diff --git a/4.0-with-LSTM.md b/4.0-with-LSTM.md
index 186c0fc..c79aa37 100644
--- a/4.0-with-LSTM.md
+++ b/4.0-with-LSTM.md
@@ -2,7 +2,7 @@
 
 Tesseract 4.0 **alpha** source code is available in the 'master' branch of the [repository](https://github.com/tesseract-ocr/tesseract). It adds a new OCR engine based on LSTM neural networks. It initially works (well) on x86/Linux. Model data for 101 languages is available in the [tessdata repository](https://github.com/tesseract-ocr/tessdata).
 
-### Documentation
+## Documentation
 * [NeuralNetsInTesseract4.00](NeuralNetsInTesseract4.00)
 * [VGSLSpecs](https://github.com/tesseract-ocr/tesseract/wiki/VGSLSpecs)
 * [DAS 2016 tutorial slides](https://github.com/tesseract-ocr/docs/tree/master/das_tutorial2016)  
@@ -46,7 +46,7 @@ Download 4.0.0alpha traineddata to use with the above from master branch of tess
 https://github.com/tesseract-ocr/tessdata/blob/master/hin.traineddata
 *
 
-## 3.05-dev for Windows
+## 3.05-dev 
 
 An unofficial installer for Tesseract 3.05-dev for Windows is available from [Tesseract at UB Mannheim] (https://github.com/UB-Mannheim/tesseract/wiki). This includes the training tools.