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Fix/Improve a bunch of things (#42)

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Blake Wyatt 2023-05-02 11:28:20 -04:00 committed by GitHub
parent bcd5786a47
commit 4babb22f84
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GPG Key ID: 4AEE18F83AFDEB23
4 changed files with 62 additions and 33 deletions
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4
cmd_windows.bat
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@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
set PATH=%PATH%;%SystemRoot%\system32
@rem fix failed install when installing to a separate drive
set TMP=%cd%\installer_files
set TEMP=%cd%\installer_files
@rem config
set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
set INSTALL_ENV_DIR=%cd%\installer_files\env

4
start_windows.bat
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@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
set PATH=%PATH%;%SystemRoot%\system32
@rem fix failed install when installing to a separate drive
set TMP=%cd%\installer_files
set TEMP=%cd%\installer_files
@rem config
set INSTALL_DIR=%cd%\installer_files
set CONDA_ROOT_PREFIX=%cd%\installer_files\conda

4
update_windows.bat
View File

@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
set PATH=%PATH%;%SystemRoot%\system32
@rem fix failed install when installing to a separate drive
set TMP=%cd%\installer_files
set TEMP=%cd%\installer_files
@rem config
set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
set INSTALL_ENV_DIR=%cd%\installer_files\env

81
webui.py
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@ -9,15 +9,31 @@ import sys
script_dir = os.getcwd()
def run_cmd(cmd, capture_output=False, env=None):
def run_cmd(cmd, assert_success=False, environment=False, capture_output=False, env=None):
# Use the conda environment
if environment:
conda_env_path = os.path.join(script_dir, "installer_files", "env")
if sys.platform.startswith("win"):
conda_bat_path = os.path.join(script_dir, "installer_files", "conda", "condabin", "conda.bat")
cmd = "\"" + conda_bat_path + "\" activate \"" + conda_env_path + "\" >nul && " + cmd
else:
conda_sh_path = os.path.join(script_dir, "installer_files", "conda", "etc", "profile.d", "conda.sh")
cmd = ". \"" + conda_sh_path + "\" && conda activate \"" + conda_env_path + "\" && " + cmd
# Run shell commands
return subprocess.run(cmd, shell=True, capture_output=capture_output, env=env)
result = subprocess.run(cmd, shell=True, capture_output=capture_output, env=env)
# Assert the command ran successfully
if assert_success and result.returncode != 0:
print("Command '" + cmd + "' failed with exit status code '" + str(result.returncode) + "'. Exiting...")
sys.exit()
return result
def check_env():
# If we have access to conda, we are probably in an environment
conda_not_exist = run_cmd("conda", capture_output=True).returncode
if conda_not_exist:
conda_exist = run_cmd("conda", environment=True, capture_output=True).returncode == 0
if not conda_exist:
print("Conda is not installed. Exiting...")
sys.exit()
@ -40,21 +56,21 @@ def install_dependencies():
# Install the version of PyTorch needed
if gpuchoice == "a":
run_cmd("conda install -y -k pytorch[version=2,build=py3.10_cuda11.7*] torchvision torchaudio pytorch-cuda=11.7 cuda-toolkit ninja git -c pytorch -c nvidia/label/cuda-11.7.0 -c nvidia")
run_cmd("conda install -y -k pytorch[version=2,build=py3.10_cuda11.7*] torchvision torchaudio pytorch-cuda=11.7 cuda-toolkit ninja git -c pytorch -c nvidia/label/cuda-11.7.0 -c nvidia", assert_success=True, environment=True)
elif gpuchoice == "b":
print("AMD GPUs are not supported. Exiting...")
sys.exit()
elif gpuchoice == "c" or gpuchoice == "d":
run_cmd("conda install -y -k pytorch torchvision torchaudio cpuonly git -c pytorch")
run_cmd("conda install -y -k pytorch torchvision torchaudio cpuonly git -c pytorch", assert_success=True, environment=True)
else:
print("Invalid choice. Exiting...")
sys.exit()
# Clone webui to our computer
run_cmd("git clone https://github.com/oobabooga/text-generation-webui.git")
run_cmd("git clone https://github.com/oobabooga/text-generation-webui.git", assert_success=True, environment=True)
if sys.platform.startswith("win"):
# Fix a bitsandbytes compatibility issue with Windows
run_cmd("python -m pip install https://github.com/jllllll/bitsandbytes-windows-webui/raw/main/bitsandbytes-0.38.1-py3-none-any.whl")
run_cmd("python -m pip install https://github.com/jllllll/bitsandbytes-windows-webui/raw/main/bitsandbytes-0.38.1-py3-none-any.whl", assert_success=True, environment=True)
