Video · audio · editing
A local workflow series covering video with audio, reference-driven sequences, tracked inpainting, and two-pass latent upscaling.
CurrentPublic sources reviewed
A practical learning path
Begin with the setup guide, then move into the task you need. Chapters link to the relevant moments in the original videos.
0 of 4 guides marked complete
Understand the FP8/INT8 model options, matching encoders and VAEs, native audio, and the resolution-duration tradeoff on the tutorial's 8 GB GPU.
Assign clear jobs to reference images and video clips, then build a sequence using short continuation references instead of loading unnecessary frames.
Track an object with SAM 3.1, clean its mask, and regenerate a cropped region before blending it back into the source video.
Follow the Turbo LoRA workflow from a coarse first pass through learned latent upscaling and a second detail pass, with text-to-video and first/last-frame modes.
The complete hardware picture
The setup, inpainting, and upscaling tutorials document an RTX 5060 laptop with 8 GB VRAM and 32 GB system RAM. Reference length, clip duration, and generation resolution all affect memory pressure.
What to watch for
Distant faces, spatial continuity, and mask quality need careful review. Upscaling and acceleration are not substitutes for a sound generation baseline.
These pages summarize published demonstrations. They do not certify a new workflow build or guarantee the same result on different hardware.