User Questions Minimax H3 Hybrid Models: Weak Reference Adherence
Tablaski · reddit · 2026-09-01
The author shares a negative experience with Minimax H3 hybrid models (ref2va + fl2va architecture). While theoretically combining reference adherence with high quality, practical tests show:
- Unstable Reference: Generated videos rarely strictly follow input reference images or start frames, often switching to irrelevant content immediately or inserting random images at the start.
- Dubious Quality: Even with keyframe guidance, the model often loses reference info; the author noticed no significant quality gain, and issues persist even without acceleration or with more steps.
The author asks if others have had the same experience, noting that previous claims about technologies like Spectrum being "lossless" were similarly exaggerated.
More from Multimodal
- Dev builds Mumbai-inspired 3D manga background generator from OpenStreetMap data — CurieuxExplorer · 2026-10-18
- Omni 1'1 flash video demo generates atmospheric foggy Victorian haunted house — Dense-Instruction210 · 2026-10-18
- Flux 3 klein distilled tested: int8 workflow delivers surprisingly good 2MP images — Ok_Tale7582 · 2026-10-18
- AI-generated clip with cinematic truck-driver shot fuels 'feature film soon' talk — 1ili0 · 2026-10-18
- AI Videos Are Getting So Good That Real Content Now Gets Doubted — gouterz · 2026-10-18
- Qwen-Image-2.1 LoRA Unlocks Nearly Any Pose, Works for Both T2I and Editing — metalfans · 2026-10-18