diff --git a/requirements_3.11.txt b/requirements_3.11.txt
new file mode 100644
index 0000000..fabec7a
--- /dev/null
+++ b/requirements_3.11.txt
@@ -0,0 +1,12 @@
+numpy==1.22.2
+numexpr==2.8.1
+opencv-python==4.5.5.62
+scipy==1.8.0
+tensorflow==2.9.0
+colorama==0.4.4
+tqdm==4.62.3
+ffmpeg-python==0.2.0
+Pillow==8.4.0
+scikit-image==0.19.2
+h5py==3.6.0
+PyQt5==5.15.4
\ No newline at end of file
diff --git a/requirements_3.11_arm64.txt b/requirements_3.11_arm64.txt
new file mode 100644
index 0000000..364ad6c
--- /dev/null
+++ b/requirements_3.11_arm64.txt
@@ -0,0 +1,99 @@
+psutil>=5.8.0
+numpy==1.22.0
+numexpr<=2.8.1
+opencv-python<=4.6.0.66
+scikit-image<=0.19.3
+scikit-learn<=1.0.2
+scipy<=1.8.1
+tifffile<=2022.5.4
+pyparsing==3.0.9
+pillow
+tqdm<=4.64.0
+colorama<=0.4.4
+cython<=0.29.26
+PyWavelets<=1.3.0
+imageio<=2.19.3
+networkx<=2.8.4
+packaging<=21.3
+image
+timm
+PlL
+moviepy
+absl-py<=1.1.0
+astunparse
+cachetools<=5.2.0
+certifi<=2022.6.15
+charset-normalizer<=2.1.0
+flatbuffers<=1.12
+gast
+google-auth
+google-auth-oauthlib<=0.4.6
+google-pasta<=0.2.0
+grpcio
+h5py<=3.7.0
+idna<=3.3
+keras<=2.9.0
+keras-preprocessing
+libclang<=14.0.1
+markdown<=3.3.7
+oauthlib<=3.2.0
+opt-einsum<=3.3.0
+pyasn1==0.4.8
+pyasn1-modules<=0.2.8
+requests<=2.28.1
+requests-oauthlib<=1.3.1
+rsa<=4.8
+six
+Flask<=2.1.3
+Jinja2<=3.1.2
+Mako<=1.2.1
+MarkupSafe<=2.1.1
+alembic<=1.8.1
+click<=8.1.3
+cloudpickle<=2.1.0
+databricks-cli
+docker<=5.0.3
+entrypoints<=0.4
+gitdb<=4.0.9
+gitpython<=3.1.27
+gunicorn<=20.1.0
+importlib-metadata<=4.12.0
+itsdangerous<=2.1.2
+mlflow<=1.27.0
+pandas<=1.4.3
+prometheus-client<=0.14.1
+prometheus-flask-exporter<=0.20.2
+pyjwt<=2.4.0
+python-dateutil<=2.8.2
+pytz<=2022.1
+pyyaml<=6.0
+querystring-parser<=1.2.4
+smmap<=5.0.0
+sqlalchemy<=1.4.39
+sqlparse<=0.4.2
+tabulate<=0.8.10
+websocket-client<=1.3.3
+zipp<=3.8.1
+tensorboard<=2.9.1
+tensorboard-data-server<=0.6.1
+tensorboard-plugin-wit<=1.8.1
+tensorflow-estimator<=2.9.0
+tensorflow-macos<=2.9.0 
+tensorflow-metal
+termcolor<=1.1.0
+typing-extensions<=4.3.0
+urllib3<=1.26.10
+werkzeug<=2.1.2
+wrapt<=1.14.1
+fastcluster>=1.2.4
+matplotlib>=3.5.1
+ffmpeg-python==0.2.0
+imageio-ffmpeg>=0.4.7
+ffmpy
+torch<=1.12.0
+torchvision<=0.13.0
+torchaudio<=0.12.0
+insightface<=0.2.1
+ipython<=7.21.0
+PyQt6<=6.2.3
+git+https://www.github.com/keras-team/keras-contrib.git
diff --git a/scripts/6_train_AMP_no_preview.sh b/scripts/6_train_AMP_no_preview.sh
deleted file mode 100755
index bb64e9e..0000000
--- a/scripts/6_train_AMP_no_preview.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model AMP \
-    --no-preview
diff --git a/scripts/6_train_DF_no_preview.sh b/scripts/6_train_DF_no_preview.sh
deleted file mode 100755
index b70f059..0000000
--- a/scripts/6_train_DF_no_preview.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model DF \
-    --no-preview
-
diff --git a/scripts/6_train_FANSegmentator_no_preview.sh b/scripts/6_train_FANSegmentator_no_preview.sh
deleted file mode 100755
index 25f6fbf..0000000
--- a/scripts/6_train_FANSegmentator_no_preview.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model DEV_FANSEG \
-    --no-preview
-
diff --git a/scripts/6_train_H128_no_preview.sh b/scripts/6_train_H128_no_preview.sh
deleted file mode 100755
index 9212d7a..0000000
--- a/scripts/6_train_H128_no_preview.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model H128 \
-    --no-preview
-
diff --git a/scripts/6_train_H64_no_preview.sh b/scripts/6_train_H64_no_preview.sh
deleted file mode 100755
index dfb98f0..0000000
--- a/scripts/6_train_H64_no_preview.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model H64 \
-    --no-preview
-
diff --git a/scripts/6_train_LIAEF128_no_preview.sh b/scripts/6_train_LIAEF128_no_preview.sh
deleted file mode 100755
index 514a5d8..0000000
--- a/scripts/6_train_LIAEF128_no_preview.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model LIAEF128 \
-    --no-preview
-
diff --git a/scripts/6_train_Quick96_no_preview.sh b/scripts/6_train_Quick96_no_preview.sh
deleted file mode 100755
index e247311..0000000
--- a/scripts/6_train_Quick96_no_preview.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model Quick96 \
-    --no-preview
diff --git a/scripts/6_train_SAEHD_no_preview.sh b/scripts/6_train_SAEHD_no_preview.sh
deleted file mode 100755
index f4cb334..0000000
--- a/scripts/6_train_SAEHD_no_preview.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model SAEHD \
-    --no-preview
diff --git a/scripts/6_train_SAE_no_preview.sh b/scripts/6_train_SAE_no_preview.sh
deleted file mode 100755
index ae41139..0000000
--- a/scripts/6_train_SAE_no_preview.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model SAE \
-    --no-preview
diff --git a/scripts/6_train_XSeg_no_preview.sh b/scripts/6_train_XSeg_no_preview.sh
deleted file mode 100755
index c453518..0000000
--- a/scripts/6_train_XSeg_no_preview.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-cd "$(dirname $0)/.."
-source scripts/env.sh
-
-$DFL_PYTHON "$DFL_SRC" train \
-    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
-    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
-    --model-dir "$DFL_WORKSPACE/model" \
-    --model XSeg \
-    --no-preview