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3D & 4D · 3d-reconstruction · gaussian-splatting · novel-view-synthesis

VGGT-Omega

Huggingface

VGGT-Omega uses an official-architecture representation runner plus the existing WorldFoundry VGGTResult/save interface.

Runner verifiedUnified environmentvggt-omega

Build your run

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

worldfoundry.pipeline
Task3d-reconstruction
Environmentworldfoundry-unified-cu128
DeviceCUDA 12.8
worldfoundry-eval evaluate \
  --mode model \
  --model-id vggt-omega \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/vggt-omega \
  --metric artifact_count \
  --json
01

Compatibility & versions

Manifest-backed recipe

Integration
integrated
Runner evidence
verified
Environment
worldfoundry-unified-cu128
Python
3.11
CUDA
CUDA 12.8
PyTorch
torch
Source revision
—
Checkpoint revision
—
Runtime profile
vggt-omega
Pipeline binding
vggt-omega
Runner
worldfoundry.pipeline
Pipeline target
worldfoundry.pipelines.vggt_omega.pipeline_vggt_omega:VGGTOmegaPipeline
Backend stage
in_tree_runtime
Runtime status
official_scene_export_contract
Driver status
compatible
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 vggt-omega
Package constraints 8
  • torch
  • torchvision
  • numpy
  • pillow
  • opencv-python
  • einops
  • plyfile
  • safetensors
Conda packages 3
  • python
  • 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 vggt-omega --check-local --json
facebook/VGGT-Omega
Revision
—
License
cc-by-nc-4.0
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 vggt-omega \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/vggt-omega \
  --metric artifact_count \
  --json

Input contract

FieldRecorded contract
promptOptional
imageRequired
videoRequired
actionscamera_view, image_sequence

Artifact contract

Artifact kindFilename / path
generated_3d_assetscene_conf20.0_blackFalse_whiteFalse_camTrue_skyFalse_max200k.glb
05

Evidence & sources

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

Integration
integrated
Runner evidence
verified
Native demo evidence
Not recorded
Validation imports
torch, torchvision, numpy, PIL, cv2, einops, plyfile, safetensors
Recipe provenance
worldfoundry/data/models/catalog/three_d_four_d/vggt-omega.yamlHugging Facehttps://huggingface.co/facebook/VGGT-Omega