diff --git a/mhcflurry/downloads.yml b/mhcflurry/downloads.yml
index 2d5a5ec1599c9950c73de87c6a4465005a4c842a..ed2514a96c41b63baf32d1ff9521d91dfa822440 100644
--- a/mhcflurry/downloads.yml
+++ b/mhcflurry/downloads.yml
@@ -33,9 +33,7 @@ releases:
               default: false
 
             - name: models_class1_pan_variants
-              part_urls:
-                - https://github.com/openvax/mhcflurry/releases/download/1.4.0/models_class1_pan_variants.20200101.tar.bz2.part.aa
-                - https://github.com/openvax/mhcflurry/releases/download/1.4.0/models_class1_pan_variants.20200101.tar.bz2.part.ab
+              url: https://github.com/openvax/mhcflurry/releases/download/1.6.0/models_class1_pan_variants.selected.20200103.tar.bz2
               default: false
 
             - name: data_mass_spec_benchmark