diff --git a/.travis.yml b/.travis.yml
index 2071111344af6bdb710f2053a92c66b863537c37..05cb0e24f61dba3fa62021b350d28fe58926bb88 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -43,7 +43,7 @@ env:
     - KERAS_BACKEND=tensorflow
 script:
   # download data and models, then run tests
-  - mhcflurry-downloads fetch data_curated models_class1 models_class1_pan allele_sequences
+  - mhcflurry-downloads fetch data_curated models_class1 models_class1_pan allele_sequences random_peptide_predictions
   - mhcflurry-downloads info  # just to test this command works
   - nosetests test -sv
   - ./lint.sh