fix gemma3 patch doc

Author: eljandoubi

src/liger_kernel/transformers/gema3_rms.py

@@ -2,7 +2,7 @@
 
 
 class LigerRMSNormForGemma3(LigerRMSNorm):
-    """Gemma3RMSNorm has a dim argument not hidden_size."""
+    """Gemma3RMSNorm has a dim argument not hidden_size used in q_norm and k_norm."""
 
     def __init__(self, dim, eps=0.000001, offset=1.0, casting_mode="gemma", init_fn="zeros", in_place=False):
         super().__init__(dim, eps, offset, casting_mode, init_fn, in_place)

src/liger_kernel/transformers/monkey_patch.py

@@ -610,7 +610,7 @@ def apply_liger_kernel_to_gemma3(
     model: PreTrainedModel = None,
 ) -> None:
     """
-    Apply Liger kernels to replace original implementation in HuggingFace PaliGemma
+    Apply Liger kernels to replace original implementation in HuggingFace Gemma3
 
     Args:
         rope (bool): Whether to apply Liger's rotary position embedding. Default is True.