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Wan · General · Wan2.2

Wan2.2 TI2V 5B: Specs, GPU requirements, hosting & deployment

Wan2.2 TI2V 5B is a current Video Generation release in the Wan family, certified from its immutable official source revision.

Technical deployment reference illustration for Wan2.2 TI2V 5B
Reference deployment flow; exact architecture facts are listed separately.
Total parameters5.0B
Active parametersN/A / Not directly comparable
Context windowN/A / Not directly comparable
Release statusCurrent · Current
ArchitectureVideo diffusion transformer
ModalitiesText, Image, Video
LicenseApache License 2.0
Deployment stateDeployable with certified configuration
Commercial stateCommercial Use Allowed
Release date2025-07-18

Architecture, strengths and use cases

Wan2.2 TI2V 5B is an official self-hostable Alibaba Wan Video generation release. It uses Video diffusion transformer with 5B. Exact checkpoint, license, runtime, and hardware evidence is tied to the verified upstream revision.

Wan2.2 TI2V 5B uses Video diffusion transformer with 5B. Pipeline and configuration fields are reported only where the official source publishes them.

Verified Video diffusion transformer architecture
Official checkpoint and pipeline evidence
Official BF16, Unknown checkpoint coverage
Self-hosted Video generation workloads
Controlled model evaluation
Production deployment planning

Certified checkpoints and quantizations

Only exact, source-certified variants attached to this release are shown.

Wan2.2-TI2V-5B

Wan-AI/Wan2.2-TI2V-5B

Official · BF16 · safetensors

Runtime certified: Wan Diffusers

Precision / quantizationFormatBitsPublisher trustDeployment state
BF16safetensors16OfficialRuntime certified

Recommended hardware

Use only the listed runtime configurations with the exact checkpoint precision. Hardware sizing considers resident pipeline memory, runtime overhead, input and output dimensions, batch size, and safety headroom.

Estimated weight memory9.59 GB
Runtime overhead15.89 GB
Total with safety margin31.59 GB

Recommended best value

1× NVIDIA H200 SXM 141GB

141 GB total VRAM · nvswitch

109.41 GB headroom · Limited capacity

USD 2,345 / month

Lowest-cost viable

2× NVIDIA L4 24GB

48 GB total VRAM · pcie

16.41 GB headroom · Available

USD 500 / month

Highest performance

1× NVIDIA H200 SXM 141GB

141 GB total VRAM · nvswitch

109.41 GB headroom · Limited capacity

USD 2,345 / month

License and self-hosting considerations

The exact pipeline and selected precision must fit on the chosen GPUs. Requirements vary with resolution, duration, batch size, modalities, and runtime; language-model KV-cache rules are not applied.

Wan2.2 TI2V 5B is published under Apache License 2.0. The release-scoped official license link and verification date are retained with the catalogue record.

Commercial Use Allowed. The official license permits commercial use; its obligations still apply.

Alternatives and sibling variants

Wan2.2 T2V A14B, Wan2.2 I2V A14B, Wan2.2 S2V 14B, Wan2.2 Animate 2 14B

Release timeline

wan-ai/wan/wan2-2-ti2v-5b

Source details

Official source

Source revision: 12d2f23e05a8ad4970c898d8875812a0dbdc8458b1d887a56eeae5739a8317a8

Frequently asked questions

How much VRAM does Wan2.2 TI2V 5B require?

The estimate uses the certified checkpoint, precision, runtime, workload dimensions, batch size, and domain-specific overhead.

Which runtimes support Wan2.2 TI2V 5B?

Certified upstream runtime evidence is available for wan, diffusers.

Can Wan2.2 TI2V 5B be used commercially?

The stored commercial classification is Commercial Use Allowed. Consult the official Apache License 2.0 terms for the final obligations.

Official references

Last verified: 2026-08-26