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microsoft · May 2, 2024 · 1195701 · 1195701
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diff --git a/docs/conf.py b/docs/conf.py
@@ -26,7 +26,7 @@
     "sphinx.ext.ifconfig",
     "sphinx.ext.viewcode",
     "sphinx.ext.autodoc",
-    "sphinx.ext.autosummary", 
+    "sphinx.ext.autosummary",
     "sphinx.ext.githubpages",
     "sphinx_gallery.gen_gallery",
     "sphinx.ext.autodoc",

diff --git a/docs/index.md b/docs/index.md
@@ -99,9 +99,9 @@ result = MatmulAdd(x, wt, bias)
 tutorial/index
 api/index
 intermediate_representation/index
-auto_examples/index
 optimizer/index
 rewriter/index
+auto_examples/index
 articles/index
 ```
 

diff --git a/docs/optimizer/optimize.md b/docs/optimizer/optimize.md
@@ -2,14 +2,15 @@
 
 ## Introduction
 
-The ONNXScript `Optimizer` tool provides the user with the functionality to optimize an ONNX model by performing optimizations and clean-ups such as constant folding, dead code elimination, etc.
+The ONNX Script `Optimizer` tool provides the user with the functionality to optimize an ONNX model by performing optimizations and clean-ups such as constant folding, dead code elimination, etc.
 
 ## Usage
 
 In order to utilize the optimizer tool,
 
 ```python
     import onnxscript
+
     onnxscript.optimizer.optimize(model)
 ```