diff --git a/docker-cuda/Dockerfile b/docker-cuda/Dockerfile
new file mode 100644
index 00000000..2ea3377b
--- /dev/null
+++ b/docker-cuda/Dockerfile
@@ -0,0 +1,8 @@
+# This dockerfile is meant to serve as a rocm base image.  It registers the debian rocm package repository, and
+# installs the rocm-dev package.
+
+FROM mambaorg/micromamba
+WORKDIR /content/
+COPY env.yml /home/micromamba/env.yml
+RUN apt update && apt install xorg -y
+RUN micromamba install -y -n base -f /home/micromamba/env.yml
diff --git a/docker-cuda/docker-compose.yml b/docker-cuda/docker-compose.yml
new file mode 100644
index 00000000..960f2684
--- /dev/null
+++ b/docker-cuda/docker-compose.yml
@@ -0,0 +1,16 @@
+version: "2"
+services:
+  koboldai:
+    build: .
+    environment:
+      - DISPLAY=${DISPLAY} 
+    network_mode: "host"
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+      - ../:/content/
+      - $HOME/.Xauthority:/home/micromamba/.Xauthority:rw
+    devices:
+      - /dev/kfd
+      - /dev/dri
+    group_add:
+      - video
diff --git a/docker-rocm/Dockerfile b/docker-rocm/Dockerfile
new file mode 100644
index 00000000..0ea31a3b
--- /dev/null
+++ b/docker-rocm/Dockerfile
@@ -0,0 +1,6 @@
+# This dockerfile is meant to serve as a rocm base image.  It registers the debian rocm package repository, and
+# installs the rocm-dev package.
+
+FROM rocm/pytorch
+RUN conda install --all -y Flask-SocketIO
+RUN pip3 install git+https://github.com/finetuneanon/transformers@gpt-neo-localattention3
diff --git a/docker-rocm/docker-compose.yml b/docker-rocm/docker-compose.yml
new file mode 100644
index 00000000..3fc217a5
--- /dev/null
+++ b/docker-rocm/docker-compose.yml
@@ -0,0 +1,16 @@
+version: "2"
+services:
+  koboldai:
+    build: .
+    environment:
+      - DISPLAY=${DISPLAY} 
+    network_mode: "host"
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+      - ../:/content/
+      - $HOME/.Xauthority:/root/.Xauthority:rw
+    devices:
+      - /dev/kfd
+      - /dev/dri
+    group_add:
+      - video
diff --git a/environments/finetuneanon.yml b/environments/finetuneanon.yml
new file mode 100644
index 00000000..2ac0cc55
--- /dev/null
+++ b/environments/finetuneanon.yml
@@ -0,0 +1,15 @@
+name: koboldai
+channels:
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - colorama
+  - flask-socketio
+  - pytorch
+  - tensorflow-gpu
+  - python=3.8.*
+  - pip
+  - git
+  - pip:
+    - git+https://github.com/finetuneanon/transformers@gpt-neo-localattention3-rp-b
\ No newline at end of file
diff --git a/environments/huggingface.yml b/environments/huggingface.yml
new file mode 100644
index 00000000..bfbd33e5
--- /dev/null
+++ b/environments/huggingface.yml
@@ -0,0 +1,12 @@
+name: koboldai
+channels:
+  - huggingface
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - colorama
+  - flask-socketio
+  - pytorch
+  - tensorflow-gpu
+  - transformers
\ No newline at end of file
diff --git a/install_requirements.bat b/install_requirements.bat
index f7f5f1ab..f368446b 100644
--- a/install_requirements.bat
+++ b/install_requirements.bat
@@ -1,31 +1,62 @@
 @echo off
-title Installing Portable Python (Miniconda3)
-echo Miniconda3's installer will overwrite existing Miniconda3 shortcuts in the startmenu (We currently can not prevent this)
+title KoboldAI Runtime Installer (MicroMamba)
 echo Please choose one of the following transformers options
-echo 1. Finetuneanon Transformers
-echo 2. Official Transformers (Only use this if your model does not support half)
+echo 1. Finetuneanon Transformers (Best for GPU users)
+echo 2. Official Transformers (Best for CPU users)
 echo.
-echo Errors? Rerun this as admin so it can add the needed registery tweak.
+echo Errors? Rerun this as admin so it can add the needed LongPathsEnabled registery tweak.
+echo Installer failed or crashed? Run it again so it can continue.
+echo Only Windows 10 and higher officially supported, older Windows installations can't handle the paths.
 echo.
