Posts

Model playing cards report high quality below server-class, full-precision circumstances. Those numbers hardly ever predict how the identical mannequin behaves on a cellphone. This week, Liquid AI launched Pipette. It is an open-source platform for benchmarking basis fashions on edge gadgets, inbuilt partnership with Artificial Analysis as an unbiased methodology validator. Pipette treats on-device habits…

Perplexity has launched Portable Computer, a local-first construct of its agentic Computer platform that runs the agent harness, orchestrator, planner, software router and post-trained fashions immediately on NVIDIA DGX Spark. The native mannequin, inference engine, software sandbox and app connectors ship as one packaged system, each job begins on the gadget, and work dealt with…

Information extraction groups face a recurring selection. Small encoder fashions are low-cost however inflexible, and huge language fashions are versatile however costly per doc. Fastino launched GLiNER2.5 to slim that hole. The launch replaces span enumeration with boundary prediction: the mannequin scores the place an entity begins and ends as a substitute of scoring each…