Can NVIDIA RTX 4000 Ada run CogVideoX-5B?
5B parameter Video Gen model on 20GB GDDR6
VRAM Requirements
CogVideoX-5B is a 5B parameter model. At full precision (FP16), it requires 18GB of VRAM. Your NVIDIA RTX 4000 Ada has 20GB — enough to run it without any quantization.
Maximum quality, no quantization
Near-lossless, ~50% size reduction
Good quality, ~75% size reduction
Recommended system RAM: 40GB DDR5 (2x GPU VRAM minimum for model overflow)
What This Means in Practice
NVIDIA RTX 4000 Ada can run CogVideoX-5B at full precision for video generation. You can generate short video clips from text prompts or images at maximum quality. Video generation is very compute-intensive — expect each clip to take 30 seconds to several minutes depending on resolution and length.
NVIDIA RTX 4000 Ada Specs
Other GPUs That Run CogVideoX-5B
Other Video Gen Models on NVIDIA RTX 4000 Ada
About CogVideoX-5B
Tsinghua's open video generation model. Generates 6-second clips at 720p. More accessible VRAM requirements than larger video models. Good starting point for video gen experiments.