diff --git a/configs/config.quickstart.yml b/configs/config.quickstart.yml
index cd8b52e2c..2a0a9ca73 100644
--- a/configs/config.quickstart.yml
+++ b/configs/config.quickstart.yml
@@ -4,7 +4,6 @@ experiment:
   langpairs:
     - et-en
     - fi-en
-    - hu-en
 
   #URL to the OPUS-MT model to use as the teacher
   opusmt-teacher: "https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus4m-2020-08-12.zip"
@@ -12,11 +11,30 @@ experiment:
   #URL to the OPUS-MT model to use as the backward model
   opusmt-backward: "https://object.pouta.csc.fi/Tatoeba-MT-models/eng-fiu/opus2m-2020-08-01.zip"
   one2many-backward: True
-    
+  
+  parallel-max-sentences: 1000
   split-length: 10000
+  spm-sample-size: 400
 
   best-model: perplexity
 
+marian-args:
+  training-student:
+    disp-freq: 10
+    save-freq: 100
+    valid-freq: 100
+    after: 500u
+  training-student-finetuned:
+    disp-freq: 10
+    save-freq: 100
+    valid-freq: 100
+    after: 500u
+  decoding-backward:
+    mini-batch-words: 2000
+  decoding-teacher:
+    mini-batch-words: 1000
+    precision: float16
+
 datasets:
   train:
     - opus_ELRC_2922