#prismml

A notable Hacker News launch this week came from Prism ML, which is positioning 1-Bit Bonsai as the first commercially viable family of 1-bit LLMs. The pitch is less about bigger models and more about intelligence density, device fit, and the economics of edge inference.

A well-received r/LocalLLaMA post spotlighted PrismML’s 1-bit Bonsai launch, which claims to shrink an 8.2B model to 1.15GB with an end-to-end 1-bit design. The pitch is not just compression, but practical on-device throughput and energy efficiency.