what is the difference between nvila and nvila-lite version

[Charlesliu77]

Could you provide more details about it

[zhangyimi]

Can anyone answer this question? I didn't find relevant details in the paper.

[bfshi]

Hi! NVILA-Lite is designed is to optimize the efficiency over NVILA while maintaining a competitive performance. The main differences between NVILA-Lite and NVILA include that NVILA-Lite uses 3x3 downsample instead of 2x2 in the mm projector, and NVILA-Lite uses dynamic res instead of dynamic s2. We will update more details about NVILA-Lite in our next version of the preprint. Stay tuned!