Video · image-to-video · camera-controlled-video-generation

Warp-as-History

yyfz233

Official Warp-as-History source, Helios diffusers runtime, Pi3 submodule code, CLI scripts, and demo assets are vendored under worldfoundry.synthesis.visual_generation.warp_as_history.warp_as_history_runtime.

Runner verifiedDedicated environmentwarp-as-history

Build your run

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

worldfoundry.pipeline
Taskimage-to-video
Environmentwarp-as-history
DeviceCUDA 12.1
worldfoundry-eval evaluate \
  --mode model \
  --model-id warp-as-history \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/warp-as-history \
  --metric artifact_count \
  --json
01

Compatibility & versions

Manifest-backed recipe

Integration
verified
Runner evidence
verified
Environment
warp-as-history
Python
3.10
CUDA
CUDA 12.1
PyTorch
torch==2.5.0
Source revision
Checkpoint revision
Runtime profile
warp-as-history
Pipeline binding
warp-as-history
Runner
worldfoundry.pipeline
Pipeline target
worldfoundry.pipelines.warp_as_history.pipeline_warp_as_history:WarpAsHistoryPipeline
Backend stage
in_tree_official_cli
Runtime status
official_demo_contract
Driver status
compatible
Environment kind
Dedicated 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 warp-as-history
Package constraints 13
  • torch==2.5.0
  • torchvision
  • accelerate==1.10.1
  • diffusers==0.36.0
  • transformers==4.51.3
  • peft==0.17.1
  • huggingface-hub==0.36.2
  • safetensors==0.5.3
  • imageio[ffmpeg]>=2.34.0
  • numpy>=1.26.0,<2.0
  • opencv-python>=4.8.0
  • pillow>=10.0.0
  • scipy>=1.10.0
Conda packages 3
  • python=3.10
  • pip
  • ffmpeg
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 warp-as-history --check-local --json
yyfz233/warp-as-history
Revision
License
Gated
Private
yyfz233/Pi3X
Revision
License
Gated
Private
BestWishYsh/Helios-Distilled
Revision
License
Gated
Private
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 warp-as-history \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/warp-as-history \
  --metric artifact_count \
  --json

Input contract

FieldRecorded contract
promptRequired
imageRequired
videoOptional
actionswarp_video, camera_path

Artifact contract

Artifact kindFilename / path
generated_videowarp-as-history.mp4
05

Evidence & sources

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

Integration
verified
Runner evidence
verified
Native demo evidence
Not recorded
Validation imports
torch, diffusers, transformers, imageio, warp_as_history