chore: migrate references from redai-infra to redai-studio

.github/ISSUE_TEMPLATE/config.yml

@@ -1,8 +1,8 @@
 blank_issues_enabled: true
 contact_links:
   - name: Documentation
-    url: https://redai-infra.github.io/Relax
+    url: https://redai-studio.github.io/Relax
     about: Check the documentation for guides and API reference
   - name: Questions & Discussions
-    url: https://github.com/redai-infra/Relax/discussions
+    url: https://github.com/redai-studio/Relax/discussions
     about: Ask questions and discuss ideas with the community

.github/workflows/deploy-docs.yml

@@ -22,7 +22,7 @@ concurrency:
 jobs:
   build:
     runs-on: ubuntu-latest
-    if: github.repository == 'redai-infra/Relax'
+    if: github.repository == 'redai-studio/Relax'
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -61,7 +61,7 @@ jobs:
   deploy:
     needs: build
     runs-on: ubuntu-latest
-    if: github.repository == 'redai-infra/Relax'
+    if: github.repository == 'redai-studio/Relax'
     environment:
       name: github-pages
       url: ${{ steps.deployment.outputs.page_url }}

CONTRIBUTING.md

@@ -42,7 +42,7 @@ This project follows a standard code of conduct. Please be respectful, inclusive
 
 ```bash
 # Clone the repository
-git clone https://github.com/redai-infra/Relax.git
+git clone https://github.com/redai-studio/Relax.git
 cd Relax
 
 # Create virtual environment (recommended)
@@ -155,7 +155,7 @@ feat(rollout): add streaming data consumption for async mode
 
 ## Reporting Bugs
 
-Use the [Bug Report template](https://github.com/redai-infra/Relax/issues/new?template=bug_report.md) and include:
+Use the [Bug Report template](https://github.com/redai-studio/Relax/issues/new?template=bug_report.md) and include:
 
 - **Environment** — OS, Python version, CUDA version, GPU type
 - **Steps to Reproduce** — Minimal commands to trigger the bug
@@ -165,7 +165,7 @@ Use the [Bug Report template](https://github.com/redai-infra/Relax/issues/new?te
 
 ## Requesting Features
 
-Use the [Feature Request template](https://github.com/redai-infra/Relax/issues/new?template=feature_request.md) and include:
+Use the [Feature Request template](https://github.com/redai-studio/Relax/issues/new?template=feature_request.md) and include:
 
 - **Problem Statement** — What problem does this solve?
 - **Proposed Solution** — How should it work?

README.md

@@ -16,13 +16,13 @@
   <a href="https://arxiv.org/abs/2604.11554">
     <img src="https://img.shields.io/static/v1?label=arXiv&message=Paper&color=red" alt="arXiv">
   </a>
-  <a href="https://redai-infra.github.io/Relax">
+  <a href="https://redai-studio.github.io/Relax">
     <img src="https://img.shields.io/badge/docs-latest-brightgreen.svg" alt="Documentation">
   </a>
-  <a href="https://github.com/redai-infra/Relax/discussions/48" target="_blank">
+  <a href="https://github.com/redai-studio/Relax/discussions/48" target="_blank">
     <img src="https://img.shields.io/badge/WeChat-green?logo=wechat" alt="WeChat QR">
   </a>
-  <a href="https://github.com/redai-infra/Relax/discussions/30" target="_blank">
+  <a href="https://github.com/redai-studio/Relax/discussions/30" target="_blank">
     <img src="https://img.shields.io/badge/Docker-Image-blue?logo=docker" alt="Docker Image">
   </a>
 </p>
@@ -34,7 +34,7 @@
 
 ______________________________________________________________________
 
-**Relax** (**R**einforcement **E**ngine **L**everaging **A**gentic **X**-modality) is a high-performance reinforcement learning post-training framework open-sourced by the Xiaohongshu AI Infra Team for multimodal large language models. Built on Ray Serve with a service-oriented architecture, Relax uses Megatron-LM as the training backend and SGLang as the inference engine. Through the [TransferQueue](https://github.com/redai-infra/TransferQueue) data transfer system, it achieves complete decoupling of training and inference, supporting end-to-end multimodal RL training from text to images, videos, and audio.
+**Relax** (**R**einforcement **E**ngine **L**everaging **A**gentic **X**-modality) is a high-performance reinforcement learning post-training framework open-sourced by the Xiaohongshu AI Infra Team for multimodal large language models. Built on Ray Serve with a service-oriented architecture, Relax uses Megatron-LM as the training backend and SGLang as the inference engine. Through the [TransferQueue](https://github.com/redai-studio/TransferQueue) data transfer system, it achieves complete decoupling of training and inference, supporting end-to-end multimodal RL training from text to images, videos, and audio.
 
 ______________________________________________________________________
 
@@ -129,15 +129,15 @@ The recommended way to run Relax is via the official Docker image, which ships w
 
