Merge branch 'main' into xpu-enabling2

Author: hlky

examples/dreambooth/train_dreambooth_lora_sana.py

@@ -995,7 +995,8 @@ def main(args):
     if args.enable_npu_flash_attention:
         if is_torch_npu_available():
             logger.info("npu flash attention enabled.")
-            transformer.enable_npu_flash_attention()
+            for block in transformer.transformer_blocks:
+                block.attn2.set_use_npu_flash_attention(True)
         else:
             raise ValueError("npu flash attention requires torch_npu extensions and is supported only on npu device ")
 

examples/model_search/README.md

@@ -82,31 +82,11 @@ pipeline = EasyPipelineForInpainting.from_huggingface(
 ## Search Civitai and Huggingface
 
 ```python
-from pipeline_easy import (
-    search_huggingface,
-    search_civitai,
-) 
-
-# Search Lora
-Lora = search_civitai(
-    "Keyword_to_search_Lora",
-    model_type="LORA",
-    base_model = "SD 1.5",
-    download=True,
-    )
 # Load Lora into the pipeline.
-pipeline.load_lora_weights(Lora)
-
+pipeline.auto_load_lora_weights("Detail Tweaker")
 
-# Search TextualInversion
-TextualInversion = search_civitai(
-    "EasyNegative",
-    model_type="TextualInversion",
-    base_model = "SD 1.5",
-    download=True
-)
 # Load TextualInversion into the pipeline.
-pipeline.load_textual_inversion(TextualInversion, token="EasyNegative")
+pipeline.auto_load_textual_inversion("EasyNegative", token="EasyNegative")
 ```
 
 ### Search Civitai