 
-SET /P M=Type the number of the desired option and then press ENTER: 
+SET /P B=Type the number of the desired option and then press ENTER: 
 
 Reg add "HKLM\SYSTEM\CurrentControlSet\Control\FileSystem" /v "LongPathsEnabled" /t REG_DWORD /d "1" /f 2>nul
-
 cd %~dp0
-rmdir /s /q miniconda3
-where /q curl.exe
-IF ERRORLEVEL 1 (
-    bitsadmin /transfer miniconda /download /priority normal https://repo.anaconda.com/miniconda/Miniconda3-latest-Windows-x86_64.exe "%~dp0\miniconda3.exe"
+
+if exist miniconda3\ (
+  echo Delete existing installation?
+  echo This is required if you are switching modes, or if you get dependency errors in the game.
+  echo 1. Yes
+  echo 2. No
+  SET /P D=Type the number of the desired option and then press ENTER: 
 ) ELSE (
-    curl -o miniconda3.exe https://repo.anaconda.com/miniconda/Miniconda3-latest-Windows-x86_64.exe
+	SET D=Workaround
 )
-miniconda3.exe /S /InstallationType=JustMe /RegisterPython=0 /AddTopath=0 /NoScripts=1 /NoRegistry=1 /D=%~dp0\miniconda3
-del miniconda3.exe
-call miniconda3\condabin\activate
-call conda install --all --no-shortcuts -y git pytorch tensorflow-gpu colorama Flask-SocketIO -c pytorch -c conda-forge
-IF %M%==1 pip install git+https://github.com/finetuneanon/transformers@gpt-neo-localattention3
-IF %M%==2 call conda install --no-shortcuts -y transformers -c huggingface
-call conda clean -a -y
-echo All done!
+IF %D%==1 rmdir /s /q miniconda3
+
+:Mode
+echo Which installation mode would you like?
+echo 1. Temporary Drive Letter (Mounts the folder as drive K:, more stable and portable)
+echo 2. Subfolder (Traditional method, can't run in folder paths that contain spaces)
+echo.
+SET /P M=Type the number of the desired option and then press ENTER: 
+IF %M%==1 GOTO drivemap
+IF %M%==2 GOTO subfolder
+ECHO Incorrect choice
+GOTO MODE
+
+
+:drivemap
+echo 1 > loader.settings
+subst K: /D >nul
+mkdir miniconda3 
+subst K: miniconda3
+copy umamba.exe K:\umamba.exe
+cd K:
+umamba.exe create -r K:\python\ -n base
+IF %B%==1 umamba.exe install --no-shortcuts -r K:\python\ -n base -f "%~dp0\environments\finetuneanon.yml" -y
+IF %B%==2 umamba.exe install --no-shortcuts -r K:\python\ -n base -f "%~dp0\environments\huggingface.yml" -y
+umamba.exe -r K:\ clean -a -y
+subst K: /d
 pause
+exit
+
+:subfolder
+echo 2 > loader.settings
+umamba.exe create -r miniconda3\ -n base
+IF %B%==1 umamba.exe install --no-shortcuts -r miniconda3 -n base -f environments\finetuneanon.yml -y
+IF %B%==2 umamba.exe install --no-shortcuts -r miniconda3 -n base -f environments\huggingface.yml -y
+umamba.exe clean -a -y
+pause
+exit
diff --git a/play-cuda.sh b/play-cuda.sh
new file mode 100644
index 00000000..94069beb
--- /dev/null
+++ b/play-cuda.sh
@@ -0,0 +1,4 @@
+cd docker-cuda
+xhost +local:docker
+cp ../environments/finetuneanon.yml env.yml
+docker-compose run --service-ports koboldai bash -c "cd /content && python3 aiserver.py $*"
diff --git a/play-rocm.sh b/play-rocm.sh
new file mode 100644
index 00000000..c099369e
--- /dev/null
+++ b/play-rocm.sh
@@ -0,0 +1,3 @@
+cd docker-rocm
+xhost +local:docker
+docker-compose run --service-ports koboldai bash -c "cd /content && python3 aiserver.py $*"
diff --git a/play.bat b/play.bat
index 7a11b5d4..2d723fd9 100644
--- a/play.bat
+++ b/play.bat
@@ -1,6 +1,18 @@
 @echo off
+cd %~dp0
 TITLE KoboldAI - Client
+SET /P M=<loader.settings
+IF %M%==1 GOTO drivemap
+IF %M%==2 GOTO subfolder
+
+:subfolder
 call miniconda3\condabin\activate
-cls
 python aiserver.py
 cmd /k
+
+:drivemap
+subst K: miniconda3 >nul
+call K:\python\condabin\activate
+python aiserver.py
+subst K: /D
+cmd /k
\ No newline at end of file
diff --git a/umamba.exe b/umamba.exe
new file mode 100644
index 00000000..9b06bf78
Binary files /dev/null and b/umamba.exe differ