updating README (#2791)

quick update to reflect packages updates.

README.md

@@ -10,14 +10,15 @@ A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")
 
 ## Installation
 
-We publish nightly wheel packages on https://pypi.nvidia.com
+We publish nightly wheel packages on https://pypi.nvidia.com, while build against stable torch version on https://pypi.org.
 
-built-env | cuda 11.8 | cuda 12.1
-:---: | :---: | :---:
-torch 2.2 | nvfuser-cu118-torch22 | nvfuser-cu121-torch22
-torch nightly wheel | nvfuser-cu118 | nvfuser-cu121
+built-env | cuda 12.1
+:---: | :---:
+torch 2.3 | nvfuser-cu121-torch23
+torch 2.4 | nvfuser-cu121-torch24
+torch nightly wheel | nvfuser-cu121
 
-Note that nvfuser built against torch-2.2 isn't compatible with nightly pytorch wheel, so ensure you pick the right version suiting your environment.
+Note that nvfuser built against stable torch version isn't compatible with nightly pytorch wheel, so ensure you pick the right version suiting your environment.
 
 ### nightly nvfuser pip wheel
 
@@ -29,7 +30,7 @@ Note that this may uninstall your local pytorch installation and install the com
 
 ### nvfuser pip wheel against pytorch stable release
 
-nvfuser pip wheel built against stable torch releases is published on pypi.org. Pick the right cuda toolkit version to match your torch installation. e.g. `pip install nvfuser-cu121-torch22`
+nvfuser pip wheel built against stable torch releases is published on pypi.org. Pick the right cuda toolkit version to match your torch installation. e.g. `pip install nvfuser-cu121-torch24`
 
 PyPI: [https://pypi.org/project/nvfuser/](https://pypi.org/search/?q=nvfuser)