Memory consumption

[TicTacToePP]

Hi, I find your paper interesting. However, as a newbie in this field, I am wondering the T (number of frames) used here. Does each dataset samples the same T which are always small? and how much GPU memory will the proposed dense aggregation consumes over prior sparse methods? Thx.

[whwu95]

Thank you for your interest in my work. The memory requirements for FreeVA w/ LLaVA-1.5 are as follows:

Method	MLLM	Frames	GPU Memory	MSVD-QA Acc.
FreeVA S1	LLaVA-1.5 7B	4	16.1G	69.6
FreeVA D1	LLaVA-1.5 7B	4	19.1G	70.5
FreeVA D1	LLaVA-1.5 13B	4	32.0G	71.1
FreeVA D2	LLaVA-1.5 13B	8	32.0G	71.8

GPT-3.5-Turbo-0613 API is employed for above evaluation.