 ```bash
 # Pull the official image
-docker pull ghcr.io/redai-infra/relaxrl:latest
+docker pull ghcr.io/redai-studio/relaxrl:latest
 
 # Launch a container with GPUs, shared memory, and your workspace mounted
 docker run -it --gpus all --ipc=host --network=host \
   -v /path/to/your/workspace:/root \
-  ghcr.io/redai-infra/relaxrl:latest bash
+  ghcr.io/redai-studio/relaxrl:latest bash
 
 # Inside the container
-git clone https://github.com/redai-infra/Relax.git /root/Relax
+git clone https://github.com/redai-studio/Relax.git /root/Relax
 cd /root/Relax && pip install -e .
 ```
 
@@ -246,7 +246,7 @@ ______________________________________________________________________
 
 ## 📚 Documentation
 
-Full bilingual documentation is available at **[redai-infra.github.io/Relax](https://redai-infra.github.io/Relax)**.
+Full bilingual documentation is available at **[redai-studio.github.io/Relax](https://redai-studio.github.io/Relax)**.
 
 ______________________________________________________________________
 

README_zh.md

@@ -16,13 +16,13 @@
   <a href="https://arxiv.org/abs/2604.11554">
     <img src="https://img.shields.io/static/v1?label=arXiv&message=Paper&color=red" alt="arXiv">
   </a>
-  <a href="https://redai-infra.github.io/Relax">
+  <a href="https://redai-studio.github.io/Relax">
     <img src="https://img.shields.io/badge/docs-latest-brightgreen.svg" alt="Documentation">
   </a>
-  <a href="https://github.com/redai-infra/Relax/discussions/48" target="_blank">
+  <a href="https://github.com/redai-studio/Relax/discussions/48" target="_blank">
     <img src="https://img.shields.io/badge/WeChat-green?logo=wechat" alt="WeChat QR">
   </a>
-  <a href="https://github.com/redai-infra/Relax/discussions/30" target="_blank">
+  <a href="https://github.com/redai-studio/Relax/discussions/30" target="_blank">
     <img src="https://img.shields.io/badge/Docker-Image-blue?logo=docker" alt="Docker Image">
   </a>
 </p>
@@ -34,7 +34,7 @@
 
 ______________________________________________________________________
 
-**Relax**（**R**einforcement **E**ngine **L**everaging **A**gentic **X**-modality）是小红书 AI 平台开源的、面向多模态大模型的高性能强化学习后训练框架。Relax 基于 Ray Serve 构建面向服务的架构，以 Megatron-LM 为训练后端、SGLang 为推理引擎，通过 [TransferQueue](https://github.com/redai-infra/TransferQueue) 数据传输系统实现训练与推理的完全解耦，支持从文本到图像、视频、音频的全模态强化学习训练。
+**Relax**（**R**einforcement **E**ngine **L**everaging **A**gentic **X**-modality）是小红书 AI 平台开源的、面向多模态大模型的高性能强化学习后训练框架。Relax 基于 Ray Serve 构建面向服务的架构，以 Megatron-LM 为训练后端、SGLang 为推理引擎，通过 [TransferQueue](https://github.com/redai-studio/TransferQueue) 数据传输系统实现训练与推理的完全解耦，支持从文本到图像、视频、音频的全模态强化学习训练。
 
 ______________________________________________________________________
 
@@ -129,15 +129,15 @@ ______________________________________________________________________
 
 ```bash
 # 拉取官方镜像
-docker pull ghcr.io/redai-infra/relaxrl:latest
+docker pull ghcr.io/redai-studio/relaxrl:latest
 
