diff --git a/config/ace_plus_fft.yaml b/config/ace_plus_fft.yaml
index 889c92d..8250630 100644
--- a/config/ace_plus_fft.yaml
+++ b/config/ace_plus_fft.yaml
@@ -72,7 +72,7 @@ MODEL:
   FIRST_STAGE_MODEL:
     NAME: AutoencoderKLFlux
     EMBED_DIM: 16
-    PRETRAINED_MODEL: ${FLUX_FILL_PATH}/ae.safetensors
+    PRETRAINED_MODEL: ${FLUX_FILL_PATH}@ae.safetensors
     IGNORE_KEYS: [ ]
     BATCH_SIZE: 8
     USE_CONV: False
@@ -116,11 +116,11 @@ MODEL:
       # HF_MODEL_CLS DESCRIPTION: huggingface cls in transfomer TYPE: NoneType default: None
       HF_MODEL_CLS: T5EncoderModel
       # MODEL_PATH DESCRIPTION: model folder path TYPE: NoneType default: None
-      MODEL_PATH: ${FLUX_FILL_PATH}/text_encoder_2/
+      MODEL_PATH: ${FLUX_FILL_PATH}@text_encoder_2/
       # HF_TOKENIZER_CLS DESCRIPTION: huggingface cls in transfomer TYPE: NoneType default: None
       HF_TOKENIZER_CLS: T5Tokenizer
       # TOKENIZER_PATH DESCRIPTION: tokenizer folder path TYPE: NoneType default: None
-      TOKENIZER_PATH: ${FLUX_FILL_PATH}/tokenizer_2/
+      TOKENIZER_PATH: ${FLUX_FILL_PATH}@tokenizer_2/
       ADDED_IDENTIFIER: [ '<img>','{image}', '{caption}', '{mask}', '{ref_image}', '{image1}', '{image2}', '{image3}', '{image4}', '{image5}', '{image6}', '{image7}', '{image8}', '{image9}' ]
       # MAX_LENGTH DESCRIPTION: max length of input TYPE: int default: 77
       MAX_LENGTH: 512
@@ -138,11 +138,11 @@ MODEL:
       # HF_MODEL_CLS DESCRIPTION: huggingface cls in transfomer TYPE: NoneType default: None
       HF_MODEL_CLS: CLIPTextModel
       # MODEL_PATH DESCRIPTION: model folder path TYPE: NoneType default: None
-      MODEL_PATH: ${FLUX_FILL_PATH}/text_encoder/
+      MODEL_PATH: ${FLUX_FILL_PATH}@text_encoder/
       # HF_TOKENIZER_CLS DESCRIPTION: huggingface cls in transfomer TYPE: NoneType default: None
       HF_TOKENIZER_CLS: CLIPTokenizer
       # TOKENIZER_PATH DESCRIPTION: tokenizer folder path TYPE: NoneType default: None
-      TOKENIZER_PATH: ${FLUX_FILL_PATH}/tokenizer/
+      TOKENIZER_PATH: ${FLUX_FILL_PATH}@tokenizer/
       # MAX_LENGTH DESCRIPTION: max length of input TYPE: int default: 77
       MAX_LENGTH: 77
       # OUTPUT_KEY DESCRIPTION: output key TYPE: str default: 'last_hidden_state'