Two-person lab trains 2B text-to-image model from scratch for $21K, open-sources it

Two-person lab Linum open-sourced Pyramid-JiT, a 2B-parameter pixel-space text-to-image model trained from scratch for about $21K, claiming 11x faster convergence than latent diffusion and positioning it as a milestone toward cheaper video models.

2026-11-05 ~ 2026-11-05 · 3 related posts

• 2-person lab releases 2B pixel-space text-to-image model trained for ~$20K — liuziwei7 · 2026-11-05
• 2-person lab trains 2B text-to-image model from scratch for $20K with Pyramid-JiT — generativist · 2026-11-05
• 2-person lab Linum trains 2B text-to-image model from scratch for just $21K, Apache 2.0 — ycombinator · 2026-11-05