diff --git a/scripts/marian-train.sh b/scripts/marian-train.sh
index c655794..2b1d106 100755
--- a/scripts/marian-train.sh
+++ b/scripts/marian-train.sh
@@ -21,16 +21,12 @@ target_file="$corpus_path"/train/train."$target_suffix"
 target_vocab="$target_file".vocab."$bpe_merges"
 
 
-./marian/build/marian \
+../marian/build/marian \
 --model model/model.npz --type transformer \
---overwrite
+--overwrite \
 --train-sets "$source_file" "$target_file" \
 --max-length 100 \
---vocabs "$source_vocab" "$target_vocab" \
-#--vocabs model/vocab.ende.yml model/vocab.ende.yml \
 --mini-batch-fit -w 10000 --maxi-batch 1000 \
---after_epochs "$epochs" \
-#--early-stopping 10 \
 --valid-freq 5000 \
 --save-freq 5000 \
 --disp-freq 500 \
@@ -43,8 +39,13 @@ target_vocab="$target_file".vocab."$bpe_merges"
 --learn-rate 0.0003 --lr-warmup 16000 --lr-decay-inv-sqrt 16000 --lr-report \
 --optimizer-params 0.9 0.98 1e-09 --clip-norm 5 \
 --tied-embeddings-all \
---exponential-smoothing
+--exponential-smoothing \
 --log model/train.log \
+--vocabs "$source_vocab" "$target_vocab" \
+--after_epochs "$epochs" \
+
+#--vocabs model/vocab.ende.yml model/vocab.ende.yml \
+#--early-stopping 10 \
 #--valid-log model/valid.log \
 #--valid-metrics cross-entropy perplexity translation \
 #--valid-sets data/valid.bpe.en data/valid.bpe.de \