[Small fix] Update CUDA version in README (#2242)

Co-authored-by: JessicaZhong <[email protected]>

Author: acisseJZhong

.github/workflows/gpu_test.yaml

@@ -46,7 +46,7 @@ jobs:
         run: python -m pip install --upgrade pip
       - name: Install torch nightly
         if: ${{ matrix.torch-version == 'nightly' }}
-        run: python -m pip install --pre torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu121
+        run: python -m pip install --pre torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu126
       - name: Install torch stable
         if: ${{ matrix.torch-version == 'stable' }}
         run: python -m pip install torch torchvision torchao

README.md

@@ -170,7 +170,7 @@ pip install torchtune
 
 ```bash
 # Install PyTorch, torchvision, torchao nightlies
-pip install --pre --upgrade torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu121 # full options are cpu/cu118/cu121/cu124
+pip install --pre --upgrade torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu126 # full options are cpu/cu118/cu121/cu124/cu126
 pip install --pre --upgrade torchtune --extra-index-url https://download.pytorch.org/whl/nightly/cpu
 ```
 

docs/source/install.rst

@@ -19,7 +19,7 @@ nightly versions with the following commands:
     pip install torch torchvision torchao
 
     # Or nightly install for latest features
-    pip install --pre torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu121 # full options are cpu/cu118/cu121/cu124
+    pip install --pre torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu126 # full options are cpu/cu118/cu121/cu124/cu126
 
 
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