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WAN 2.2 I2V NVFP4

Updated: Mar 7, 2026

base modelnvfp4wan 2.2fp4

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1 variant available

nf4 SafeTensor

wan2.2_i2v_L_nvfp4.safetensors

4-bit normalized • 7.8 GB

Verified:

Type
Checkpoint
Stats

878

Reviews
Published

Mar 5, 2026

Base Model

Wan Video 2.2 I2V-A14B

Hash
AutoV2
E5129CC528
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Followers - 222

222

Likes - 862

862

License:

Apache 2.0

This is direct convert from WAN 2.2 FP16 base checkpoint to NVFP4, using https://github.com/tritant/ComfyUI_Kitchen_nvfp4_Converter

About 2x speedup on Blackwell GPUs. No speedup on older generation gpus, but usable. With a lot of connected LORAs this checkpoint faster than Q4 GGUFs.

LATEST COMFY AND TORCH WITH CUDA 13.x SUPPORT REQUIRED. ON OLDER CUDA VERSIONS THIS MODEL MORE SLOWER THAN GGUFs AND MAY DEGRADE QUALITY OR GENERATES BLACK OUTPUTS.