small Language Models: Three Practical Uses

Small language models (SLMs) handle document structuring, bulk labeling, and low-latency tasks on local hardware. These jobs work because knowledge lives outside the model, in schemas, label sets, or on-screen text. Models of eight billion parameters or fewer suffice without fine-tuning.