diff --git a/README.md b/README.md
index 9763e3a8cf09..c9accefcd09a 100755
--- a/README.md
+++ b/README.md
@@ -415,7 +415,7 @@ as the hostname.
 | [DeepSpeed Features](https://www.deepspeed.ai/features/)                                       |  DeepSpeed features                          |
 | [DeepSpeed JSON Configuration](https://www.deepspeed.ai/docs/config_json/)                     |  Configuring DeepSpeed                       |
 | [API Documentation](https://deepspeed.readthedocs.io/en/latest/)                               |  Generated DeepSpeed API documentation       |
-| [CIFAR-10 Tutorial](https://www.deepspeed.ai/tutorials/CIFAR-10)                               |  Getting started with CIFAR-10 and DeepSpeed |
+| [CIFAR-10 Tutorial](https://www.deepspeed.ai/tutorials/cifar-10)                               |  Getting started with CIFAR-10 and DeepSpeed |
 | [Megatron-LM Tutorial](https://www.deepspeed.ai/tutorials/megatron/)                           |  Train GPT2 with DeepSpeed and Megatron-LM   |
 | [Learning Rate Range Test Tutorial](https://www.deepspeed.ai/tutorials/lrrt/)                  |  Faster training with large learning rates   |
 | [1Cycle Tutorial](https://www.deepspeed.ai/tutorials/1Cycle/)                                  |  SOTA learning schedule in DeepSpeed         |
diff --git a/docs/_config.yml b/docs/_config.yml
index 3c1a644fbcd2..c0b6eb108af8 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -48,7 +48,7 @@ defaults:
   - scope:
       path: "_pages"
     values:
-      permalink: /docs/:title:output_ext
+      permalink: /docs/:basename
   - scope:
       path: ""
       type: posts
diff --git a/docs/_pages/config_json.md b/docs/_pages/config_json.md
index 804e5fcc3739..35804f18e726 100644
--- a/docs/_pages/config_json.md
+++ b/docs/_pages/config_json.md
@@ -1,6 +1,5 @@
 ---
 title: "DeepSpeed Configuration JSON"
-permalink: /docs/config_json.html
 ---
 ## REQUIRED DeepSpeed Config JSON Parameters