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video model · cogvideox · Windows

CV Can I run CogVideoX-5B on AMD Radeon RX 7900 XTX (24GB)?

Compatibility verdict VRAM check
Yes, it runsfast on this GPU

Yes. CogVideoX-5B runs on AMD Radeon RX 7900 XTX (24GB) at INT8 / fp8 (~16 GB of ~23 GB usable).

Needs ~16 GB Device usable ~23 GB

Runs at INT8 / fp8 using ~16 GB of ~23 GB usable.

Peak VRAM
~16 GB
Usable on device
~23 GB
Device memory
24 GB
Quant
INT8 / fp8

How to run it

Use Diffusers or ComfyUI at INT8 / fp8. The big text encoder is loaded to encode your prompt, then offloaded before generation, which is why peak VRAM stays near the backbone size rather than the sum of every file.

Model cogvideox
Type
video (DIT)
Parameters
5B
Peak VRAM
~16 GB at INT8 / fp8
Resolution
720×480
License
CogVideoX License
Full CogVideoX-5B requirements →
Device Windows
Memory
24 GB vram
Usable for weights
~23 GB
Best runtime
Ollama (ROCm) / llama.cpp ROCm (Linux)
Best models for AMD Radeon RX 7900 XTX (24GB) →

You could also run

Run CogVideoX-5B on other hardware

FAQ

Can AMD Radeon RX 7900 XTX (24GB) run CogVideoX-5B?

Yes. CogVideoX-5B runs on AMD Radeon RX 7900 XTX (24GB) at INT8 / fp8 (~16 GB of ~23 GB usable).

How much VRAM does CogVideoX-5B need?

AMD Radeon RX 7900 XTX (24GB) has room to spare. At INT8 / fp8 the realistic peak is ~16 GB of VRAM, versus ~26 GB with every component kept resident (no offload). With aggressive CPU offload it drops to ~5 GB, much slower.

What do I use to run CogVideoX-5B locally?

CogVideoX-5B runs in Diffusers or ComfyUI. It loads as a video diffusion checkpoint plus its text encoder and VAE, not a single chat command.

Sources

VRAM figures are sourced peak-usage anchors at the noted quant, validated 2026-06-15. See methodology.