 # 启动容器，挂载 GPU、共享内存与工作目录
 docker run -it --gpus all --ipc=host --network=host \
   -v /path/to/your/workspace:/root \
-  ghcr.io/redai-infra/relaxrl:latest bash
+  ghcr.io/redai-studio/relaxrl:latest bash
 
 # 容器内克隆仓库并安装
-git clone https://github.com/redai-infra/Relax.git /root/Relax
+git clone https://github.com/redai-studio/Relax.git /root/Relax
 cd /root/Relax && pip install -e .
 ```
 
@@ -246,7 +246,7 @@ ______________________________________________________________________
 
 ## 📚 文档
 
-完整的双语文档请访问 **[redai-infra.github.io/Relax](https://redai-infra.github.io/Relax)**。
+完整的双语文档请访问 **[redai-studio.github.io/Relax](https://redai-studio.github.io/Relax)**。
 
 ______________________________________________________________________
 

docker/Dockerfile

@@ -68,7 +68,7 @@ RUN MAX_JOBS=64 \
     rm -rf /opt/flash-attention/
 
 RUN pip -v install --no-cache-dir --no-build-isolation "transformer_engine[pytorch]==2.14.1" && \
-    TMS_CUDA_MAJOR=$(python -c 'import torch; print(torch.version.cuda.split(".")[0])') pip install git+https://github.com/redai-infra/torch_memory_saver.git@afc13785c50119048e2dd8ac497cc9e29ec75bd4 --no-cache-dir --force-reinstall && \
+    TMS_CUDA_MAJOR=$(python -c 'import torch; print(torch.version.cuda.split(".")[0])') pip install git+https://github.com/redai-studio/torch_memory_saver.git@afc13785c50119048e2dd8ac497cc9e29ec75bd4 --no-cache-dir --force-reinstall && \
     pip install nvidia-modelopt[torch]>=0.37.0 --no-build-isolation --no-cache-dir && \
     pip install "numpy<2" nvidia-cudnn-cu12==9.16.0.29 --no-cache-dir && \
     NVCC_APPEND_FLAGS="--threads 32" \
@@ -116,7 +116,7 @@ COPY requirements.txt /tmp/requirements.txt
 RUN pip install --ignore-installed PyJWT && \
     pip install -r /tmp/requirements.txt --no-cache-dir && \
     pip install --no-cache-dir "compressed_tensors>=0.13.0" tensordict==0.10.0 pyvers==0.1.0 'nvidia-modelopt[hf]==0.44.0' --no-deps && \
-    pip install "transferqueue @ git+https://github.com/redai-infra/TransferQueue.git@58054a33834aadbcf76aacd6b1e32e25c030f2c9" --no-deps
+    pip install "transferqueue @ git+https://github.com/redai-studio/TransferQueue.git@58054a33834aadbcf76aacd6b1e32e25c030f2c9" --no-deps
 
 # sgl-router: override the official wheel (pulled by requirements.txt above) with
 # slime's r3-capable fork. The official sglang-router drops the routed_experts

docker/Dockerfile.npu

@@ -79,7 +79,7 @@ RUN pip_install() { pip install "$@" || pip install --index-url https://pypi.org
     cd /root && rm -rf /root/pytorch && \
     pip_install triton-ascend==3.2.0 && \
     pip_install tensordict==0.10.0 pyvers==0.1.0 --no-deps
-RUN git clone https://github.com/redai-infra/TransferQueue.git /root/TransferQueue && \
+RUN git clone https://github.com/redai-studio/TransferQueue.git /root/TransferQueue && \
     cd /root/TransferQueue && \
     git checkout 58054a33834aadbcf76aacd6b1e32e25c030f2c9 && \
     pip install /root/TransferQueue --no-deps --no-build-isolation && \

docs/.vitepress/config.mts

@@ -229,7 +229,7 @@ export default defineConfig({
           {
             text: 'Resources',
             items: [
-              { text: 'GitHub', link: 'https://github.com/redai-infra/Relax' },
+              { text: 'GitHub', link: 'https://github.com/redai-studio/Relax' },
               { text: 'Paper', link: 'https://arxiv.org/abs/2604.11554' }
             ]
           }
@@ -345,7 +345,7 @@ export default defineConfig({
           {
             text: '资源',
             items: [
-              { text: 'GitHub', link: 'https://github.com/redai-infra/Relax' },
+              { text: 'GitHub', link: 'https://github.com/redai-studio/Relax' },
               { text: '论文', link: 'https://arxiv.org/abs/2604.11554' }
             ]
           }
@@ -474,7 +474,7 @@ export default defineConfig({
   themeConfig: {
     logo: '/rednote-logo.png',
     socialLinks: [
-      { icon: 'github', link: 'https://github.com/redai-infra/Relax' }
+      { icon: 'github', link: 'https://github.com/redai-studio/Relax' }
     ],
     search: {
       provider: 'local'

docs/.vitepress/theme/CallToAction.vue

@@ -26,8 +26,8 @@ const subtitle = computed(() =>
 const primaryLabel = computed(() => isZh.value ? '参与贡献' : 'Contribute Now')
 const secondaryLabel = computed(() => isZh.value ? '讨论区' : 'Discussion')
 
