diff --git a/_get_started/previous-versions.md b/_get_started/previous-versions.md
index 851546356..aec65742a 100644
--- a/_get_started/previous-versions.md
+++ b/_get_started/previous-versions.md
@@ -17,6 +17,31 @@ redirect_from: /previous-versions.html
 
 ## 1.0.0 이상 버전 설치하기
 
+### v2.12.0
+
+#### Wheel
+
+##### OSX
+
+```
+pip install torch==2.12.0 torchvision==0.27.0
+```
+
+##### Linux and Windows
+
+```
+# ROCM 7.2 (Linux only)
+pip install torch==2.12.0 torchvision==0.27.0 --index-url https://download.pytorch.org/whl/rocm7.2
+# CUDA 12.6
+pip install torch==2.12.0 torchvision==0.27.0 --index-url https://download.pytorch.org/whl/cu126
+# CUDA 13.0
+pip install torch==2.12.0 torchvision==0.27.0 --index-url https://download.pytorch.org/whl/cu130
+# CUDA 13.2
+pip install torch==2.12.0 torchvision==0.27.0 --index-url https://download.pytorch.org/whl/cu132
+# CPU only
+pip install torch==2.12.0 torchvision==0.27.0 --index-url https://download.pytorch.org/whl/cpu
+```
+
 ### v2.11.0
 
 #### Wheel
diff --git a/_get_started/version-compatibility.md b/_get_started/version-compatibility.md
index 880b9df42..4a7d2b6ed 100644
--- a/_get_started/version-compatibility.md
+++ b/_get_started/version-compatibility.md
@@ -32,11 +32,23 @@ PyTorch 및 Domain APIs의 버전 호환성을 정리하였습니다. \
     </tr>
   </thead>
   <tbody>
+    <tr>
+      <th scope="row"><a href="https://github.com/pytorch/pytorch/releases/tag/v2.12.1" target="_blank">2.12.1</a></th>
+      <td>2026/06/18</td>
+      <td><a href="https://github.com/pytorch/vision/releases/tag/v0.27.1" target="_blank">0.27.1</a></td>
+      <td><em>—</em></td>
+      <td><em>—</em></td>
+      <td><em>—</em></td>
+      <td><em>—</em></td>
+      <td><a href="https://pypi.org/project/torch/2.12.1/" target="_blank">>=3.10, <=3.14</a></td>
+      <td>13.2; 13.0; 12.6</td>
+      <td>7.2</td>
+    </tr>
     <tr>
       <th scope="row"><a href="https://github.com/pytorch/pytorch/releases/tag/v2.12.0" target="_blank">2.12.0</a></th>
       <td>2026/05/13</td>
       <td><a href="https://github.com/pytorch/vision/releases/tag/v0.27.0" target="_blank">0.27.0</a></td>
-      <td><a href="https://github.com/pytorch/audio/releases/tag/v2.12.0" target="_blank">2.12.0</a></td>
+      <td><em>—</em></td>
       <td><em>—</em></td>
       <td><em>—</em></td>
       <td><em>—</em></td>
@@ -1049,5 +1061,5 @@ PyTorch 2.11 릴리즈에서 지원하는 CUDA 아키텍처 정보입니다.
