diff --git a/Artifacts.toml b/Artifacts.toml
index 29938543446820f3a22bf6663b36f65022d36d99..e1a3f6961d64bfa3d8f1823d8e78b68666a64e19 100644
--- a/Artifacts.toml
+++ b/Artifacts.toml
@@ -6,6 +6,14 @@ lazy = true
 	url = "https://gitlab.pasteur.fr/nyx/artefacts/-/raw/fe60db0bcd5bfabfa2c4bed3f3b2e2c84883565f/MaggotUBA/20230524-6behaviors-25-0.tgz?inline=false"
 	sha256 = "d9d8f22244405d6c5d242edbbb308d8fea8e102a12ab6b91c3b1aec7699a30bd"
 
+[20230524-6behaviors-25]
+git-tree-sha1 = "ecd2e8f05830ff5b67792579ebf9e10f0136c7e3"
+lazy = true
+
+	[[20230524-6behaviors-25.download]]
+	url = "https://gitlab.pasteur.fr/nyx/artefacts/-/raw/dfa8c7e32fe31d7e66d19eed8e5a15ed80b155c3/MaggotUBA/20230524-6behaviors-25.tgz?inline=false"
+	sha256 = "77b1625220fda3f6b0cb22e68c0499e0a101d286a295ee12cbf10c081788e6bb"
+
 [20230524-hunch-25]
 git-tree-sha1 = "08c392a892c43c56961573e241b6c0ad0d1ba3f7"
 lazy = true
@@ -21,3 +29,11 @@ lazy = true
 	[[20230524-roll-25-0.download]]
 	url = "https://gitlab.pasteur.fr/nyx/artefacts/-/raw/fe60db0bcd5bfabfa2c4bed3f3b2e2c84883565f/MaggotUBA/20230524-roll-25-0.tgz?inline=false"
 	sha256 = "4fee6d8f6e3902c0c5994123c5b7a064c37bc95362a1fcbd0fc145b376a487b8"
+
+[20230524-roll-25]
+git-tree-sha1 = "0cc048800c6ba80307cf30a9aca6a64c788d90b8"
+lazy = true
+
+	[[20230524-roll-25.download]]
+	url = "https://gitlab.pasteur.fr/nyx/artefacts/-/raw/dfa8c7e32fe31d7e66d19eed8e5a15ed80b155c3/MaggotUBA/20230524-roll-25.tgz?inline=false"
+	sha256 = "bf453181518acfbb5e3ca44d7d12bd07401943c77c7f53adee1efd3514349503"
diff --git a/pyproject.toml b/pyproject.toml
index 36beca9fda018d3711b19bfffaee71551477ff54..d9f42805d6b9d0338f3e30dfe33c3d3c8ae20ff4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "MaggotUBA-adapter"
-version = "0.13.0"
+version = "0.14.0"
 description = "Interface between MaggotUBA and the Nyx tagging UI"
 authors = ["François Laurent"]
 license = "MIT"
@@ -14,7 +14,7 @@ maggotuba-core = {git = "https://gitlab.pasteur.fr/nyx/MaggotUBA-core", tag = "v
 torch = "^1.11.0"
 numpy = "^1.19.3"
 protobuf = "3.9.2"
-taggingbackends = {git = "https://gitlab.pasteur.fr/nyx/TaggingBackends", tag = "v0.13"}
+taggingbackends = {git = "https://gitlab.pasteur.fr/nyx/TaggingBackends", tag = "v0.13.1"}
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/scripts/make_models.jl b/scripts/make_models.jl
index 404118221a795333d9fcdef6a3cd9034b5afa0a1..1cc5d9d8cdc891d853d216c99f6940ac9f67586c 100755
--- a/scripts/make_models.jl
+++ b/scripts/make_models.jl
@@ -24,9 +24,9 @@ function main(args=ARGS)
         print("missing model name")
         exit()
     elseif length(args) == 1 && args[1] == "default"
-        args = ["20230524-6behaviors-25-0", "20230524-hunch-25", "20230524-roll-25-0"]
+        args = ["20230524-6behaviors-25", "20230524-hunch-25", "20230524-roll-25"]
         cd(mkpath(joinpath(projectdir, "pretrained_models"))) do
-            symlink("20230524-6behaviors-25-0", "default"; dir_target=true)
+            symlink("20230524-6behaviors-25", "default"; dir_target=true)
         end
     end
     for arg in args