diff --git a/candle-book/src/SUMMARY.md b/candle-book/src/SUMMARY.md
index e35a865f6f..3432f66f1d 100644
--- a/candle-book/src/SUMMARY.md
+++ b/candle-book/src/SUMMARY.md
@@ -12,16 +12,16 @@
 
 - [Running a model](inference/README.md)
     - [Using the hub](inference/hub.md)
-- [Error management](error_manage.md)
-- [Advanced Cuda usage](cuda/README.md)
-    - [Writing a custom kernel](cuda/writing.md)
-    - [Porting a custom kernel](cuda/porting.md)
-- [Using MKL](advanced/mkl.md)
-- [Creating apps](apps/README.md)
-    - [Creating a WASM app](apps/wasm.md)
-    - [Creating a REST api webserver](apps/rest.md)
-    - [Creating a desktop Tauri app](apps/dekstop.md)
-- [Training](training/README.md)
-    - [MNIST](training/mnist.md)
-    - [Fine-tuning](training/finetuning.md)
-    - [Serialization](training/serialization.md)
+- [Error management]()
+- [Advanced Cuda usage]()
+    - [Writing a custom kernel]()
+    - [Porting a custom kernel]()
+- [Using MKL]()
+- [Creating apps]()
+    - [Creating a WASM app]()
+    - [Creating a REST api webserver]()
+    - [Creating a desktop Tauri app]()
+- [Training]()
+    - [MNIST]()
+    - [Fine-tuning]()
+    - [Serialization]()