 </div>
 
 <p class="text-muted text-right mb-0">
-  <small><strong>Last Update:</strong> 2026-05-14</small>
+  <small><strong>Last Update:</strong> 2026-06-18</small>
 </p>
diff --git a/assets/quick-start-module.js b/assets/quick-start-module.js
index 2a617d961..0f78ef9f5 100644
--- a/assets/quick-start-module.js
+++ b/assets/quick-start-module.js
@@ -12,7 +12,7 @@ var archInfoMap = new Map([
 ]);
 
 let version_map={"nightly": {"accnone": ["cpu", ""], "cuda.x": ["cuda", "12.6"], "cuda.y": ["cuda", "13.0"], "cuda.z": ["cuda", "13.2"], "rocm5.x": ["rocm", "7.2"]}, "release": {"accnone": ["cpu", ""], "cuda.x": ["cuda", "12.6"], "cuda.y": ["cuda", "13.0"], "cuda.z": ["cuda", "13.2"], "rocm5.x": ["rocm", "7.2"]}}
-let stable_version="Stable (2.12.0)";
+let stable_version="Stable (2.12.1)";
 
 var default_selected_os = getAnchorSelectedOS() || getDefaultSelectedOS();
 var opts = {
@@ -267,7 +267,7 @@ $("[data-toggle='cloud-dropdown']").on("click", function(e) {
 });
 
 function commandMessage(key) {
-  var object = {"preview,pip,linux,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,linux,cuda.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126", "preview,pip,linux,cuda.y,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu130", "preview,pip,linux,cuda.z,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu132", "preview,pip,linux,rocm5.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/rocm7.2", "preview,libtorch,linux,accnone,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu126/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu126/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.y,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu130/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu130/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.z,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu132/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu132/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,rocm5.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/rocm7.2/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/rocm7.2/libtorch-shared-with-deps-latest.zip</a>", "preview,pip,macos,cuda.x,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,cuda.y,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,cuda.z,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,rocm5.x,python": "# ROCm is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,libtorch,macos,accnone,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.y,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.z,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,rocm5.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,pip,windows,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,windows,cuda.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126", "preview,pip,windows,cuda.y,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu130", "preview,pip,windows,cuda.z,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu132", "preview,pip,windows,rocm5.x,python": "<b>NOTE:</b> ROCm is not available on Windows", "preview,libtorch,windows,accnone,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-debug-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-debug-latest.zip</a>", "preview,libtorch,windows,cuda.x,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-debug-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-debug-latest.zip</a>", "preview,libtorch,windows,cuda.y,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-debug-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-debug-latest.zip</a>", "preview,libtorch,windows,cuda.z,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-debug-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-debug-latest.zip</a>", "preview,libtorch,windows,rocm5.x,cplusplus": "<b>NOTE:</b> ROCm is not available on Windows", "stable,pip,linux,accnone,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu", "stable,pip,linux,cuda.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126", "stable,pip,linux,cuda.y,python": "pip3 install torch torchvision", "stable,pip,linux,cuda.z,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132", "stable,pip,linux,rocm5.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/rocm7.2", "stable,libtorch,linux,accnone,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-2.12.0%2Bcpu.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-2.12.0%2Bcpu.zip</a>", "stable,libtorch,linux,cuda.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu126/libtorch-shared-with-deps-2.12.0%2Bcu126.zip'>https://download.pytorch.org/libtorch/cu126/libtorch-shared-with-deps-2.12.0%2Bcu126.zip</a>", "stable,libtorch,linux,cuda.y,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu130/libtorch-shared-with-deps-2.12.0%2Bcu130.zip'>https://download.pytorch.org/libtorch/cu130/libtorch-shared-with-deps-2.12.0%2Bcu130.zip</a>", "stable,libtorch,linux,cuda.z,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu132/libtorch-shared-with-deps-2.12.0%2Bcu132.zip'>https://download.pytorch.org/libtorch/cu132/libtorch-shared-with-deps-2.12.0%2Bcu132.zip</a>", "stable,libtorch,linux,rocm5.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/rocm7.2/libtorch-shared-with-deps-2.12.0%2Brocm7.2.zip'>https://download.pytorch.org/libtorch/rocm7.2/libtorch-shared-with-deps-2.12.0%2Brocm7.2.zip</a>", "stable,pip,macos,cuda.x,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,cuda.y,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,cuda.z,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,rocm5.x,python": "# ROCm is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,accnone,python": "pip3 install torch torchvision", "stable,libtorch,macos,accnone,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip</a>", "stable,libtorch,macos,cuda.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip</a>", "stable,libtorch,macos,cuda.y,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip</a>", "stable,libtorch,macos,cuda.z,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip</a>", "stable,libtorch,macos,rocm5.