World models · world · interactive · world_model

Matrix-Game 2.0

Matrix-Game

Matrix-Game 2 already uses an in-tree runtime and no external repo_root dependency was found.

Runner verified统一环境matrix-game-2

构建运行命令

选择仓库中已记录的 variant,然后复制对应的准备、检查或运行命令。

worldfoundry.pipeline
任务action-conditioned-video
环境worldfoundry-unified-cu128
设备CUDA 12.8
worldfoundry-eval evaluate \
  --mode model \
  --model-id matrix-game-2-universal-action-validation \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/matrix-game-2-universal-action-validation \
  --metric artifact_count \
  --json
01

兼容性与版本

由 Manifest 生成

集成状态
integrated
Runner 证据
verified
环境
worldfoundry-unified-cu128
Python
3.11
CUDA
CUDA 12.8
PyTorch
torch
源码 revision
Checkpoint revision
f1729d99a80e0f07993a77d7dad4a3190e23c2c8
Runtime profile
matrix-game-2-universal-ref-image-seed42-15f
Pipeline binding
matrix-game-2
Runner
worldfoundry.pipeline
Pipeline target
worldfoundry.pipelines.matrix_game.pipeline_matrix_game_2:MatrixGame2Pipeline
Backend stage
in_tree_runtime_ready
Runtime 状态
official_demo_parity_pending
Driver 状态
compatible
环境类型
统一环境
02

安装环境

环境解析器会读取已记录 profile,并选择此处显示的统一或独立环境。

bash scripts/setup/model_env_install.sh --model matrix-game-2-universal-action-validation
依赖版本约束 6
  • torch
  • torchvision
  • numpy
  • opencv-python
  • diffusers
  • transformers
Conda 依赖 3
  • python
  • pip
  • ffmpeg
03

Checkpoint 与资产

分配算力前先做本地检查;gated、private 与 license 字段直接来自 checkpoint manifest。

worldfoundry-eval zoo model-download --model-id matrix-game-2 --check-local --json
Skywork/Matrix-Game-2.0
Revision
f1729d99a80e0f07993a77d7dad4a3190e23c2c8
License
mit
Gated
false
Private
false
04

运行与输出

生成的命令通过共享 evaluation 边界运行,并持久保存结果 manifest 与 artifact。

worldfoundry-eval evaluate \
  --mode model \
  --model-id matrix-game-2-universal-action-validation \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/matrix-game-2-universal-action-validation \
  --metric artifact_count \
  --json

输入契约

字段已记录契约
promptOptional
imageRequired
videoOptional
official_bench_actionsRequired

Artifact 契约

Artifact 类型文件名 / 路径
generated_worldmatrix-game-2-universal-ref-image-seed42-15f.mp4
expected artifactmatrix_game2_official_universal_seed42_15f.mp4
expected artifactmatrix_game2_official_universal_seed42_15f.json
expected artifactmatrix_game2_worldfoundry_universal_seed42_15f.mp4
expected artifactmatrix_game2_worldfoundry_universal_seed42_15f.json
05

证据与来源

Catalog 集成、原生 demo parity 与 runner parity 是三条独立记录。

集成状态
integrated
Runner 证据
verified
原生 Demo 证据
verified
验证 Imports
torch, numpy, cv2
配方溯源
worldfoundry/data/models/catalog/world_models/matrix-game-2.yamlGitHubhttps://github.com/SkyworkAI/Matrix-GameHugging Facehttps://huggingface.co/Skywork/Matrix-Game-2.0