World models · image-to-video · camera-control · interactive-world-model

Astra

EvanEternal

In-tree Astra inference route is registered under worldfoundry/synthesis/visual_generation/kling/astra_runtime.

Runner verified统一环境astra

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

Variant

任务image-to-video

环境worldfoundry-unified-cu128

设备CUDA 12.8

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

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: aef5d6d75a994fa67f3f05cf17f5824a53b1c52f

Runtime profile: astra
Pipeline binding: astra
Runner: worldfoundry.pipeline
Pipeline target: worldfoundry.pipelines.kling.pipeline_astra:AstraPipeline
Backend stage: in_tree_runtime
Runtime 状态: checkpoint_verified
Driver 状态: compatible_unified_default
环境类型: 统一环境

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 astra

依赖版本约束 12

torch
torchvision
diffusers
transformers
huggingface_hub
safetensors
einops
imageio
imageio-ffmpeg
pillow
numpy
tqdm

Conda 依赖 3

python=3.11
pip
ffmpeg

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 astra --check-local --json

EvanEternal/Astra

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

Wan-AI/Wan2.1-T2V-1.3B

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

EvanEternal/Astra

Revision: aef5d6d75a994fa67f3f05cf17f5824a53b1c52f
License: —
Gated: —
Private: —

Wan-AI/Wan2.1-T2V-1.3B

Revision: 37ec512624d61f7aa208f7ea8140a131f93afc9a
License: —
Gated: —
Private: —

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 astra \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/astra \
  --metric artifact_count \
  --json

输入契约

字段	已记录契约
`prompt`	Required
`image`	Required
`video`	Optional
`actions`	camera_direction

Artifact 契约

Artifact 类型	文件名 / 路径
`generated_video`	`astra.mp4`

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: 未记录
验证 Imports: torch, torchvision, huggingface_hub, safetensors, einops, imageio, PIL, worldfoundry.pipelines.kling.pipeline_astra, worldfoundry.synthesis.visual_generation.kling.astra_synthesis

配方溯源

worldfoundry/data/models/catalog/world_models/astra.yamlProjecthttps://eternalevan.github.io/Astra-project/Paperhttps://arxiv.org/abs/2512.08931GitHubhttps://github.com/EternalEvan/AstraHugging Facehttps://huggingface.co/EvanEternal/Astra

构建运行命令

输入契约

Artifact 契约

相关配方