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.0.zip</a>", "stable,pip,windows,accnone,python": "pip3 install torch torchvision", "stable,pip,windows,cuda.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126", "stable,pip,windows,cuda.y,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu130", "stable,pip,windows,cuda.z,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132", "stable,pip,windows,rocm5.x,python": "<b>NOTE:</b> ROCm is not available on Windows", "stable,libtorch,windows,accnone,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-2.12.0%2Bcpu.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-2.12.0%2Bcpu.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-debug-2.12.0%2Bcpu.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-debug-2.12.0%2Bcpu.zip</a>", "stable,libtorch,windows,cuda.x,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-2.12.0%2Bcu126.zip'>https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-2.12.0%2Bcu126.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu126.zip'>https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu126.zip</a>", "stable,libtorch,windows,cuda.y,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-2.12.0%2Bcu130.zip'>https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-2.12.0%2Bcu130.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu130.zip'>https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu130.zip</a>", "stable,libtorch,windows,cuda.z,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-2.12.0%2Bcu132.zip'>https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-2.12.0%2Bcu132.zip</a><br />Download here (Debug version):<br /><a href='https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu132.zip'>https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-debug-2.12.0%2Bcu132.zip</a>", "stable,libtorch,windows,rocm5.x,cplusplus": "<b>NOTE:</b> ROCm is not available on Windows"};
+  var object = {"preview,pip,linux,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,linux,cuda.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126", "preview,pip,linux,cuda.y,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu130", "preview,pip,linux,cuda.z,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu132", "preview,pip,linux,rocm5.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/rocm7.2", "preview,libtorch,linux,accnone,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu126/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu126/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.y,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu130/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu130/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,cuda.z,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu132/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu132/libtorch-shared-with-deps-latest.zip</a>", "preview,libtorch,linux,rocm5.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/nightly/rocm7.2/libtorch-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/rocm7.2/libtorch-shared-with-deps-latest.zip</a>", "preview,pip,macos,cuda.x,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,cuda.y,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,cuda.z,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,rocm5.x,python": "# ROCm is not available on MacOS, please use default package<br />pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,macos,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,libtorch,macos,accnone,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.y,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,cuda.z,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,libtorch,macos,rocm5.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-macos-arm64-latest.zip</a>", "preview,pip,windows,accnone,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu", "preview,pip,windows,cuda.x,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126", "preview,pip,windows,cuda.y,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu130", "preview,pip,windows,cuda.z,python": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu132", "preview,pip,windows,rocm5.x,python": "<b>NOTE:</b> ROCm is not available on Windows", "preview,libtorch,windows,accnone,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip</a>", "preview,libtorch,windows,cuda.x,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip</a>", "preview,libtorch,windows,cuda.y,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip</a>", "preview,libtorch,windows,cuda.z,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip'>https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip</a>", "preview,libtorch,windows,rocm5.x,cplusplus": "<b>NOTE:</b> ROCm is not available on Windows", "stable,pip,linux,accnone,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu", "stable,pip,linux,cuda.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126", "stable,pip,linux,cuda.y,python": "pip3 install torch torchvision", "stable,pip,linux,cuda.z,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132", "stable,pip,linux,rocm5.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/rocm7.2", "stable,libtorch,linux,accnone,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-2.12.1%2Bcpu.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-2.12.1%2Bcpu.zip</a>", "stable,libtorch,linux,cuda.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu126/libtorch-shared-with-deps-2.12.1%2Bcu126.zip'>https://download.pytorch.org/libtorch/cu126/libtorch-shared-with-deps-2.12.1%2Bcu126.zip</a>", "stable,libtorch,linux,cuda.y,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu130/libtorch-shared-with-deps-2.12.1%2Bcu130.zip'>https://download.pytorch.org/libtorch/cu130/libtorch-shared-with-deps-2.12.1%2Bcu130.zip</a>", "stable,libtorch,linux,cuda.z,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/cu132/libtorch-shared-with-deps-2.12.1%2Bcu132.zip'>https://download.pytorch.org/libtorch/cu132/libtorch-shared-with-deps-2.12.1%2Bcu132.zip</a>", "stable,libtorch,linux,rocm5.x,cplusplus": "Download here (cxx11 ABI):<br /><a href='https://download.pytorch.org/libtorch/rocm7.2/libtorch-shared-with-deps-2.12.1%2Brocm7.2.zip'>https://download.pytorch.org/libtorch/rocm7.2/libtorch-shared-with-deps-2.12.1%2Brocm7.2.zip</a>", "stable,pip,macos,cuda.x,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,cuda.y,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,cuda.z,python": "# CUDA is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,rocm5.x,python": "# ROCm is not available on MacOS, please use default package<br />pip3 install torch torchvision", "stable,pip,macos,accnone,python": "pip3 install torch torchvision", "stable,libtorch,macos,accnone,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip</a>", "stable,libtorch,macos,cuda.