# Can I run CogVideoX-2B on Nvidia GeForce RTX 4070 (12GB)?

Updated: 2026-06-15

**Yes, it runs.** Runs at fp16 + offload using ~8 GB of ~11 GB usable.

- Model: 2B DIT video model, peak ~8 GB VRAM at fp16 + offload
- Device: 12 GB vram, ~11 GB usable
- All components resident (no offload): ~18 GB
- Offload floor (slow): ~4 GB
- Tools: Diffusers, ComfyUI
- License: Apache-2.0 (commercial use: yes)

Sources: https://huggingface.co/THUDM/CogVideoX-2b, https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogvideox.

More: https://localmodel.run/can-i-run/cogvideox-2b/nvidia-rtx-4070-12gb