Lala L1-Lite Ablation: a 3.3M attack detector that matches 1.5 to 3B LLMs
Our first model reads a Linux host's event stream and flags attack steps. On our lab benchmark it matches or beats every small LLM we tried, and it runs on a CPU in seconds.
LilaFold Blog
Research notes and news from the LilaFold team.
Why we are researching NPUs instead of GPUs
NPUs are chips built only for AI. Here is why we are looking at them for small models, and how we plan to test the idea before building anything.
Why we are betting on small models
General models try to know everything. We think most real work needs a model that knows one field very well, and is small enough to own.