-const primaryLink = 'https://github.com/redai-infra/Relax/blob/main/CONTRIBUTING.md'
-const secondaryLink = 'https://github.com/redai-infra/Relax/discussions'
+const primaryLink = 'https://github.com/redai-studio/Relax/blob/main/CONTRIBUTING.md'
+const secondaryLink = 'https://github.com/redai-studio/Relax/discussions'
 </script>
 
 <template>

docs/deploy-docs.sh

@@ -41,7 +41,7 @@ if [ "$1" == "github" ]; then
     fi
 
     # Push to GitHub Pages
-    git push -f git@github.com:redai-infra/Relax.git gh-pages
+    git push -f git@github.com:redai-studio/Relax.git gh-pages
 
     echo "✅ Deployed to GitHub Pages!"
 

docs/en/api/actor-fwd.md

@@ -37,5 +37,5 @@ The ActorFwd runs a background loop that:
 
 ## Source
 
-- Implementation: [`relax/components/actor_fwd.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/actor_fwd.py)
-- Base class: [`relax/components/base.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/base.py)
+- Implementation: [`relax/components/actor_fwd.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/actor_fwd.py)
+- Base class: [`relax/components/base.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/base.py)

docs/en/api/actor.md

@@ -34,5 +34,5 @@ The Actor runs a background training loop that:
 
 ## Source
 
-- Implementation: [`relax/components/actor.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/actor.py)
-- Base class: [`relax/components/base.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/base.py)
+- Implementation: [`relax/components/actor.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/actor.py)
+- Base class: [`relax/components/base.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/base.py)

docs/en/api/genrm.md

@@ -45,5 +45,5 @@ See [GenRM example](/en/examples/generative-reward-model) for full configuration
 
 ## Source
 
-- Implementation: [`relax/components/genrm.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/genrm.py)
-- Base class: [`relax/components/base.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/base.py)
+- Implementation: [`relax/components/genrm.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/genrm.py)
+- Base class: [`relax/components/base.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/base.py)

docs/en/api/rollout.md

@@ -39,5 +39,5 @@ In fully-async mode, the Rollout service coordinates with the Actor for weight u
 
 ## Source
 
-- Implementation: [`relax/components/rollout.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/rollout.py)
-- Base class: [`relax/components/base.py`](https://github.com/redai-infra/Relax/blob/main/relax/components/base.py)
+- Implementation: [`relax/components/rollout.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/rollout.py)
+- Base class: [`relax/components/base.py`](https://github.com/redai-studio/Relax/blob/main/relax/components/base.py)

docs/en/guide/configuration.md

@@ -519,7 +519,7 @@ SFT also uses the general dataset flags from [Data Configuration](#data-configur
 |-----------|------|---------|-------------|
 | `--autoscaler-config` | str | None | Path to autoscaler YAML configuration file. Enables autoscaling when set, disabled when not set. Example: `--autoscaler-config relax/utils/autoscaler/autoscaler.yaml` |
 
-For autoscaler YAML configuration details, see [`relax/utils/autoscaler/autoscaler.yaml`](https://github.com/redai-infra/Relax/blob/main/relax/utils/autoscaler/autoscaler.yaml).
+For autoscaler YAML configuration details, see [`relax/utils/autoscaler/autoscaler.yaml`](https://github.com/redai-studio/Relax/blob/main/relax/utils/autoscaler/autoscaler.yaml).
 
 ### Scale-Out Operation Parameters
 

docs/en/guide/customize-training.md

@@ -460,6 +460,6 @@ bash scripts/entrypoint/ray-job.sh scripts/training/multimodal/run-qwen35-9B-8xg
 
 ## Getting Help
 
-- [GitHub Issues](https://github.com/redai-infra/Relax/issues)
-- [Discussions](https://github.com/redai-infra/Relax/discussions)
+- [GitHub Issues](https://github.com/redai-studio/Relax/issues)
+- [Discussions](https://github.com/redai-studio/Relax/discussions)
 - [Introduction](../guide/introduction.md)

docs/en/guide/fully-async-training.md

@@ -156,7 +156,7 @@ In Fully Async mode, Actor uses `StreamingDataLoader` for **streaming data consu
 #### StreamingDataset
 
