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SCAIL-2 (character animation) on 32 GB of VRAM

Yes. Q8_0 fits on 32 GB with 8.6 GB to spare. June 2026 character animation and replacement built on Wan 2.1 14B: a reference image driven by the motion of another video, without pose skeletons. Native ComfyUI nodes.

Video model · 16BAny 32 GB GPUData 2026-10-01
Runs well
Yes, with room to spare.

Q8_0 (18.1 GB) needs about 23.4 GB in use, so 8.6 GB of the 32 GB stays free: room for a larger image, a LoRA or a ControlNet.

Best fileQ8_0
File size18.1 GB
VRAM needed~23.4 GB
System RAM48 GB+
Memory map · 32 GB GPU23.4 GB / 32 GB
016 GB32 GB
Weights Q8_0 · 18.1 GBWorking memory · 4.5 GBReserve · 0.8 GBFree · 8.6 GB

Got an RTX 40 or 50? Swap Q8_0 for FP8 (17.7 GB): same quality class, computed natively there.

01What to download

PartFileFolderSize
Modelwan2.1_14B_SCAIL_2-Q8_0.gguf
Q8_0 · vantagewithai/SCAIL-2-GGUF-ComfyUI
models/unet18.1 GBDownload →
Text encoderumt5_xxl_fp8_e4m3fn_scaled.safetensors
UMT5-XXL FP8 (scaled) · Comfy-Org/Wan_2.1_ComfyUI_repackaged
models/text_encoders6.7 GBDownload →
VAEWan2_1_VAE_bf16.safetensors
Wan 2.1 VAE BF16 (Kijai) · Kijai/WanVideo_comfy
models/vae0.3 GBDownload →
Also neededclip_vision_h.safetensors
CLIP Vision H · Comfy-Org/Wan_2.1_ComfyUI_repackaged
models/clip_vision1.3 GBDownload →
Total download · keep about the same free on disk26.4 GB

Alternatives: UMT5-XXL FP16 (11.4 GB). Only for some workflows: SAM 3.1 multiplex FP16 (segmentation) (1.7 GB, character-replacement workflow (masking)). Sizes from Hugging Face, 2026-10-01.

System RAM: 48 GB or more. These files take about 26.4 GB of RAM while loaded, 32.4 GB with Windows and ComfyUI. What happens with less. calculated

02Every file, on 32 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Comfy-Org
32.8 GB38.1 GB6.1 GB too bigthe original weightsHugging Face →
Q8_0 ←
GGUF · vantagewithai
18.1 GB23.4 GBfits · 8.6 GB sparepractically identical to the originalHugging Face →
FP8
SAFETENSORS · Comfy-Org
17.7 GB23.0 GBfits · 9.0 GB sparepractically identical to the originalHugging Face →
INT8
SAFETENSORS · Comfy-Org
16.7 GB22.0 GBfits · 10.0 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · vantagewithai
14.2 GB19.5 GBfits · 12.5 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · vantagewithai
13.0 GB18.3 GBfits · 13.7 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · vantagewithai
11.5 GB16.8 GBfits · 15.2 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · vantagewithai
9.1 GB14.4 GBfits · 17.6 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · vantagewithai
7.3 GB12.6 GBfits · 19.4 GB spareheavy loss; a last resortHugging Face →

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