https://video.ut0pia.org/videos/watch/a7b6d89b-f94d-47b9-a339-a166daa2b1b8 Gemma 4's 31B model sits fourth on the LM Arena open model leaderboard. The models around it are at least twice as large; some are 20 times larger. It runs on a single GPU. Competitors at comparable quality need four or five. Ian Ballantyne and Gus Martins walk through what that size efficiency unlocks: running on a Pixel phone (the E2B and E4B models use 2B and 4B of GPU memory despite having more parameters), deploying a medical variant on two GPUs for an entire hospital, and running parallel multi agent workloads on an M4 Mac via LM Studio. The talk also covers the license shift from a custom Gemma license to Apache 2.0 — the practical effect is that sovereign institutions in Ukraine, Bulgaria, and Brazil can get legal sign off without 18 months of procurement review. Speaker info: https://x.com/gusthema, https://www.linkedin.com/in/gus-martins-64ab5891, https://linkedin.com/in/ianballantyne, https://github.com/irbg Wed, 10 Jun 2026 21:11:23 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://video.ut0pia.org https://video.ut0pia.org/lazy-static/avatars/0287a09a-aae7-4840-9843-b416426e7046.webp https://video.ut0pia.org/videos/watch/a7b6d89b-f94d-47b9-a339-a166daa2b1b8 All rights reserved, unless otherwise specified in the terms specified at https://video.ut0pia.org/about and potential licenses granted by each content's rightholder.