The second release in the HyperFlow series
HyperFlow Infinity
A recursive agent harnesses for infinite video generation.
- Hyperflow as agent
- Unlimited length
- Scene-graph Memory
- Fully open-source
Introducing HyperFlow Infinity
See it in action
Infinite run
One story seed, start to finish: 725 shots & 60 minutes, as long as you want.
How it works
H3 architecture contains VL-Encoder + DiT. Our idea is to let VL encoder act three roles:
- 01Watch
writes only what changed into a scene graph memory. Same dress, nothing written.
- 02Direct
reads the memory and the shot's actual ending, and writes what happens next.
- 03Compress
When memory grows long, old events are folded into chapter summaries. Then the loop repeats.
The HyperFlow series
Two releases on the same principle: we don't add anything to the model, we change what sits around it.
Five seconds to feature length. No extra model; the encoder switches roles.