Wan 2.2 Animate 14B on 10 GB of VRAM
Not entirely. Even Q2_K is 1.8 GB over 10 GB, so ComfyUI keeps part of it in system RAM. Character animation and replacement: a reference image of a person is driven by the motion and face of another video.
Offload
Not entirely in VRAM, but it can still run.
Nothing fits entirely, but Q2_K (6.5 GB) overflows by only about 1.8 GB. ComfyUI keeps that part in system RAM automatically: slower than a full fit, but usable.
Best fileQ2_K
File size6.5 GB
VRAM needed~11.8 GB
System RAM32 GB+
Memory map · 10 GB GPU11.8 GB needed · 1.8 GB over 10 GB
06 GB12 GB
Weights Q2_K · 6.5 GBWorking memory · 4.5 GBReserve · 0.8 GBSpills to system RAM · 1.8 GB
calculated How this is counted.
Also try the FP8 file (17.3 GB) on NVIDIA GPUs. It does not fit entirely, but a current ComfyUI streams the overflow from RAM and native 8-bit files often beat a small GGUF that does fit. Dynamic VRAM →
01Other amounts of VRAM
02Every file, on 10 GB
| File | Size | Needed | On this card | Quality | Download |
|---|---|---|---|---|---|
| 16-bit SAFETENSORS · Comfy-Org | 34.5 GB | 39.8 GB | 29.8 GB too big | the original weights | Hugging Face → |
| Q8_0 GGUF · QuantStack | 18.7 GB | 24.0 GB | 14.0 GB too big | practically identical to the original | Hugging Face → |
| FP8 SAFETENSORS · Kijai | 17.3 GB | 22.6 GB | 12.6 GB too big | practically identical to the original | Hugging Face → |
| INT8 SAFETENSORS · Comfy-Org | 18.4 GB | 23.7 GB | 13.7 GB too big | practically identical to the original | Hugging Face → |
| Q6_K GGUF · QuantStack | 14.6 GB | 19.9 GB | 9.9 GB too big | very close to the original | Hugging Face → |
| Q5_K_M GGUF · QuantStack | 13.0 GB | 18.3 GB | 8.3 GB too big | close; small differences in fine detail | Hugging Face → |
| Q4_K_M GGUF · QuantStack | 11.5 GB | 16.8 GB | 6.8 GB too big | good; some loss in fine detail and text | Hugging Face → |
| Q3_K_M GGUF · QuantStack | 8.6 GB | 13.9 GB | 3.9 GB too big | noticeable loss of detail | Hugging Face → |
| Q2_K ← GGUF · QuantStack | 6.5 GB | 11.8 GB | spills 1.8 GB | heavy loss; a last resort | Hugging Face → |
“Needed” adds 4.5 GB of working memory for Wan 2.2 Animate and a 0.8 GB reserve. Sizes 2026-10-01.
03What to download
| Part | File | Folder | Size | |
|---|---|---|---|---|
| Model | Wan2.2-Animate-14B-Q2_K.gguf Q2_K · QuantStack/Wan2.2-Animate-14B-GGUF | models/unet | 6.5 GB | Download → |
| Text encoder | umt5_xxl_fp8_e4m3fn_scaled.safetensors UMT5-XXL FP8 (scaled) · Comfy-Org/Wan_2.1_ComfyUI_repackaged | models/text_encoders | 6.7 GB | Download → |
| VAE | wan_2.1_vae.safetensors Wan 2.1 VAE · Comfy-Org/Wan_2.2_ComfyUI_Repackaged | models/vae | 0.3 GB | Download → |
| Also needed | clip_vision_h.safetensors CLIP Vision H · Comfy-Org/Wan_2.1_ComfyUI_repackaged | models/clip_vision | 1.3 GB | Download → |
| Total download · keep about the same free on disk | 14.7 GB | |||
Alternatives: UMT5-XXL FP16 (11.4 GB). Sizes from Hugging Face, 2026-10-01.