* Fix spellings

Signed-off-by: Pradnya Khalate <[email protected]>
NVIDIA · Jan 29, 2025 · 7cb79f5 · 7cb79f5
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diff --git a/docs/sphinx/applications/python/vqe_advanced.ipynb b/docs/sphinx/applications/python/vqe_advanced.ipynb
@@ -480,7 +480,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Now, run the code again (the three previous cells) and specify `num_qpus` to be more than one if you have access to multiple GPUs and notice resulting speedup.  Thanks to CUDA-Q, this code could be used without modification in a setting where multiple physical QPUs were availible."
+    "Now, run the code again (the three previous cells) and specify `num_qpus` to be more than one if you have access to multiple GPUs and notice resulting speedup.  Thanks to CUDA-Q, this code could be used without modification in a setting where multiple physical QPUs were available."
    ]
   },
   {

diff --git a/docs/sphinx/using/backends/backends.rst b/docs/sphinx/using/backends/backends.rst
@@ -1,14 +1,14 @@
 *************************
 CUDA-Q Backends
 *************************
-The CUDA-Q platform has is a powerful tool with many different backends for running hybrid quatum applications and other simulations.  This page will help you understand what backends are availible and what the best choices are for your purpose. 
+The CUDA-Q platform has is a powerful tool with many different backends for running hybrid quantum applications and other simulations.  This page will help you understand what backends are available and what the best choices are for your purpose. 
 
 The figure below groups the backends into four categories, and described the general purpose for each.  See the following sections for a breakdown of the backends included in each section.
 
 .. image:: backends.png
    :width: 1000
 
-Click on the links below for each catagory to learn more about the backends it contains.  the list below also covers all of the backends availible in CUDA-Q.
+Click on the links below for each category to learn more about the backends it contains.  the list below also covers all of the backends available in CUDA-Q.
 
 .. toctree::
    :maxdepth: 3

diff --git a/docs/sphinx/using/backends/simulators.rst b/docs/sphinx/using/backends/simulators.rst
@@ -1,6 +1,6 @@
 CUDA-Q Circuit Simulation Backends
 ************************************
-The simulators availible in CUDA-Q are grouped in the figure below. The following sections follow the structre of the figure and provide additional technical details and code examples fo using each circuit simulator.
+The simulators available in CUDA-Q are grouped in the figure below. The following sections follow the structre of the figure and provide additional technical details and code examples fo using each circuit simulator.
 
 .. figure:: circuitsimulators.png
    :width: 600