 ```python
-# TransferQueue (installed from https://github.com/redai-infra/TransferQueue)
+# TransferQueue (installed from https://github.com/redai-studio/TransferQueue)
 class StreamingDataset(IterableDataset):
     """Streaming dataset that dynamically fetches data from TransferQueue"""
 

docs/en/guide/how-to-contribute.md

@@ -10,7 +10,7 @@ Create a virtual environment and install dependencies:
 
 ```bash
 # Clone the repository
-git clone https://github.com/redai-infra/Relax.git
+git clone https://github.com/redai-studio/Relax.git
 cd Relax
 
 # Create virtual environment

docs/en/guide/installation.md

@@ -21,13 +21,13 @@ Run the following commands to clone the repository, pull the latest image, and s
 
 ```bash
 # Clone the repository
-git clone https://github.com/redai-infra/Relax.git
+git clone https://github.com/redai-studio/Relax.git
 
 # Pull the Docker image
-docker pull ghcr.io/redai-infra/relaxrl:latest
+docker pull ghcr.io/redai-studio/relaxrl:latest
 
 # Run the container, mounting the local repository to /root/Relax inside the container
-docker run -it --gpus all -v $(pwd)/Relax:/root/Relax ghcr.io/redai-infra/relaxrl:latest /bin/bash
+docker run -it --gpus all -v $(pwd)/Relax:/root/Relax ghcr.io/redai-studio/relaxrl:latest /bin/bash
 ```
 
 Alternatively, build the image from the Dockerfile:
@@ -57,13 +57,13 @@ DOCKER_BUILDKIT=1 docker build \
   .
 ```
 
-For more details on Docker releases, see [Docker README](https://github.com/redai-infra/Relax/blob/main/docker/README.md).
+For more details on Docker releases, see [Docker README](https://github.com/redai-studio/Relax/blob/main/docker/README.md).
 
 ### Method 2: Install from Source
 
 ```bash
 # Clone the repository
-git clone https://github.com/redai-infra/Relax.git
+git clone https://github.com/redai-studio/Relax.git
 cd Relax
 
 # Install dependencies
@@ -87,7 +87,7 @@ export MEGATRON="your megatron path"
 export PYTHONPATH=your_megatron_path:$PYTHONPATH
 ```
 
-Additionally, Relax depends on [Megatron Bridge](https://github.com/NVIDIA-NeMo/Megatron-Bridge) for weight conversion. Follow the install steps in [`docker/Dockerfile`](https://github.com/redai-infra/Relax/blob/main/docker/Dockerfile): merge the Bridge sources with the Megatron-LM submodule into a single directory and add it to `PYTHONPATH`:
+Additionally, Relax depends on [Megatron Bridge](https://github.com/NVIDIA-NeMo/Megatron-Bridge) for weight conversion. Follow the install steps in [`docker/Dockerfile`](https://github.com/redai-studio/Relax/blob/main/docker/Dockerfile): merge the Bridge sources with the Megatron-LM submodule into a single directory and add it to `PYTHONPATH`:
 
 ```bash
 export MEGATRON_BRIDGE_COMMIT=2faedbf6fe3c422835a44b2b360cadcb2a116a54