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How much VRAM does Wan 2.2 A14B need?

Wan 2.2 A14B needs about 20.4 GB at 8-bit, or 14.6 GB as a 4-bit GGUF, at its default output size.

Type
Video model
Parameters
14.3B
Text encoder
UMT5-XXL
Released
Jul 2025
License
Apache 2.0

Memory at each precision

Memory Wan 2.2 A14B needs at each precision
PrecisionWeightsPeak at 720p, 5 s
16-bit BF1626.6 GB33.2 GB
8-bit FP8 · Q8_013.8 GB20.4 GB
6-bit GGUF Q6_K11.0 GB17.6 GB
5-bit GGUF Q5_K_M9.5 GB16.1 GB
4-bit GGUF Q4_K_M · NVFP48.0 GB14.6 GB

The UMT5-XXL text encoder (5.3 GB at FP8) runs first and then waits in system RAM.

What runs it

How Wan 2.2 A14B runs on common GPUs, Macs and AI boxes
MachineBest fitPer clip
RTX 3060 12 GBToo big
RTX 4060 Ti 16 GB4-bit2.2 h
RTX 30908-bit72 min
RTX 40908-bit31 min
RTX 50908-bit24 min
RTX PRO 6000 Blackwell16-bit10 min
M4 Max 128 GB16-bit5.5 h
M5 Max 128 GB16-bit1.6 h
Ryzen AI Max+ 395 128 GB16-bit2.4 h
DGX Spark 128 GB16-bit81 min
M3 Ultra 256 GB16-bit3.1 h
M5 Ultra 512 GB16-bit58 min
H100 SXM16-bit5.4 min
DGX Station GB30016-bit2.3 min

720p, 5 s, 40 steps. Times are rough, plus or minus 30%.

Where to get it

Questions

How much VRAM does Wan 2.2 A14B need?

Wan 2.2 A14B needs about 20.4 GB at 8-bit, or 14.6 GB as a 4-bit GGUF, at its default output size.

Can Wan 2.2 A14B run on an RTX 4090?

Yes. At 8-bit it takes about 31 min per clip.

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