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SCAIL-2 (character animation) on 20 GB of VRAM

Not at full quality. The 16-bit and 8-bit files are too big for 20 GB; the largest that fits is Q6_K (14.2 GB). 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 20 GB GPUData 2026-10-01
Runs
Yes, with a compressed file.

Q6_K (14.2 GB) fits with only 0.5 GB to spare (about 19.5 GB of 20 GB). Quality: very close to the original. For better quality, INT8 (16.7 GB) also runs, with about 2.0 GB spilling into system RAM - a little slower, still practical.

Best fileQ6_K
File size14.2 GB
VRAM needed~19.5 GB
System RAM32 GB+
Memory map · 20 GB GPU19.5 GB / 20 GB
010 GB20 GB
Weights Q6_K · 14.2 GBWorking memory · 4.5 GBReserve · 0.8 GBFree · 0.5 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 →

01What to download

PartFileFolderSize
Modelwan2.1_14B_SCAIL_2-Q6_K.gguf
Q6_K · vantagewithai/SCAIL-2-GGUF-ComfyUI
models/unet14.2 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 disk22.5 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.

02Every file, on 20 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Comfy-Org
32.8 GB38.1 GB18.1 GB too bigthe original weightsHugging Face →
Q8_0
GGUF · vantagewithai
18.1 GB23.4 GB3.4 GB too bigpractically identical to the originalHugging Face →
FP8
SAFETENSORS · Comfy-Org
17.7 GB23.0 GB3.0 GB too bigpractically identical to the originalHugging Face →
INT8
SAFETENSORS · Comfy-Org
16.7 GB22.0 GBspills 2.0 GBpractically identical to the originalHugging Face →
Q6_K ←
GGUF · vantagewithai
14.2 GB19.5 GBfits · 0.5 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · vantagewithai
13.0 GB18.3 GBfits · 1.7 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · vantagewithai
11.5 GB16.8 GBfits · 3.2 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · vantagewithai
9.1 GB14.4 GBfits · 5.6 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · vantagewithai
7.3 GB12.6 GBfits · 7.4 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.