diff --git a/4.0-with-LSTM.md b/4.0-with-LSTM.md
index 5059db0..025dc67 100644
--- a/4.0-with-LSTM.md
+++ b/4.0-with-LSTM.md
@@ -6,7 +6,7 @@ Tesseract 4.0 **alpha** source code is available in the 'master' branch of the [
 * [NeuralNetsInTesseract4.00](NeuralNetsInTesseract4.00)
 * [VGSLSpecs](https://github.com/tesseract-ocr/tesseract/wiki/VGSLSpecs)
 * [TrainingTesseract 4.00](https://github.com/tesseract-ocr/tesseract/wiki/TrainingTesseract-4.00)
-* [TrainingTesseract 4.00 - Finetuning Example](https://github.com/tesseract-ocr/tesseract/wiki/Fine-tuning-a-LSTM-model---example-using-Arabic)
+* [TrainingTesseract 4.00 - Finetuning Example](https://github.com/tesseract-ocr/tesseract/wiki/TrainingTesseract-4.00---Finetune)
 * [DAS 2016 tutorial slides](https://github.com/tesseract-ocr/docs/tree/master/das_tutorial2016)  
 Slides
 [#2](https://github.com/tesseract-ocr/docs/blob/master/das_tutorial2016/2ArchitectureAndDataStructures.pdf),