diff --git a/mhcflurry/downloads.yml b/mhcflurry/downloads.yml
index d527f46e8fb6add5a82688473f6d32a724970d9b..788302c89639f3db3896cdd050556736ddc81414 100644
--- a/mhcflurry/downloads.yml
+++ b/mhcflurry/downloads.yml
@@ -21,12 +21,11 @@ releases:
         compatibility-version: 2
         downloads:
             - name: models_class1_pan
-              url: https://github.com/openvax/mhcflurry/releases/download/1.4.0/models_class1_pan.20200101.tar.bz2
+              url: https://github.com/openvax/mhcflurry/releases/download/1.6.0/models_class1_pan.selected.20200102.tar.bz2
               default: false
 
             - name: models_class1_pan_unselected
-              part_urls:
-                - https://github.com/openvax/mhcflurry/releases/download/1.4.0/models_class1_pan_unselected.20200101.tar.bz2.part.aa
+              url: https://github.com/openvax/mhcflurry/releases/download/1.6.0/models_class1_pan.20200102.tar.bz2
               default: false
 
             - name: models_class1_pan_refined