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Wan Animate 2 (14B) on 8 GB of VRAM

Not entirely. Even Q4_K_M is 8.6 GB over 8 GB, so ComfyUI keeps part of it in system RAM. The July 2026 successor to Wan 2.2 Animate, adding text-driven camera and viewpoint control. The distilled variant runs in about 10 steps.

Video model · 14BAny 8 GB GPUData 2026-10-01
Offload
Not entirely in VRAM, but it can still run.

The smallest sensible file, Q4_K_M (11.3 GB), needs about 16.6 GB - 8.6 GB more than 8 GB GPU has. ComfyUI can still run it by streaming part of the model from system RAM. How much slower that is depends on your ComfyUI version, the file format and the PCIe link - see the note below.

Best fileQ4_K_M
File size11.3 GB
VRAM needed~16.6 GB
System RAM32 GB+
Memory map · 8 GB GPU16.6 GB needed · 8.6 GB over 8 GB
08 GB17 GB
Weights Q4_K_M · 11.3 GBWorking memory · 4.5 GBReserve · 0.8 GBSpills to system RAM · 8.6 GB

Also try the INT8 file (16.7 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 →

02Every file, on 8 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Comfy-Org
32.8 GB38.1 GB30.1 GB too bigthe original weightsHugging Face →
Q8_0
GGUF · realrebelai
18.1 GB23.4 GB15.4 GB too bigpractically identical to the originalHugging Face →
INT8
SAFETENSORS · Comfy-Org
16.7 GB22.0 GB14.0 GB too bigpractically identical to the originalHugging Face →
Q6_K
GGUF · realrebelai
14.2 GB19.5 GB11.5 GB too bigvery close to the originalHugging Face →
Q5_K_M
GGUF · realrebelai
12.7 GB18.0 GB10.0 GB too bigclose; small differences in fine detailHugging Face →
Q4_K_M ←
GGUF · realrebelai
11.3 GB16.6 GB8.6 GB too biggood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · realrebelai
8.6 GB13.9 GB5.9 GB too bignoticeable loss of detailHugging Face →
Q2_K
GGUF · realrebelai
6.5 GB11.8 GB3.8 GB too bigheavy loss; a last resortHugging Face →

“Needed” adds 4.5 GB of working memory for Wan Animate 2 and a 0.8 GB reserve. Sizes 2026-10-01.

03What to download

PartFileFolderSize
ModelWan-Animate-2-14B-TURBO-Q4_K_M.gguf
Q4_K_M · realrebelai/Wan-Animate-2_GGUFs
models/unet11.3 GBDownload →
Text encoderumt5_xxl_fp8_e4m3fn_scaled.safetensors
UMT5-XXL FP8 (scaled) · Comfy-Org/Wan-Animate-2
models/text_encoders6.7 GBDownload →
VAEWan2_1_VAE_bf16.safetensors
Wan 2.1 VAE BF16 (Kijai) · Comfy-Org/Wan-Animate-2
models/vae0.3 GBDownload →
Also neededclip_vision_h.safetensors
CLIP Vision H · Comfy-Org/Wan-Animate-2
models/clip_vision1.3 GBDownload →
Total download · keep about the same free on disk19.6 GB

Alternatives: UMT5-XXL FP16 (11.4 GB). Sizes from Hugging Face, 2026-10-01.