NJU MCG Releases VideoJev: 100x Faster Video Understanding

Nanjing University's MCG team released VideoJev, open-source System One models (4B and 35B-A3B) that unify temporal grounding and video QA via a shared scoring head, achieving over 100x faster QA inference than thinking-style methods.

2026-10-14 ~ 2026-10-15 · 3 related posts

• VideoJev unifies video understanding and interaction with 100x faster QA inference — MCG-NJU · 2026-10-14
• VideoJev open-sources 4B/35B System One video models with >100x QA speedup — AccBalanced · 2026-10-15
• VideoJev: System One video models boost grounding mIoU by up to 10.8 points at 100x speed — _akhaliq · 2026-10-15