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Can the RTX 5090 32 GB run Wan Animate 2 (14B)?

Yes. INT8 fits on the RTX 5090 32 GB with 10.0 GB to spare.

Video model · 14B32 GB GDDR7 · 512-bit · 1792 GB/s · BlackwellData 2026-10-01
Runs well
Yes, with room to spare.

INT8 (16.7 GB) needs about 22.0 GB in use, so 10.0 GB of the 32 GB stays free: room for a larger image, a LoRA or a ControlNet.

Best fileINT8
File size16.7 GB
VRAM needed~22.0 GB
System RAM32 GB+
Memory map · RTX 5090 32 GB22.0 GB / 32 GB
016 GB32 GB
Weights INT8 · 16.7 GBWorking memory · 4.5 GBReserve · 0.8 GBFree · 10.0 GB

01What to download

PartFileFolderSize
Modelwan_animate_2_int8_convrot.safetensors
INT8 · Comfy-Org/Wan-Animate-2
models/diffusion_models16.7 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 disk24.9 GB

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

02Every Wan Animate 2 file on 32 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Comfy-Org
32.8 GB38.1 GB6.1 GB too bigthe original weightsHugging Face →
INT8 ←
SAFETENSORS · Comfy-Org
16.7 GB22.0 GBfits · 10.0 GB sparepractically identical to the originalHugging Face →
Q8_0
GGUF · realrebelai
18.1 GB23.4 GBfits · 8.6 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · realrebelai
14.2 GB19.5 GBfits · 12.5 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · realrebelai
12.7 GB18.0 GBfits · 14.0 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · realrebelai
11.3 GB16.6 GBfits · 15.4 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · realrebelai
8.6 GB13.9 GBfits · 18.1 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · realrebelai
6.5 GB11.8 GBfits · 20.2 GB spareheavy 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.

03Measured and reported results

Nobody has sent measured numbers for this pair yet. If you run Wan Animate 2 on a RTX 5090 32 GB, send your time per image and peak VRAM and it will appear here, credited.

04About the RTX 5090 32 GB

The RTX 5090 32 GB is a Blackwell GPU with FP8 and FP4 hardware: ComfyUI computes Comfy-Org's FP8 files natively here, and NVFP4 files (where a model offers them) are faster still.

32 GB GDDR7 · 512-bit · 1792 GB/s · Blackwell. Everything that runs on it →

05Questions

How much VRAM does Wan Animate 2 need?

Around 11.8 GB with the smallest file (Q2_K) and 22.0 GB with an 8-bit file (INT8). The full 16-bit file needs about 38.1 GB.

Which Wan Animate 2 file should I download for the RTX 5090 32 GB?

INT8 (16.7 GB) from Comfy-Org/Wan-Animate-2.

How much do I need to download for Wan Animate 2 on the RTX 5090 32 GB?

24.9 GB: wan_animate_2_int8_convrot.safetensors, umt5_xxl_fp8_e4m3fn_scaled.safetensors, Wan2_1_VAE_bf16.safetensors, clip_vision_h.safetensors.