diff --git a/Project.toml b/Project.toml
index 99103d0..6871f43 100644
--- a/Project.toml
+++ b/Project.toml
@@ -12,8 +12,8 @@ Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 [compat]
 Distributions = "0.23, 0.24, 0.25"
 GLM = "1.4"
-MLJModelInterface = "0.3.6, 0.4, 1"
-Tables = "^1.1"
+MLJModelInterface = "1.4"
+Tables = "1.1"
 julia = "1.6"
 
 [extras]
diff --git a/src/MLJGLMInterface.jl b/src/MLJGLMInterface.jl
index a1a4022..1536d47 100644
--- a/src/MLJGLMInterface.jl
+++ b/src/MLJGLMInterface.jl
@@ -519,7 +519,6 @@ metadata_model(
     input = Table(Continuous),
     target = AbstractVector{Continuous},
     supports_weights = true,
-    descr = LR_DESCR,
     path = "$PKG.LinearRegressor"
 )
 
@@ -528,7 +527,6 @@ metadata_model(
     input = Table(Continuous),
     target = AbstractVector{<:Finite{2}},
     supports_weights = true,
-    descr = LBC_DESCR,
     path = "$PKG.LinearBinaryClassifier"
 )
 
@@ -537,7 +535,6 @@ metadata_model(
     input = Table(Continuous),
     target = AbstractVector{Count},
     supports_weights = true,
-    descr = LCR_DESCR,
     path = "$PKG.LinearCountRegressor"
 )