AnalysisAI ModelsOctober 7, 2026

Linum releases Pyramid-JiT, a VAE-free pixel-space image model

Read original source →linum.ai

Pyramid-JiT is a decoder-only pixel-space architecture that predicts the target image at several resolutions along the DiT trunk, reaching Linum v2's FD-DINOv2 on 11.3× fewer training samples and 4.3× fewer GPU-hours at 4× the pixels. Code and weights are Apache 2.0; Linum calls it a research artifact en route to Linum v3.

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