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Bernini-R 1.3B

ByteDance

Official renderer inference is vendored in-tree; no external Bernini checkout is used.

Integrated独立环境源码已固定bernini-r-1.3b

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text-to-image
环境worldfoundry-bernini-cu124
设备CUDA 12.4
worldfoundry-eval evaluate \
  --mode model \
  --model-id bernini-r-1.3b \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/bernini-r-1.3b \
  --metric artifact_count \
  --json
01

兼容性与版本

由 Manifest 生成

集成状态
integrated
Runner 证据
pending gpu validation
环境
worldfoundry-bernini-cu124
Python
3.11
CUDA
CUDA 12.4
PyTorch
torch==2.5.1+cu124
源码 revision
82d573e9a553dccb1405dde4cb0f26466f9df6c5
Checkpoint revision
ff4c5d4d2d31365c2ffeb30e9753065ee18f58ce
Runtime profile
bernini-r-1.3b
Pipeline binding
bernini-r-1.3b
Runner
worldfoundry.pipeline
Pipeline target
worldfoundry.pipelines.bernini.pipeline_bernini:BerniniWorldFoundryPipeline
Backend stage
official_in_tree_runtime
Runtime 状态
checkpoint_assets_pending_not_runnable_until_staged
Driver 状态
compatible
环境类型
独立环境
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 bernini-r-1.3b
依赖版本约束 19
  • torch==2.5.1+cu124
  • torchvision==0.20.1+cu124
  • diffusers==0.35.2
  • accelerate==0.34.2
  • transformers==4.57.3
  • huggingface-hub
  • flash-attn==2.8.3
  • safetensors
  • einops
  • numpy
  • Pillow
  • tqdm
  • ftfy
  • decord
  • imageio
  • imageio-ffmpeg
  • scipy
  • loguru
  • veomni @ git+https://github.com/ByteDance-Seed/VeOmni.git@v0.1.10
Conda 依赖 5
  • python=3.11
  • pip
  • ffmpeg
  • ninja
  • cuda-nvcc
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 bernini-r-1.3b --check-local --json
ByteDance/Bernini-R-1.3B-Diffusers
Revision
—
License
apache-2.0
Gated
—
Private
—
ByteDance/Bernini-R-1.3B-Diffusers
Revision
ff4c5d4d2d31365c2ffeb30e9753065ee18f58ce
License
—
Gated
—
Private
—
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 bernini-r-1.3b \
  --model-runner worldfoundry:pipeline \
  --model-manifest-dir worldfoundry/data/models/catalog \
  --requests-path tmp/requests.jsonl \
  --output-dir tmp/model_eval/bernini-r-1.3b \
  --metric artifact_count \
  --json

输入契约

字段已记录契约
promptRequired
imageRequired
imagesRequired
videoRequired
task_typet2i, i2i, t2v, v2v, r2v, rv2v

Artifact 契约

Artifact 类型文件名 / 路径
generated_image—
generated_video—
generated_videobernini-r-1.3b.mp4
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
pending gpu validation
原生 Demo 证据
未记录
验证 Imports
torch, torchvision, diffusers, transformers, huggingface_hub, accelerate, flash_attn, veomni, decord, imageio, loguru
配方溯源
worldfoundry/data/models/catalog/video/bernini-r-1.3b.yamlProjecthttps://bernini-ai.github.io/Paperhttps://arxiv.org/abs/2605.22344GitHub82d573e9a553dccb1405dde4cb0f26466f9df6c5Hugging Facehttps://huggingface.co/ByteDance/Bernini-R-1.3B-Diffusers