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Wan 2.1 I2V 14B 720P

Parameters

14B

Modality

Video

Auxiliary Parameters

4.98B

Architecture

Diffusion Transformer

License

Apache 2.0

Release Date

25 Feb 2025

API Pricing (per 1M)

Self-hosted only

Hardware Sizing

Precision

Workload Memory: 9.80 GB

INT4 · 1024x1024

DiT Backbone Weights: 6.52 GB

VAE Decode Workspace: 0.78 GB

Runtime & Graphs: 2.50 GB

Minimum Required Hardware

1x NVIDIA L4 24GB

9.8 / 21.6 GB usable

1x RTX 3060 12GB

9.8 / 10.8 GB usable

Apple M4 24GB

9.8 / 18.0 GB usable

Determine requirements for your specific workload:

Open in VRAM Calculator

Architecture Diagram

Noisy Video Latents3D Spatio-Temporal VAE Latents3D Patch Embedding3D Spatio-Temporal PatchifyHidden: 5.1k · Text: 4.98B enc · Timestep (t)x 40 DiT blocksAdaLN ModulationNorm · Timestep scale/shiftSpatio-Temporal Attention40 headsHead dim: 128+AdaLN ModulationNorm · Timestep scale/shiftFeed-Forward (MLP)Activation+Final Norm (AdaLN Scale)Predicted Velocity (v)Denoised 3D Latents to VAE

About Wan 2.1 I2V 14B 720P

Wan 2.1 I2V 14B 720P generates high-definition video animations from input source images, conditioning temporal DiT blocks on combined visual prompts and UMT5 text instructions.

Technical Specifications

Attention

Attention Heads

40

Attention Head Dimension

128

Dimensions

Auxiliary Parameters

4.98B

Hidden Dimension Size

5,120

Number of Layers

40

About Wan 2.1


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