diff --git a/api/onnx_web/convert/diffusion/textual_inversion.py b/api/onnx_web/convert/diffusion/textual_inversion.py
index 117c258f..9dcfda50 100644
--- a/api/onnx_web/convert/diffusion/textual_inversion.py
+++ b/api/onnx_web/convert/diffusion/textual_inversion.py
@@ -14,7 +14,12 @@ logger = getLogger(__name__)
 
 @torch.no_grad()
 def convert_diffusion_textual_inversion(
-    context: ConversionContext, name: str, base_model: str, inversion: str, format: str, base_token: Optional[str] = None,
+    context: ConversionContext,
+    name: str,
+    base_model: str,
+    inversion: str,
+    format: str,
+    base_token: Optional[str] = None,
 ):
     dest_path = path.join(context.model_path, f"inversion-{name}")
     logger.info(
diff --git a/api/onnx_web/main.py b/api/onnx_web/main.py
index d267cef4..df56781c 100644
--- a/api/onnx_web/main.py
+++ b/api/onnx_web/main.py
@@ -10,6 +10,8 @@ from setproctitle import setproctitle
 from torch.multiprocessing import set_start_method
 
 from .server.api import register_api_routes
+from .server.context import ServerContext
+from .server.hacks import apply_patches
 from .server.load import (
     get_available_platforms,
     load_extras,
@@ -17,8 +19,6 @@ from .server.load import (
     load_params,
     load_platforms,
 )
-from .server.context import ServerContext
-from .server.hacks import apply_patches
 from .server.static import register_static_routes
 from .server.utils import check_paths
 from .utils import is_debug
diff --git a/api/onnx_web/server/api.py b/api/onnx_web/server/api.py
index d6dea6eb..5cad5604 100644
--- a/api/onnx_web/server/api.py
+++ b/api/onnx_web/server/api.py
@@ -31,6 +31,7 @@ from ..utils import (
     sanitize_name,
 )
 from ..worker.pool import DevicePoolExecutor
+from .context import ServerContext
 from .load import (
     get_available_platforms,
     get_config_params,
@@ -43,7 +44,6 @@ from .load import (
     get_noise_sources,
     get_upscaling_models,
 )
-from .context import ServerContext
 from .params import border_from_request, pipeline_from_request, upscale_from_request
 from .utils import wrap_route
 
diff --git a/api/onnx_web/server/load.py b/api/onnx_web/server/load.py
index 83095912..8cd20432 100644
--- a/api/onnx_web/server/load.py
+++ b/api/onnx_web/server/load.py
@@ -3,13 +3,12 @@ from glob import glob
 from logging import getLogger
 from os import path
 from typing import Any, Dict, List, Union
-from jsonschema import ValidationError, validate
 
 import torch
 import yaml
+from jsonschema import ValidationError, validate
 from yaml import safe_load
 
-from ..utils import merge
 from ..image import (  # mask filters; noise sources
     mask_filter_gaussian_multiply,
     mask_filter_gaussian_screen,
@@ -23,6 +22,7 @@ from ..image import (  # mask filters; noise sources
 )
 from ..params import DeviceParams
 from ..torch_before_ort import get_available_providers
+from ..utils import merge
 from .context import ServerContext
 
 logger = getLogger(__name__)
@@ -146,20 +146,27 @@ def load_extras(context: ServerContext):
                         for model in data[model_type]:
                             if "label" in model:
                                 model_name = model["name"]
-                                logger.debug("collecting label for model %s from %s", model_name, file)
+                                logger.debug(
+                                    "collecting label for model %s from %s",
+                                    model_name,
+                                    file,
+                                )
                                 labels[model_name] = model["label"]
 
             except Exception as err:
                 logger.error("error loading extras file: %s", err)
 
     logger.debug("adding labels to strings: %s", labels)
-    merge(strings, {
-        "en": {
-            "translation": {
-                "model": labels,
+    merge(
+        strings,
+        {
+            "en": {
+                "translation": {
+                    "model": labels,
+                }
             }
-        }
-    })
+        },
+    )
 
     extra_strings = strings
 
@@ -170,9 +177,7 @@ def list_model_globs(context: ServerContext, globs: List[str]) -> List[str]:
         pattern_path = path.join(context.model_path, pattern)
         logger.debug("loading models from %s", pattern_path)
 