# Install the webui dependencies
update_dependencies()
@ -62,19 +78,19 @@ def install_dependencies():
def update_dependencies():
os.chdir("text-generation-webui")
run_cmd("git pull")
run_cmd("git pull", assert_success=True, environment=True)
# Installs/Updates dependencies from all requirements.txt
run_cmd("python -m pip install -r requirements.txt --upgrade")
run_cmd("python -m pip install -r requirements.txt --upgrade", assert_success=True, environment=True)
extensions = next(os.walk("extensions"))[1]
for extension in extensions:
extension_req_path = os.path.join("extensions", extension, "requirements.txt")
if os.path.exists(extension_req_path):
run_cmd("python -m pip install -r " + extension_req_path + " --upgrade")
run_cmd("python -m pip install -r " + extension_req_path + " --upgrade", assert_success=True, environment=True)
# The following dependencies are for CUDA, not CPU
# Check if the package cpuonly exists to determine if torch uses CUDA or not
cpuonly_exist = not run_cmd("conda list cpuonly | grep cpuonly", capture_output=True).returncode
cpuonly_exist = run_cmd("conda list cpuonly | grep cpuonly", environment=True, capture_output=True).returncode == 0
if cpuonly_exist:
return
@ -99,51 +115,52 @@ def update_dependencies():
# Install GPTQ-for-LLaMa which enables 4bit CUDA quantization
os.chdir("repositories")
if not os.path.exists("GPTQ-for-LLaMa/"):
run_cmd("git clone https://github.com/oobabooga/GPTQ-for-LLaMa.git -b cuda")
run_cmd("git clone https://github.com/oobabooga/GPTQ-for-LLaMa.git -b cuda", assert_success=True, environment=True)
# Install GPTQ-for-LLaMa dependencies
os.chdir("GPTQ-for-LLaMa")
run_cmd("git pull")
run_cmd("python -m pip install -r requirements.txt")
run_cmd("git pull", assert_success=True, environment=True)
run_cmd("python -m pip install -r requirements.txt", assert_success=True, environment=True)
# On some Linux distributions, g++ may not exist or be the wrong version to compile GPTQ-for-LLaMa
install_flag = True
if sys.platform.startswith("linux"):
gxx_output = run_cmd("g++ --version", capture_output=True)
gxx_output = run_cmd("g++ --version", environment=True, capture_output=True)
if gxx_output.returncode != 0 or b"g++ (GCC) 12" in gxx_output.stdout:
# Install the correct version of g++
run_cmd("conda install -y -k gxx_linux-64=11.2.0")
run_cmd("conda install -y -k gxx_linux-64=11.2.0", environment=True)
# Activate the conda environment to compile GPTQ-for-LLaMa
conda_env_path = os.path.join(script_dir, "installer_files", "env")
conda_sh_path = os.path.join(script_dir, "installer_files", "conda", "etc", "profile.d", "conda.sh")
run_cmd(". " + conda_sh_path + " && conda activate " + conda_env_path + " && python setup_cuda.py install")
install_flag = False
# Compile and install GPTQ-for-LLaMa
os.rename("setup_cuda.py", "setup.py")
run_cmd("python -m pip install .", environment=True)
if install_flag:
run_cmd("python setup_cuda.py install")
install_flag = False
# Wheel installation can fail while in the build directory of a package with the same name
os.chdir("..")
# If the path does not exist, then the install failed
quant_cuda_path_regex = os.path.join(site_packages_path, "quant_cuda*/")
if not glob.glob(quant_cuda_path_regex):
print("CUDA kernel compilation failed.")
print("ERROR: GPTQ CUDA kernel compilation failed.")
# Attempt installation via alternative, Windows-specific method
if sys.platform.startswith("win"):
print("Attempting installation with wheel.")
result = run_cmd("python -m pip install https://github.com/jllllll/GPTQ-for-LLaMa-Wheels/raw/main/quant_cuda-0.0.0-cp310-cp310-win_amd64.whl")
if result.returncode == 1:
print("Wheel installation failed.")
result = run_cmd("python -m pip install https://github.com/jllllll/GPTQ-for-LLaMa-Wheels/raw/main/quant_cuda-0.0.0-cp310-cp310-win_amd64.whl", environment=True)
if result.returncode == 0:
print("Wheel installation success!")
else:
print("ERROR: GPTQ wheel installation failed. You will not be able to use GPTQ-based models.")
else:
print("You will not be able to use GPTQ-based models.")
print("Continuing with install..")
def download_model():
os.chdir("text-generation-webui")
run_cmd("python download-model.py")
run_cmd("python download-model.py", environment=True)
def run_model():
os.chdir("text-generation-webui")
run_cmd("python server.py --chat --model-menu") # put your flags here!
run_cmd("python server.py --chat --model-menu", environment=True) # put your flags here!
if __name__ == "__main__":