Generative Modeling: From Data Distributions to Deep Generative Models
If you approach generative models as ""networks that create images,"" the field quickly turns into a collection of disconnected architectures. A mor…
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HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead
TL;DR HiDream-O1-Image 8B Full raw outputs collapse on plain Japanese prompts — both instruction-following and aesthetics fail at once Tried to swap…
Long video generation blog: Six Approaches, One Decision
A few months ago we set ourselves a deceptively simple goal: produce coherent, high-quality video longer than 15 seconds, on a single GPU, in well u…