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip</a>", "stable,libtorch,macos,cuda.y,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip</a>", "stable,libtorch,macos,cuda.z,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip</a>", "stable,libtorch,macos,rocm5.x,cplusplus": "Download arm64 libtorch here (ROCm and CUDA are not supported):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip</a>", "stable,pip,windows,accnone,python": "pip3 install torch torchvision", "stable,pip,windows,cuda.x,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126", "stable,pip,windows,cuda.y,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu130", "stable,pip,windows,cuda.z,python": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132", "stable,pip,windows,rocm5.x,python": "<b>NOTE:</b> ROCm is not available on Windows", "stable,libtorch,windows,accnone,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-2.12.1%2Bcpu.zip'>https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-2.12.1%2Bcpu.zip</a>", "stable,libtorch,windows,cuda.x,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-2.12.1%2Bcu126.zip'>https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-2.12.1%2Bcu126.zip</a>", "stable,libtorch,windows,cuda.y,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-2.12.1%2Bcu130.zip'>https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-2.12.1%2Bcu130.zip</a>", "stable,libtorch,windows,cuda.z,cplusplus": "Download here (Release version):<br /><a href='https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-2.12.1%2Bcu132.zip'>https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-2.12.1%2Bcu132.zip</a>", "stable,libtorch,windows,rocm5.x,cplusplus": "<b>NOTE:</b> ROCm is not available on Windows"};
 
   if (!object.hasOwnProperty(key)) {
     $("#command").html(
diff --git a/published_versions.json b/published_versions.json
index 6116fbd10..6a2b7dec2 100644
--- a/published_versions.json
+++ b/published_versions.json
@@ -1,5 +1,5 @@
 {
-  "latest_stable": "2.12.0",
+  "latest_stable": "2.12.1",
   "latest_lts": "lts-1.8.2",
   "versions": {
     "preview": {
@@ -150,29 +150,25 @@
           "accnone": {
             "note": null,
             "versions": {
-              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip",
-              "Download here (Debug version):": "https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-debug-latest.zip"
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cpu/libtorch-win-shared-with-deps-latest.zip"
             }
           },
           "cuda.x": {
             "note": null,
             "versions": {
-              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip",
-              "Download here (Debug version):": "https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-debug-latest.zip"
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu126/libtorch-win-shared-with-deps-latest.zip"
             }
           },
           "cuda.y": {
             "note": null,
             "versions": {
-              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip",
-              "Download here (Debug version):": "https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-debug-latest.zip"
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu130/libtorch-win-shared-with-deps-latest.zip"
             }
           },
           "cuda.z": {
             "note": null,
             "versions": {
-              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip",
-              "Download here (Debug version):": "https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-debug-latest.zip"
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/nightly/cu132/libtorch-win-shared-with-deps-latest.zip"
             }
           },
           "rocm5.x": {
@@ -7275,6 +7271,182 @@
           }
         }
       }
+    },
+    "2.12.1": {
+      "linux": {
+        "pip": {
+          "accnone": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu"
+          },
+          "cuda.x": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126"
+          },
+          "cuda.y": {
+            "note": null,
+            "command": "pip3 install torch torchvision"
+          },
+          "cuda.z": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132"
+          },
+          "rocm5.x": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/rocm7.2"
+          }
+        },
+        "libtorch": {
+          "accnone": {
+            "note": null,
+            "versions": {
+              "Download here (cxx11 ABI):": "https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-2.12.1%2Bcpu.zip"
+            }
+          },
+          "cuda.x": {
+            "note": null,
+            "versions": {
+              "Download here (cxx11 ABI):": "https://download.pytorch.org/libtorch/cu126/libtorch-shared-with-deps-2.12.1%2Bcu126.zip"
+            }
+          },
+          "cuda.y": {
+            "note": null,
+            "versions": {
+              "Download here (cxx11 ABI):": "https://download.pytorch.org/libtorch/cu130/libtorch-shared-with-deps-2.12.1%2Bcu130.zip"
+            }
+          },
+          "cuda.z": {
+            "note": null,
+            "versions": {
+              "Download here (cxx11 ABI):": "https://download.pytorch.org/libtorch/cu132/libtorch-shared-with-deps-2.12.1%2Bcu132.zip"
