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Video · text-to-video · image-to-video · text-image-to-video

Wan2.2

Wan-AI

Wan2.2 is tracked separately from Wan2.1 because code and checkpoint repos are versioned separately upstream.

IntegratedUnified environmentPinned sourcewan2.2

Build your run

Choose a recorded variant, then copy the exact setup or inspection command.

worldfoundry.pipeline
Tasktext-image-to-video
Environmentworldfoundry-unified-cu128
DeviceCUDA 12.8
worldfoundry-eval evaluate \
  --mode model \
  --model-id wan2.2-ti2v-5b \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/wan2.2-ti2v-5b \
  --metric artifact_count \
  --json
01

Compatibility & versions

Manifest-backed recipe

Integration
integrated
Runner evidence
pending demo
Environment
worldfoundry-unified-cu128
Python
3.11
CUDA
CUDA 12.8
PyTorch
torch
Source revision
42bf4cfaa384bc21833865abc2f9e6c0e67233dc
Checkpoint revision
c8c270b13ee05bfa474194ac9fb07a5868a97cea
Runtime profile
wan2.2-ti2v-5b-1280x704-121f
Pipeline binding
wan2.2-ti2v-5b
Runner
worldfoundry.pipeline
Pipeline target
worldfoundry.pipelines.wan.pipeline_wan_2p2:Wan2p2Pipeline
Backend stage
in_tree_runtime_plan
Runtime status
official_demo_parity_pending
Driver status
compatible_unified_default
Environment kind
Unified environment
02

Install environment

The environment resolver reads the recorded profile and chooses the unified or dedicated environment shown here.

bash scripts/setup/model_env_install.sh --model wan2.2-ti2v-5b
Package constraints 4
  • torch
  • torchvision
  • torchaudio
  • xfuser
Conda packages 5
  • python=3.11
  • pip
  • ffmpeg
  • setuptools
  • wheel
03

Checkpoints & assets

Run the local check before allocating compute. Gated, private, and license fields below come directly from the checkpoint manifest.

worldfoundry-eval zoo model-download --model-id wan2.2 --check-local --json
Wan-AI/Wan2.2-T2V-A14B
Revision
c8c270b13ee05bfa474194ac9fb07a5868a97cea
License
apache-2.0
Gated
false
Private
false
Wan-AI/Wan2.2-I2V-A14B
Revision
206a9ee1b7bfaaf8f7e4d81335650533490646a3
License
apache-2.0
Gated
false
Private
false
Wan-AI/Wan2.2-TI2V-5B
Revision
921dbaf3f1674a56f47e83fb80a34bac8a8f203e
License
apache-2.0
Gated
false
Private
false
04

Launch & outputs

The generated command uses the shared evaluation boundary and writes durable result manifests and artifacts.

worldfoundry-eval evaluate \
  --mode model \
  --model-id wan2.2-ti2v-5b \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/wan2.2-ti2v-5b \
  --metric artifact_count \
  --json

Input contract

FieldRecorded contract
promptRequired
imageRequired
videoOptional
actionsseed

Artifact contract

Artifact kindFilename / path
generated_videowan2.2-ti2v-5b-1280x704-121f.mp4
expected artifactwan22_ti2v_5b_seed42_1280x704_121f.mp4
expected artifactwan22_ti2v_5b_worldfoundry_seed42_1280x704_121f.mp4
05

Evidence & sources

Catalog integration, native-demo parity, and runner parity are independent records.

Integration
integrated
Runner evidence
pending demo
Native demo evidence
pending checkpoint and demo
Validation imports
torch, torchvision, numpy, transformers, diffusers, xfuser, worldfoundry
Recipe provenance
worldfoundry/data/models/catalog/video/wan2.2.yamlGitHub42bf4cfaa384bc21833865abc2f9e6c0e67233dc