Video · image-to-video · long-video

FramePack

lllyasviel

Tracked for low-memory/long-video I2V workflows; license and runtime parity must be reviewed before promotion.

IntegratedUnified environmentPinned sourceframepack

Build your run

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

worldfoundry.pipeline

Variant

Taskimage-to-video

Environmentworldfoundry-unified-cu128

DeviceCUDA 12.8

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

Compatibility & versions

Manifest-backed recipe

Integration: verified
Runner evidence: pending
Environment: worldfoundry-unified-cu128
Python: 3.11
CUDA: CUDA 12.8
PyTorch: torch
Source revision: 97fe5dbe06ac1f337ece08935b1076a35eefeeb9
Checkpoint revision: 86cef4396041b6002c957852daac4c91aaa47c79

Runtime profile: framepack
Pipeline binding: framepack
Runner: worldfoundry.pipeline
Pipeline target: worldfoundry.pipelines.video_official.pipeline_official_video:FramePackPipeline
Backend stage: in_tree_official_runtime
Runtime status: integrated
Driver status: compatible_unified_default
Environment kind: Unified environment

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 framepack

Package constraints 4

torch
torchvision
torchaudio
xfuser

Conda packages 5

python=3.11
pip
ffmpeg
setuptools
wheel

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 framepack --check-local --json

lllyasviel/FramePackI2V_HY

Revision: 86cef4396041b6002c957852daac4c91aaa47c79
License: —
Gated: false
Private: false

lllyasviel/FramePack_F1_I2V_HY_20250503

Revision: ab239828e0b384fed75580f186f078717d4020f7
License: —
Gated: false
Private: false

lllyasviel/FramePackI2V_HY

Revision: —
License: —
Gated: —
Private: —

lllyasviel/FramePack_F1_I2V_HY_20250503

Revision: —
License: —
Gated: —
Private: —

Launch & outputs

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

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

Input contract

Field	Recorded contract
`prompt`	Required
`image`	Required

Artifact contract

Artifact kind	Filename / path
`generated_video`	`framepack.mp4`

Evidence & sources

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

Integration: verified
Runner evidence: pending
Native demo evidence: pending
Validation imports: torch, torchvision, numpy, transformers, diffusers, xfuser, worldfoundry

Recipe provenance

worldfoundry/data/models/catalog/video/framepack.yamlGitHub97fe5dbe06ac1f337ece08935b1076a35eefeeb9

Build your run

Input contract

Artifact contract

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