diff --git a/src/transformers/models/auto/modeling_auto.py b/src/transformers/models/auto/modeling_auto.py
index 3d6d4eaea787..5bc4ef935969 100644
--- a/src/transformers/models/auto/modeling_auto.py
+++ b/src/transformers/models/auto/modeling_auto.py
@@ -130,7 +130,7 @@ class _BaseModelWithGenerate(PreTrainedModel, GenerationMixin):
         ("dpr", "DPRQuestionEncoder"),
         ("dpt", "DPTModel"),
         ("efficientformer", "EfficientFormerModel"),
-        ("efficientloftr", "EfficientLoFTRModel"),
+        ("efficientloftr", ("EfficientLoFTRModel", "EfficientLoFTRForKeypointMatching")),
         ("efficientnet", "EfficientNetModel"),
         ("electra", "ElectraModel"),
         ("emu3", "Emu3Model"),