+            }
+          },
+          "rocm5.x": {
+            "note": null,
+            "versions": {
+              "Download here (cxx11 ABI):": "https://download.pytorch.org/libtorch/rocm7.2/libtorch-shared-with-deps-2.12.1%2Brocm7.2.zip"
+            }
+          }
+        }
+      },
+      "macos": {
+        "pip": {
+          "cuda.x": {
+            "note": "# CUDA is not available on MacOS, please use default package",
+            "command": "pip3 install torch torchvision",
+            "default": true
+          },
+          "cuda.y": {
+            "note": "# CUDA is not available on MacOS, please use default package",
+            "command": "pip3 install torch torchvision",
+            "default": true
+          },
+          "cuda.z": {
+            "note": "# CUDA is not available on MacOS, please use default package",
+            "command": "pip3 install torch torchvision",
+            "default": true
+          },
+          "rocm5.x": {
+            "note": "# ROCm is not available on MacOS, please use default package",
+            "command": "pip3 install torch torchvision",
+            "default": true
+          },
+          "accnone": {
+            "note": null,
+            "command": "pip3 install torch torchvision"
+          }
+        },
+        "libtorch": {
+          "accnone": {
+            "note": null,
+            "versions": {
+              "Download arm64 libtorch here (ROCm and CUDA are not supported):": "https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip"
+            }
+          },
+          "cuda.x": {
+            "note": null,
+            "default": true,
+            "versions": {
+              "Download arm64 libtorch here (ROCm and CUDA are not supported):": "https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip"
+            }
+          },
+          "cuda.y": {
+            "note": null,
+            "default": true,
+            "versions": {
+              "Download arm64 libtorch here (ROCm and CUDA are not supported):": "https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip"
+            }
+          },
+          "cuda.z": {
+            "note": null,
+            "default": true,
+            "versions": {
+              "Download arm64 libtorch here (ROCm and CUDA are not supported):": "https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip"
+            }
+          },
+          "rocm5.x": {
+            "note": null,
+            "default": true,
+            "versions": {
+              "Download arm64 libtorch here (ROCm and CUDA are not supported):": "https://download.pytorch.org/libtorch/cpu/libtorch-macos-arm64-2.12.1.zip"
+            }
+          }
+        }
+      },
+      "windows": {
+        "pip": {
+          "accnone": {
+            "note": null,
+            "command": "pip3 install torch torchvision"
+          },
+          "cuda.x": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126"
+          },
+          "cuda.y": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu130"
+          },
+          "cuda.z": {
+            "note": null,
+            "command": "pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu132"
+          },
+          "rocm5.x": {
+            "note": "<b>NOTE:</b> ROCm is not available on Windows",
+            "command": null
+          }
+        },
+        "libtorch": {
+          "accnone": {
+            "note": null,
+            "versions": {
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/cpu/libtorch-win-shared-with-deps-2.12.1%2Bcpu.zip"
+            }
+          },
+          "cuda.x": {
+            "note": null,
+            "versions": {
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/cu126/libtorch-win-shared-with-deps-2.12.1%2Bcu126.zip"
+            }
+          },
+          "cuda.y": {
+            "note": null,
+            "versions": {
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/cu130/libtorch-win-shared-with-deps-2.12.1%2Bcu130.zip"
+            }
+          },
+          "cuda.z": {
+            "note": null,
+            "versions": {
+              "Download here (Release version):": "https://download.pytorch.org/libtorch/cu132/libtorch-win-shared-with-deps-2.12.1%2Bcu132.zip"
+            }
+          },
+          "rocm5.x": {
+            "note": "<b>NOTE:</b> ROCm is not available on Windows",
+            "versions": null
+          }
+        }
+      }
     }
   }
 }
\ No newline at end of file
diff --git a/releases.json b/releases.json
index ed8f4426f..042fcd0be 100644
--- a/releases.json
+++ b/releases.json
@@ -13,7 +13,7 @@
         "installation": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu",
         "channel": "nightly",
         "upload_to_base_bucket": "no",
-        "stable_version": "2.12.0"
+        "stable_version": "2.12.1"
       },
       {
         "python_version": "3.10",
@@ -27,7 +27,7 @@
         "installation": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu126",
         "channel": "nightly",
         "upload_to_base_bucket": "no",
-        "stable_version": "2.12.0"
+        "stable_version": "2.12.1"
       },
       {
         "python_version": "3.10",
@@ -41,7 +41,7 @@
         "installation": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu130",
         "channel": "nightly",
         "upload_to_base_bucket": "no",
-        "stable_version": "2.12.0"
+        "stable_version": "2.12.1"
       },
       {
         "python_version": "3.10",
@@ -55,7 +55,7 @@
         "installation": "pip3 install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu132",
         "channel": "nightly",
         "upload_to_base_bucket": "no",
-        "stable_version": "2.12.0"
+        "stable_version": "2.12.1"
       },
       {
         "python_version": "3.10",
@@ -69,7 +69,7 @@
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@@ -83,7 +83,7 @@
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@@ -111,7 +111,7 @@
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@@ -125,7 +125,7 @@
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