Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation
- Published
- Source
- arXiv
- Paper number
- 495
- Field
- Computer Vision
- arXiv ID
- 2606.23743
Key points
- Sol Video Inference Engine organizes five techniques, caching, sparse attention, token pruning, quantization, and kernel fusion, into an agent-acceleration stack.
- Applied to three video models, Cosmos3-Super, LTX-2.3, and SANA-Video, it achieves more than 2x end-to-end acceleration with almost no loss in VBench quality.
Paper links
External research summaries. These are not HDATF publications or measured product results.