Can AMD Radeon RX 7900 XT run CogVideoX-5B?

5B parameter Video Gen model on 20GB GDDR6

Yes — runs at full precision
~0.2-0.2 clips/min
SpeedFastest possible inference
QualityMaximum quality, no degradation
CogVideoX-5B works best with NVIDIA CUDA. Your AMD GPU may have limited or no support.

VRAM Requirements

CogVideoX-5B is a 5B parameter model. At full precision (FP16), it requires 18GB of VRAM. Your AMD Radeon RX 7900 XT has 20GB — enough to run it without any quantization.

FP16 (Full Precision)18GB (2GB free)

Maximum quality, no quantization

Q8 (8-bit)10GB (10GB free)

Near-lossless, ~50% size reduction

Q4 (4-bit)7GB (13GB free)

Good quality, ~75% size reduction

Your GPU VRAM: 20GB GDDR6 at 800 GB/s bandwidth
Recommended system RAM: 40GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

AMD Radeon RX 7900 XT 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.

AMD Radeon RX 7900 XT Specs

VRAM20GB GDDR6
Memory Bandwidth800 GB/s
TDP315W
CUDA CoresN/A
Street Price~$700
AI Rating4/10

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.

Category: Video Gen · Parameters: 5B · CUDA required: Recommended