TLMs: Tiny LLMs and Agents on Edge Devices with @cormacb https://youtube.com/watch?v=-TiET_K-E_g Function Gemma ships at 270 million parameters and runs nearly 2,000 tokens per second prefill on a Pixel 7. Out of the box, it hits 46% accuracy on a fixed set of app intents. Fine tune on a synthetically generated dataset and that clears 90% on eight of ten functions. Cormac walks through the two paths developers have for on device AI: a skill harness built on Gemma 4 with a restaurant…