diff --git a/src/transformers/models/idefics2/modeling_idefics2.py b/src/transformers/models/idefics2/modeling_idefics2.py
index 6acabad0635b..cb435e155386 100644
--- a/src/transformers/models/idefics2/modeling_idefics2.py
+++ b/src/transformers/models/idefics2/modeling_idefics2.py
@@ -1344,9 +1344,6 @@ class Idefics2PreTrainedModel(PreTrainedModel):
     _supports_cache_class = True
 
     def _init_weights(self, module):
-        # important: this ported version of Idefics2 isn't meant for training from scratch - only
-        # inference and fine-tuning - so the proper init weights code has been removed - the original codebase
-        # https://github.com/haotian-liu/LLaVA/tree/main/idefics2 should serve for that purpose
         std = (
             self.config.text_config.initializer_range
             if hasattr(self.config, "initializer_range")
diff --git a/src/transformers/models/video_llava/modeling_video_llava.py b/src/transformers/models/video_llava/modeling_video_llava.py
index 19829d33479d..4e78fe2011f6 100644
--- a/src/transformers/models/video_llava/modeling_video_llava.py
+++ b/src/transformers/models/video_llava/modeling_video_llava.py
@@ -129,9 +129,6 @@ class VideoLlavaPreTrainedModel(PreTrainedModel):
     _no_split_modules = ["VideoLlavaVisionAttention"]
 
     def _init_weights(self, module):
-        # important: this ported version of VideoLlava isn't meant for training from scratch - only
-        # inference and fine-tuning - so the proper init weights code has been removed - the original codebase
-        # https://github.com/haotian-liu/LLaVA/tree/main/video_llava should serve for that purpose
         std = (
             self.config.initializer_range
             if hasattr(self.config, "initializer_range")