diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index d546e9fa519852b439a4ab756e94915133f2eb70..5e733d26f99fdecb384e8e9b702640dbaa0e3fee 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -1,5 +1,5 @@
 Name : Tagger Machine
-Classifier : tagger LSTM(-1,4,2,0,{FORM,UPOS},{-1,0,1},{},{ID,FORM},{1,10},-1,-1) data/tagger.ts
+Classifier : tagger CNN(-1,{-2,-1,0,1,2},{},{FORM,UPOS},{-1,0,1},{},{ID,FORM},{1,10},-1,-1) data/tagger.ts
 Predictions : UPOS
 Strategy : sequential
   tagger tagger 1
diff --git a/UD_any/tokenizer/machine.rm b/UD_any/tokenizer/machine.rm
index 00982cd2056bf7a39ff3445a0ee4f556cc140be2..093a9bb89b4256010ae42ba0293bc50039c3cd90 100644
--- a/UD_any/tokenizer/machine.rm
+++ b/UD_any/tokenizer/machine.rm
@@ -1,5 +1,5 @@
 Name : Tokenizer Machine
-Classifier : tokenizer LSTM(-1,4,0,0,{FORM},{-1,0},{},{FORM},{10},5,5) data/tokenizer.ts
+Classifier : tokenizer LSTM(-1,{-3,-2,-1},{},{FORM},{-1,0},{},{FORM},{10},5,5) data/tokenizer.ts
 Predictions : ID FORM EOS
 Strategy : sequential
   tokenizer tokenizer ENDWORD 1