Marigold V2 is free and Apache-2.0: depth, normals and albedo from one image, now native in ComfyUI. Specs, VRAM, exact commands and the real catch.
NVIDIA quietly shipped a four-step distilled version of its open 720p video model today. Apache 2.0, free hosted demo, 17.87GB weights — and one missing benchmark you should know about.
JD's JoyAI-Video-Edit edits video as it streams — free Apache-2.0 weights, a free browser demo, and real-time 480p editing on a single RTX 5090.
SenseTime released SenseNova-U1.5-8B-MoT under Apache 2.0 — generation, editing and understanding in one checkpoint. Here's the free demo, the real VRAM bill, and where it breaks.