Video · text-to-video · image-to-video · video-to-video · long-video-generation

Helios

BestWishYsh

The inference implementation is vendored in-tree at the pinned source revision.

Integrated独立环境源码已固定helios

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text-to-video

环境worldfoundry-helios-cu128

设备CUDA 12.8

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

兼容性与版本

由 Manifest 生成

集成状态: integrated
Runner 证据: pending visual qa
环境: worldfoundry-helios-cu128
Python: 3.11.2
CUDA: CUDA 12.8
PyTorch: torch==2.10.0
源码 revision: 8f2a2faab3298c8a7630a2c73aea37c01b5bab01
Checkpoint revision: 1999182614cb08d3bdcc46b9827504af2914b87b

Runtime profile: helios
Pipeline binding: helios
Runner: worldfoundry.pipeline
Pipeline target: worldfoundry.pipelines.helios.pipeline_helios:HeliosPipeline
Backend stage: official_in_tree_runtime
Runtime 状态: all_three_checkpoint_variants_workspace_validated_a100
Driver 状态: compatible
环境类型: 独立环境

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 helios-distilled

依赖版本约束 20

pyyaml
torch==2.10.0
torchvision==0.25.0
triton==3.6.0
kernels==0.12.1
git+https://github.com/huggingface/diffusers.git@b16635e90efd1ac32360efad099d793c10413b35
transformers==5.3.0
peft==0.18.1
accelerate==1.12.0
huggingface-hub==1.4.1
numpy<2.0.0
opencv-python
moviepy
imageio-ffmpeg
video-reader-rs==0.4.1
aiohttp>=3.9,<4
aiortc>=1.14,<2
av>=14,<17
ftfy
packaging

Conda 依赖 4

python=3.11.2
pip
ffmpeg
cuda-nvcc

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 helios --check-local --json

BestWishYsh/Helios-Distilled

Revision: 1999182614cb08d3bdcc46b9827504af2914b87b
License: apache-2.0
Gated: —
Private: —

BestWishYsh/Helios-Base

Revision: 21cf91da9cae0270a9405000c2e798f83770b1dd
License: apache-2.0
Gated: —
Private: —

BestWishYsh/Helios-Mid

Revision: 23d110fa638959ac2a9aaa024d372519d54d1d2b
License: apache-2.0
Gated: —
Private: —

BestWishYsh/Helios-Distilled

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

BestWishYsh/Helios-Base

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

BestWishYsh/Helios-Mid

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

输入契约

字段	已记录契约
`prompt`	Required
`image`	optional
`video`	optional
`actions`	seed, sample_type, variant, num_frames, enable_low_vram_mode, nproc_per_node, prompt_update

Artifact 契约

Artifact 类型	文件名 / 路径
`generated_video`	`—`
`generated_video`	`helios.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: pending visual qa
原生 Demo 证据: 未记录
验证 Imports: yaml, torch, torchvision, triton, diffusers, transformers, accelerate, cv2

配方溯源

worldfoundry/data/models/catalog/video/helios.yamlProjecthttps://pku-yuangroup.github.io/Helios-Page/GitHub8f2a2faab3298c8a7630a2c73aea37c01b5bab01Hugging Face21cf91da9cae0270a9405000c2e798f83770b1ddHugging Face23d110fa638959ac2a9aaa024d372519d54d1d2bHugging Face1999182614cb08d3bdcc46b9827504af2914b87b

构建运行命令

输入契约

Artifact 契约

相关配方