diff --git a/ui/easydiffusion/tasks/render_images.py b/ui/easydiffusion/tasks/render_images.py
index 528a33b1..9260349f 100644
--- a/ui/easydiffusion/tasks/render_images.py
+++ b/ui/easydiffusion/tasks/render_images.py
@@ -170,7 +170,7 @@ def print_task_info(
     output_format: OutputFormatData,
     save_data: SaveToDiskData,
 ):
-    req_str = pprint.pformat(get_printable_request(req, task_data, output_format, save_data)).replace("[", "\[")
+    req_str = pprint.pformat(get_printable_request(req, task_data, models_data, output_format, save_data)).replace("[", "\[")
     task_str = pprint.pformat(task_data.dict()).replace("[", "\[")
     models_data = pprint.pformat(models_data.dict()).replace("[", "\[")
     output_format = pprint.pformat(output_format.dict()).replace("[", "\[")
@@ -212,7 +212,7 @@ def make_images_internal(
     filtered_images = filter_images(context, images, filters, filter_params) if not user_stopped else images
 
     if save_data.save_to_disk_path is not None:
-        save_images_to_disk(images, filtered_images, req, task_data, output_format, save_data)
+        save_images_to_disk(images, filtered_images, req, task_data, models_data, output_format, save_data)
 
     seeds = [*range(req.seed, req.seed + len(images))]
     if task_data.show_only_filtered_image or filtered_images is images:
diff --git a/ui/easydiffusion/utils/save_utils.py b/ui/easydiffusion/utils/save_utils.py
index 0694ca33..457af921 100644
--- a/ui/easydiffusion/utils/save_utils.py
+++ b/ui/easydiffusion/utils/save_utils.py
@@ -7,7 +7,14 @@ from datetime import datetime
 from functools import reduce
 
 from easydiffusion import app
-from easydiffusion.types import GenerateImageRequest, TaskData, RenderTaskData, OutputFormatData, SaveToDiskData
+from easydiffusion.types import (
+    GenerateImageRequest,
+    TaskData,
+    RenderTaskData,
+    OutputFormatData,
+    SaveToDiskData,
+    ModelsData,
+)
 from numpy import base_repr
 from sdkit.utils import save_dicts, save_images
 from sdkit.models.model_loader.embeddings import get_embedding_token
@@ -122,6 +129,7 @@ def save_images_to_disk(
     filtered_images: list,
     req: GenerateImageRequest,
     task_data: RenderTaskData,
+    models_data: ModelsData,
     output_format: OutputFormatData,
     save_data: SaveToDiskData,
 ):
@@ -129,7 +137,7 @@ def save_images_to_disk(
     app_config = app.getConfig()
     folder_format = app_config.get("folder_format", "$id")
     save_dir_path = os.path.join(save_data.save_to_disk_path, format_folder_name(folder_format, req, task_data))
-    metadata_entries = get_metadata_entries_for_request(req, task_data, output_format, save_data)
+    metadata_entries = get_metadata_entries_for_request(req, task_data, models_data, output_format, save_data)
     file_number = calculate_img_number(save_dir_path, task_data)
     make_filename = make_filename_callback(
         app_config.get("filename_format", "$p_$tsb64"),
@@ -197,9 +205,13 @@ def save_images_to_disk(
 
 
 def get_metadata_entries_for_request(
-    req: GenerateImageRequest, task_data: RenderTaskData, output_format: OutputFormatData, save_data: SaveToDiskData
+    req: GenerateImageRequest,
+    task_data: RenderTaskData,
+    models_data: ModelsData,
+    output_format: OutputFormatData,
+    save_data: SaveToDiskData,
 ):
-    metadata = get_printable_request(req, task_data, output_format, save_data)
+    metadata = get_printable_request(req, task_data, models_data, output_format, save_data)
 
     # if text, format it in the text format expected by the UI
     is_txt_format = save_data.metadata_output_format and "txt" in save_data.metadata_output_format.lower().split(",")
@@ -222,7 +234,11 @@ def get_metadata_entries_for_request(
 
 
 def get_printable_request(
-    req: GenerateImageRequest, task_data: RenderTaskData, output_format: OutputFormatData, save_data: SaveToDiskData
+    req: GenerateImageRequest,
+    task_data: RenderTaskData,
+    models_data: ModelsData,
+    output_format: OutputFormatData,
+    save_data: SaveToDiskData,
 ):
     req_metadata = req.dict()
     task_data_metadata = task_data.dict()
@@ -240,27 +256,11 @@ def get_printable_request(
         elif key in task_data_metadata:
             metadata[key] = task_data_metadata[key]
 
-        if key == "use_embeddings_model" and using_diffusers:
-            embeddings_extensions = {".pt", ".bin", ".safetensors"}
+        if key == "use_embeddings_model" and task_data_metadata[key] and using_diffusers:
+            embeddings_used = models_data.model_paths["embeddings"]
+            embeddings_used = embeddings_used if isinstance(embeddings_used, list) else [embeddings_used]
 
-            def scan_directory(directory_path: str):
-                used_embeddings = []
-                for entry in os.scandir(directory_path):
-                    if entry.is_file():
-                        # Check if the filename has the right extension
-                        if not any(map(lambda ext: entry.name.endswith(ext), embeddings_extensions)):
-                            continue
-                        embedding_name_regex = regex.compile(
-                            r"(^|[\s,])" + regex.escape(get_embedding_token(entry.name)) + r"([+-]*$|[\s,]|[+-]+[\s,])"
-                        )
-                        if embedding_name_regex.search(req.prompt) or embedding_name_regex.search(req.negative_prompt):
-                            used_embeddings.append(entry.path)
-                    elif entry.is_dir():
-                        used_embeddings.extend(scan_directory(entry.path))
-                return used_embeddings
-
-            used_embeddings = scan_directory(os.path.join(app.MODELS_DIR, "embeddings"))
-            metadata["use_embeddings_model"] = used_embeddings if len(used_embeddings) > 0 else None
+            metadata["use_embeddings_model"] = embeddings_used if len(embeddings_used) > 0 else None
 
     # Clean up the metadata
     if req.init_image is None and "prompt_strength" in metadata: