diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <img src="https://github.com/kritiksoman/tmp/blob/master/cover.png" width="1280" height="180"> <br>
 # A.I. for GNU Image Manipulation Program
-### [<img src="https://github.com/kritiksoman/tmp/blob/master/yt.png" width="70" height="50">](https://www.youtube.com/channel/UCzZn99R6Zh0ttGqvZieT4zw) [<img src="https://github.com/kritiksoman/tmp/blob/master/inst.png" width="50" height="50">](https://www.instagram.com/explore/tags/gimpml/) [<img src="https://github.com/kritiksoman/tmp/blob/master/arxiv.png" width="100" height="50">](https://arxiv.org/abs/2004.13060) [<img src="https://github.com/kritiksoman/tmp/blob/master/manual.png" width="100" height="50">](https://github.com/kritiksoman/GIMP-ML/wiki/User-Manual)[<img src="https://github.com/kritiksoman/tmp/blob/master/ref.png" width="100" height="50">](https://github.com/kritiksoman/GIMP-ML/wiki/References) <br>
+### [<img src="https://github.com/kritiksoman/tmp/blob/master/yt.png" width="70" height="50">](https://www.youtube.com/channel/UCzZn99R6Zh0ttGqvZieT4zw) [<img src="https://github.com/kritiksoman/tmp/blob/master/inst.png" width="50" height="50">](https://www.instagram.com/explore/tags/gimpml/) [<img src="https://github.com/kritiksoman/tmp/blob/master/arxiv.png" width="100" height="50">](https://arxiv.org/abs/2004.13060) [<img src="https://github.com/kritiksoman/tmp/blob/master/manual.png" width="100" height="50">](https://github.com/kritiksoman/GIMP-ML/blob/master/docs/MANUAL.md)[<img src="https://github.com/kritiksoman/tmp/blob/master/ref.png" width="100" height="50">](https://github.com/kritiksoman/GIMP-ML/wiki/References) <br>
  
 :star: :star: :star: :star: are welcome. This branch will no longer be updated and would only work with GIMP 2.10. Only GIMP3-ML branch will be updated in future.<br>