-        models.extend([
-            get_model_name(f) for f in glob(pattern_path)
-        ])
+        models.extend([get_model_name(f) for f in glob(pattern_path)])
 
     unique_models = list(set(models))
     unique_models.sort()
@@ -185,25 +190,37 @@ def load_models(context: ServerContext) -> None:
     global inversion_models
     global upscaling_models
 
-    diffusion_models = list_model_globs(context, [
-        "diffusion-*",
-        "stable-diffusion-*",
-    ])
+    diffusion_models = list_model_globs(
+        context,
+        [
+            "diffusion-*",
+            "stable-diffusion-*",
+        ],
+    )
     logger.debug("loaded diffusion models from disk: %s", diffusion_models)
 
-    correction_models = list_model_globs(context, [
-        "correction-*",
-    ])
+    correction_models = list_model_globs(
+        context,
+        [
+            "correction-*",
+        ],
+    )
     logger.debug("loaded correction models from disk: %s", correction_models)
 
-    inversion_models = list_model_globs(context, [
-        "inversion-*",
-    ])
+    inversion_models = list_model_globs(
+        context,
+        [
+            "inversion-*",
+        ],
+    )
     logger.debug("loaded inversion models from disk: %s", inversion_models)
 
-    upscaling_models = list_model_globs(context, [
-        "upscaling-*",
-    ])
+    upscaling_models = list_model_globs(
+        context,
+        [
+            "upscaling-*",
+        ],
+    )
     logger.debug("loaded upscaling models from disk: %s", upscaling_models)
 
 
diff --git a/api/onnx_web/server/params.py b/api/onnx_web/server/params.py
index ca492393..6797177d 100644
--- a/api/onnx_web/server/params.py
+++ b/api/onnx_web/server/params.py
@@ -7,13 +7,13 @@ from flask import request
 from ..diffusers.load import pipeline_schedulers
 from ..params import Border, DeviceParams, ImageParams, Size, UpscaleParams
 from ..utils import get_and_clamp_float, get_and_clamp_int, get_from_list, get_not_empty
+from .context import ServerContext
 from .load import (
     get_available_platforms,
     get_config_value,
     get_correction_models,
     get_upscaling_models,
 )
-from .context import ServerContext
 from .utils import get_model_path
 
 logger = getLogger(__name__)
diff --git a/api/onnx_web/utils.py b/api/onnx_web/utils.py
index 52445c6d..54c913e8 100644
--- a/api/onnx_web/utils.py
+++ b/api/onnx_web/utils.py
@@ -110,15 +110,16 @@ def sanitize_name(name):
 
 def merge(a, b, path=None):
     "merges b into a"
-    if path is None: path = []
+    if path is None:
+        path = []
     for key in b:
         if key in a:
             if isinstance(a[key], dict) and isinstance(b[key], dict):
                 merge(a[key], b[key], path + [str(key)])
             elif a[key] == b[key]:
-                pass # same leaf value
+                pass  # same leaf value
             else:
-                raise Exception("Conflict at %s" % '.'.join(path + [str(key)]))
+                raise Exception("Conflict at %s" % ".".join(path + [str(key)]))
         else:
             a[key] = b[key]
     return a
diff --git a/api/pyproject.toml b/api/pyproject.toml
index e337c1f2..aabd4334 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -9,8 +9,8 @@ skip_glob = ["*/lpw_stable_diffusion_onnx.py", "*/pipeline_onnx_stable_diffusion
 [tool.mypy]
 # ignore_missing_imports = true
 exclude = [
-    "onnx_web.diffusion.lpw_stable_diffusion_onnx",
-    "onnx_web.diffusion.pipeline_onnx_stable_diffusion_upscale"
+    "onnx_web.diffusers.lpw_stable_diffusion_onnx",
+    "onnx_web.diffusers.pipeline_onnx_stable_diffusion_upscale"
 ]
 
 [[tool.mypy.overrides]]
diff --git a/api/setup.cfg b/api/setup.cfg
index 9986d4f6..c006aef5 100644
--- a/api/setup.cfg
+++ b/api/setup.cfg
@@ -6,5 +6,5 @@ ignore = E203, W503
 max-line-length = 160
 per-file-ignores = __init__.py:F401
 exclude =
-    onnx_web/diffusion/lpw_stable_diffusion_onnx.py
-    onnx_web/diffusion/pipeline_onnx_stable_diffusion_upscale.py
\ No newline at end of file
+    onnx_web/diffusers/lpw_stable_diffusion_onnx.py
+    onnx_web/diffusers/pipeline_onnx_stable_diffusion_upscale.py
\ No newline at end of file