diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index 29f91ee6d596f962023fbfe8cf0788a6856b5055..8cb828669dd90ab002d05fa5f19c11e32fa1f581 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -3,13 +3,13 @@ Classifier : tagger
 {
 	Transitions : {tagger,data/tagger.ts}
 	Network type : Modular
-	Context : Unk{1} Buffer{-3 -2 -1 0 1 2} Stack{} Columns{FORM UPOS} GRU{1 1 0.0 1} In{128} Out{512}
-	Focused : Column{ID} NbElem{1} Buffer{-1 0} Stack{} GRU{1 1 0.0 1} In{128} Out{256}
-	Focused : Column{FORM} NbElem{10} Buffer{-1 0} Stack{} GRU{1 1 0.0 1} In{128} Out{256}
-  InputDropout : 0.3
-  MLP : {2048 0.3}
+	Context : Buffer{-3 -2 -1 0 1 2} Stack{} Columns{FORM UPOS} GRU{1 3 0.1 0} In{128} Out{512}
+	Focused : Column{ID} NbElem{1} Buffer{-1 0} Stack{} GRU{1 3 0.1 1} In{128} Out{256}
+	Focused : Column{FORM} NbElem{10} Buffer{-1 0} Stack{} GRU{1 3 0.1 1} In{128} Out{256}
+	InputDropout : 0.3
+	MLP : {2048 0.3}
 	End
-  Optimizer : Adam {0.0005 0.9 0.999 0.00000001 0.00001 true}
+	Optimizer : Adam {0.0005 0.9 0.999 0.00000001 0.00001 true}
 }
 Predictions : UPOS
 Strategy : sequential