diff --git a/src/diffusers/loaders.py b/src/diffusers/loaders.py
index 11e600e59884..d0a9b3e2d382 100644
--- a/src/diffusers/loaders.py
+++ b/src/diffusers/loaders.py
@@ -27,6 +27,7 @@
 from packaging import version
 from torch import nn
 
+from . import __version__
 from .models.modeling_utils import _LOW_CPU_MEM_USAGE_DEFAULT, load_model_dict_into_meta
 from .utils import (
     DIFFUSERS_CACHE,
@@ -1708,7 +1709,8 @@ def _remove_text_encoder_monkey_patch(self):
 
     @classmethod
     def _remove_text_encoder_monkey_patch_classmethod(cls, text_encoder):
-        deprecate("_remove_text_encoder_monkey_patch_classmethod", "0.23", LORA_DEPRECATION_MESSAGE)
+        if version.parse(__version__) > version.parse("0.23"):
+            deprecate("_remove_text_encoder_monkey_patch_classmethod", "0.25", LORA_DEPRECATION_MESSAGE)
 
         for _, attn_module in text_encoder_attn_modules(text_encoder):
             if isinstance(attn_module.q_proj, PatchedLoraProjection):
@@ -1736,7 +1738,8 @@ def _modify_text_encoder(
         r"""
         Monkey-patches the forward passes of attention modules of the text encoder.
         """
-        deprecate("_modify_text_encoder", "0.23", LORA_DEPRECATION_MESSAGE)
+        if version.parse(__version__) > version.parse("0.23"):
+            deprecate("_modify_text_encoder", "0.25", LORA_DEPRECATION_MESSAGE)
 
         def create_patched_linear_lora(model, network_alpha, rank, dtype, lora_parameters):
             linear_layer = model.regular_linear_layer if isinstance(model, PatchedLoraProjection) else model
@@ -2123,7 +2126,8 @@ def fuse_text_encoder_lora(text_encoder, lora_scale=1.0):
                         module.merge()
 
         else:
-            deprecate("fuse_text_encoder_lora", "0.23", LORA_DEPRECATION_MESSAGE)
+            if version.parse(__version__) > version.parse("0.23"):
+                deprecate("fuse_text_encoder_lora", "0.25", LORA_DEPRECATION_MESSAGE)
 
             def fuse_text_encoder_lora(text_encoder, lora_scale=1.0):
                 for _, attn_module in text_encoder_attn_modules(text_encoder):
@@ -2173,7 +2177,8 @@ def unfuse_text_encoder_lora(text_encoder):
                         module.unmerge()
 
         else:
-            deprecate("unfuse_text_encoder_lora", "0.23", LORA_DEPRECATION_MESSAGE)
+            if version.parse(__version__) > version.parse("0.23"):
+                deprecate("unfuse_text_encoder_lora", "0.25", LORA_DEPRECATION_MESSAGE)
 
             def unfuse_text_encoder_lora(text_encoder):
                 for _, attn_module in text_encoder_attn_modules(text_encoder):