fix wrong param and typo (#105)

Author: akaitsuki-ii

diffsynth_engine/models/basic/attention.py

@@ -62,7 +62,7 @@ def sage_attn(q, k, v, attn_mask=None, scale=None):
 if SPARGE_ATTN_AVAILABLE:
     from spas_sage_attn import spas_sage2_attn_meansim_cuda
 
-    def sparge_attn(self, q, k, v, attn_mask=None, scale=None):
+    def sparge_attn(q, k, v, attn_mask=None, scale=None):
         q = q.transpose(1, 2)
         k = k.transpose(1, 2)
         v = v.transpose(1, 2)

diffsynth_engine/models/flux/flux_dit.py

@@ -156,7 +156,7 @@ def convert(self, state_dict: Dict[str, torch.Tensor]) -> Dict[str, torch.Tensor
             state_dict = self._from_diffusers(state_dict)
             logger.info("use diffusers format state dict")
         else:
-            logger.info("user diffsynth format state dict")
+            logger.info("use diffsynth format state dict")
         return state_dict
 
 

diffsynth_engine/models/flux/flux_text_encoder.py

@@ -37,7 +37,7 @@ def convert(self, state_dict: Dict[str, torch.Tensor]) -> Dict[str, torch.Tensor
             state_dict = self._from_diffusers(state_dict)
             logger.info("use diffusers format state dict")
         else:
-            logger.info("user diffsynth format state dict")
+            logger.info("use diffsynth format state dict")
         return state_dict
 
 

diffsynth_engine/models/sd/sd_unet.py

@@ -167,7 +167,7 @@ def convert(self, state_dict: Dict[str, torch.Tensor]) -> Dict[str, torch.Tensor
             state_dict = self._from_diffusers(state_dict)
             logger.info("use diffusers format state dict")
         else:
-            logger.info("user diffsynth format state dict")
+            logger.info("use diffsynth format state dict")
         return state_dict
 
 

diffsynth_engine/models/sdxl/sdxl_unet.py

@@ -154,7 +154,7 @@ def convert(self, state_dict: Dict[str, torch.Tensor]) -> Dict[str, torch.Tensor
             state_dict = self._from_diffusers(state_dict)
             logger.info("use diffusers format state dict")
         else:
-            logger.info("user diffsynth format state dict")
+            logger.info("use diffsynth format state dict")
         return state_dict