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How much VRAM does Wan 2.1 T2V-14B need?

Wan 2.1 T2V-14B 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
Feb 2025
License
Apache 2.0

Memory at each precision

Memory Wan 2.1 T2V-14B 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 2.1 T2V-14B runs on common GPUs, Macs and AI boxes
MachineBest fitPer clip
RTX 3060 12 GBToo big
RTX 4060 Ti 16 GB4-bit2.8 h
RTX 30908-bit90 min
RTX 40908-bit39 min
RTX 50908-bit31 min
RTX PRO 6000 Blackwell16-bit13 min
M4 Max 128 GB16-bit6.9 h
M5 Max 128 GB16-bit2.0 h
Ryzen AI Max+ 395 128 GB16-bit3.1 h
DGX Spark 128 GB16-bit1.7 h
M3 Ultra 256 GB16-bit3.9 h
M5 Ultra 512 GB16-bit73 min
H100 SXM16-bit6.6 min
DGX Station GB30016-bit2.8 min

720p, 5 s, 50 steps. Times are rough, plus or minus 30%.

Where to get it

Questions

How much VRAM does Wan 2.1 T2V-14B need?

Wan 2.1 T2V-14B needs about 20.4 GB at 8-bit, or 14.6 GB as a 4-bit GGUF, at its default output size.

Can Wan 2.1 T2V-14B run on an RTX 4090?

Yes. At 8-bit it takes about 39 min per clip.

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