diff --git a/.gitignore b/.gitignore
index 92319d6f02b35..ff300dee5adb7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -140,6 +140,7 @@ scripts/release_notes/*.json
 compile_commands.json
 *.egg-info/
 docs/source/scripts/activation_images/
+docs/source/scripts/quantization_backend_configs/
 
 ## General
 
diff --git a/docs/Makefile b/docs/Makefile
index 28d910a89b498..e536b7d35c4ac 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -15,6 +15,7 @@ help:
 
 figures:
 	@$(PYCMD) source/scripts/build_activation_images.py
+	@$(PYCMD) source/scripts/build_quantization_configs.py
 
 docset: html
 	doc2dash --name $(SPHINXPROJ) --icon $(SOURCEDIR)/_static/img/pytorch-logo-flame.png --enable-js --online-redirect-url https://pytorch.org/docs/ --force $(BUILDDIR)/html/
diff --git a/docs/source/quantization-backend-configuration.rst b/docs/source/quantization-backend-configuration.rst
new file mode 100644
index 0000000000000..07fd875fa9b34
--- /dev/null
+++ b/docs/source/quantization-backend-configuration.rst
@@ -0,0 +1,20 @@
+Quantization Backend Configuration
+----------------------------------
+
+FX Graph Mode Quantization allows the user to configure various
+quantization behaviors of an op in order to match the expectation
+of their backend.
+
+In the future, this document will contain a detailed spec of
+these configurations.
+
+
+Default values for native configurations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Below is the output of the configuration for quantization of ops
+in fbgemm and qnnpack (PyTorch's default quantized backends).
+
+Results:
+
+.. literalinclude:: scripts/quantization_backend_configs/default_backend_config.txt
diff --git a/docs/source/quantization.rst b/docs/source/quantization.rst
index f437b58b8b83b..45076d78cafae 100644
--- a/docs/source/quantization.rst
+++ b/docs/source/quantization.rst
@@ -489,6 +489,17 @@ and supported quantized modules and functions.
     torch.ao.ns._numeric_suite
     torch.ao.ns._numeric_suite_fx
 
+Quantization Backend Configuration
+----------------------------------
+
+The :doc:`Quantization Backend Configuration <quantization-backend-configuration>` contains documentation
+on how to configure the quantization workflows for various backends.
+
+.. toctree::
+    :hidden:
+
+    quantization-backend-configuration
+
 Quantized Tensors
 ---------------------------------------
 
diff --git a/docs/source/scripts/build_quantization_configs.py b/docs/source/scripts/build_quantization_configs.py
new file mode 100644
index 0000000000000..7e9a011e12ba3
--- /dev/null
+++ b/docs/source/scripts/build_quantization_configs.py
@@ -0,0 +1,23 @@
+"""
+This script will generate default values of quantization configs.
+These are for use in the documentation.
+"""
+
+from torch.ao.quantization.fx.backend_config import get_native_backend_config_dict
+import os.path
+from pprint import pprint
+
+
+# Create a directory for the images, if it doesn't exist
+QUANTIZATION_BACKEND_CONFIG_IMAGE_PATH = os.path.join(
+    os.path.realpath(os.path.join(__file__, "..")),
+    "quantization_backend_configs"
+)
+
+if not os.path.exists(QUANTIZATION_BACKEND_CONFIG_IMAGE_PATH):
+    os.mkdir(QUANTIZATION_BACKEND_CONFIG_IMAGE_PATH)
+
+output_path = os.path.join(QUANTIZATION_BACKEND_CONFIG_IMAGE_PATH, "default_backend_config.txt")
+
+with open(output_path, "w") as f:
+    pprint(get_native_backend_config_dict(), stream=f)