diff --git a/UD_any/morpho/machine.rm b/UD_any/morpho/machine.rm
index 5c94b8085684b9dfa5d3e400e5d11e77cd501d93..61f4a8481c4c4426184d94484365a8d909ce22fc 100644
--- a/UD_any/morpho/machine.rm
+++ b/UD_any/morpho/machine.rm
@@ -1,5 +1,5 @@
 Name : Feats Machine
-Classifier : feats CNN(2,2,0,{FORM,UPOS},{-1,0,1},{},{FORM,FEATS},{10,8}) {data/morpho_parts.ts}
+Classifier : tokenizer LSTM(-1,{-3,-2,-1,0,1,2},{},{FORM,UPOS},{-1,0},{},{ID,FORM,FEATS},{1,10,10},-1,-1) {data/morpho_parts.ts}
 Predictions : FEATS
 Strategy : sequential
   morpho morpho NOTHING 1
diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index dd17940e55c6d49964403592eb79185f5f648886..50ea8ea39821809c68d6c9b10330475893a4a9af 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -1,5 +1,5 @@
 Name : Tagger Machine
-Classifier : tagger CNN(-1,{-2,-1,0,1,2},{},{FORM,UPOS},{-1,0,1},{},{ID,FORM},{1,10},-1,-1) {data/tagger.ts}
+Classifier : tokenizer LSTM(-1,{-3,-2,-1,0,1,2},{},{FORM,UPOS},{-1,0},{},{ID,FORM},{1,10},-1,-1) {data/morpho_parts.ts}
 Predictions : UPOS
 Strategy : sequential
   tagger tagger 1