The infra behind SenseNova U1 is built on LightLLM and LightX2V. 🛠️
By leveraging these engines, U1 delivers exceptional throughput and low-latency performance for its pixel-word modeling.
Deep dive into the inference infra here: github.com/OpenSenseNova/…
SenseNova U1 with NEO-Unify just dropped 👀
• 🚫 No VE / VAE
• 🔗 End-to-end pixel–word modeling
• 🧠 Native multimodal reasoning (efficient & unified)
Moving from “multimodal integration” → “true unification”
Strong signal toward the next paradigm.
github.com/OpenSenseNova/…




