Laddered Simple Attention Network

Cactus Compute released Needle 3, a single-file on-device foundation model that ships between 8 and 29 MB depending on layer depth and handles tool calling, structured extraction and text embeddings w…

Cactus Compute's Needle 3, a foundation model shipping as a single 8-29 MB file, beats models ten times its size on mobile tool-calling accuracy and matches models two to three times larger on structu…