diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA1.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA1.bat
deleted file mode 100644
index fe2040f..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA1.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-2Band-32000-BETA1
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA2.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA2.bat
deleted file mode 100644
index af9cc9c..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-2Band-32000-BETA2.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-2Band-32000-BETA2
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-3Band-44100-BETA.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-3Band-44100-BETA.bat
deleted file mode 100644
index 3acfde8..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-3Band-44100-BETA.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-3Band-44100-BETA
-cd /d %~dp0
- 
-python inference.py -g 0 -m 3band_44100.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA1.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA1.bat
deleted file mode 100644
index 1e732ec..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA1.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-4Band-44100-BETA1
-cd /d %~dp0
- 
-python inference.py -g 0 -m 4band_44100.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA2.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA2.bat
deleted file mode 100644
index e7c2f06..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-4Band-44100-BETA2.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-4Band-44100-BETA2
-cd /d %~dp0
- 
-python inference.py -g 0 -m 4band_44100.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA1.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA1.bat
deleted file mode 100644
index 0979d61..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA1.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-KAROKEE-32000-BETA1
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA2-AGR.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA2-AGR.bat
deleted file mode 100644
index 458755c..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-KAROKEE-32000-BETA2-AGR.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-KAROKEE-32000-BETA2-AGR
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA1.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA1.bat
deleted file mode 100644
index e61f240..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA1.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-MIDSIDE-44100-BETA1
-cd /d %~dp0
- 
-python inference.py -g 0 -m 3band_44100_mid.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA2.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA2.bat
deleted file mode 100644
index ad2c97b..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-MIDSIDE-44100-BETA2.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-MIDSIDE-44100-BETA2
-cd /d %~dp0
- 
-python inference.py -g 0 -m 3band_44100_mid.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA1.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA1.bat
deleted file mode 100644
index 00573d6..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA1.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-Vocal_2Band-32000-BETA1
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
diff --git a/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA2.bat b/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA2.bat
deleted file mode 100644
index 4d756a1..0000000
--- a/windows-batch-files/Drop-Track-Here-MGM-v5-Vocal_2Band-32000-BETA2.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-@echo off
- 
-set model=MGM-v5-Vocal_2Band-32000-BETA2
-cd /d %~dp0
- 
-python inference.py -g 0 -m 2band_32000.json -w 352 -P models\%model%.pth -t -i %1
- 
-pause
\ No newline at end of file