mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-11-30 03:18:57 +01:00
Fix/Improve a bunch of things (#42)
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bcd5786a47
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@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
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set PATH=%PATH%;%SystemRoot%\system32
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set PATH=%PATH%;%SystemRoot%\system32
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@rem fix failed install when installing to a separate drive
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set TMP=%cd%\installer_files
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set TEMP=%cd%\installer_files
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@rem config
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@rem config
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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set INSTALL_ENV_DIR=%cd%\installer_files\env
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set INSTALL_ENV_DIR=%cd%\installer_files\env
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@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
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set PATH=%PATH%;%SystemRoot%\system32
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set PATH=%PATH%;%SystemRoot%\system32
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@rem fix failed install when installing to a separate drive
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set TMP=%cd%\installer_files
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set TEMP=%cd%\installer_files
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@rem config
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@rem config
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set INSTALL_DIR=%cd%\installer_files
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set INSTALL_DIR=%cd%\installer_files
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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@ -6,6 +6,10 @@ echo "%CD%"| findstr /C:" " >nul && echo This script relies on Miniconda which c
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set PATH=%PATH%;%SystemRoot%\system32
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set PATH=%PATH%;%SystemRoot%\system32
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@rem fix failed install when installing to a separate drive
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set TMP=%cd%\installer_files
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set TEMP=%cd%\installer_files
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@rem config
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@rem config
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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set CONDA_ROOT_PREFIX=%cd%\installer_files\conda
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set INSTALL_ENV_DIR=%cd%\installer_files\env
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set INSTALL_ENV_DIR=%cd%\installer_files\env
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81
webui.py
81
webui.py
@ -9,15 +9,31 @@ import sys
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script_dir = os.getcwd()
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script_dir = os.getcwd()
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def run_cmd(cmd, capture_output=False, env=None):
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def run_cmd(cmd, assert_success=False, environment=False, capture_output=False, env=None):
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# Use the conda environment
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if environment:
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conda_env_path = os.path.join(script_dir, "installer_files", "env")
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if sys.platform.startswith("win"):
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conda_bat_path = os.path.join(script_dir, "installer_files", "conda", "condabin", "conda.bat")
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cmd = "\"" + conda_bat_path + "\" activate \"" + conda_env_path + "\" >nul && " + cmd
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else:
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conda_sh_path = os.path.join(script_dir, "installer_files", "conda", "etc", "profile.d", "conda.sh")
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cmd = ". \"" + conda_sh_path + "\" && conda activate \"" + conda_env_path + "\" && " + cmd
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# Run shell commands
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# Run shell commands
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return subprocess.run(cmd, shell=True, capture_output=capture_output, env=env)
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result = subprocess.run(cmd, shell=True, capture_output=capture_output, env=env)
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# Assert the command ran successfully
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if assert_success and result.returncode != 0:
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print("Command '" + cmd + "' failed with exit status code '" + str(result.returncode) + "'. Exiting...")
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sys.exit()
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return result
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def check_env():
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def check_env():
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# If we have access to conda, we are probably in an environment
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# If we have access to conda, we are probably in an environment
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conda_not_exist = run_cmd("conda", capture_output=True).returncode
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conda_exist = run_cmd("conda", environment=True, capture_output=True).returncode == 0
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if conda_not_exist:
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if not conda_exist:
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print("Conda is not installed. Exiting...")
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print("Conda is not installed. Exiting...")
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sys.exit()
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sys.exit()
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@ -40,21 +56,21 @@ def install_dependencies():
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# Install the version of PyTorch needed
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# Install the version of PyTorch needed
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if gpuchoice == "a":
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if gpuchoice == "a":
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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")
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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)
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elif gpuchoice == "b":
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elif gpuchoice == "b":
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print("AMD GPUs are not supported. Exiting...")
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print("AMD GPUs are not supported. Exiting...")
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sys.exit()
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sys.exit()
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elif gpuchoice == "c" or gpuchoice == "d":
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elif gpuchoice == "c" or gpuchoice == "d":
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run_cmd("conda install -y -k pytorch torchvision torchaudio cpuonly git -c pytorch")
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run_cmd("conda install -y -k pytorch torchvision torchaudio cpuonly git -c pytorch", assert_success=True, environment=True)
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else:
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else:
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print("Invalid choice. Exiting...")
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print("Invalid choice. Exiting...")
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sys.exit()
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sys.exit()
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# Clone webui to our computer
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# Clone webui to our computer
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run_cmd("git clone https://github.com/oobabooga/text-generation-webui.git")
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run_cmd("git clone https://github.com/oobabooga/text-generation-webui.git", assert_success=True, environment=True)
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if sys.platform.startswith("win"):
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if sys.platform.startswith("win"):
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# Fix a bitsandbytes compatibility issue with Windows
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# Fix a bitsandbytes compatibility issue with Windows
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run_cmd("python -m pip install https://github.com/jllllll/bitsandbytes-windows-webui/raw/main/bitsandbytes-0.38.1-py3-none-any.whl")
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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)
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# Install the webui dependencies
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# Install the webui dependencies
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update_dependencies()
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update_dependencies()
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@ -62,19 +78,19 @@ def install_dependencies():
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def update_dependencies():
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def update_dependencies():
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os.chdir("text-generation-webui")
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os.chdir("text-generation-webui")
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run_cmd("git pull")
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run_cmd("git pull", assert_success=True, environment=True)
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# Installs/Updates dependencies from all requirements.txt
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# Installs/Updates dependencies from all requirements.txt
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run_cmd("python -m pip install -r requirements.txt --upgrade")
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run_cmd("python -m pip install -r requirements.txt --upgrade", assert_success=True, environment=True)
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extensions = next(os.walk("extensions"))[1]
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extensions = next(os.walk("extensions"))[1]
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for extension in extensions:
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for extension in extensions:
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extension_req_path = os.path.join("extensions", extension, "requirements.txt")
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extension_req_path = os.path.join("extensions", extension, "requirements.txt")
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if os.path.exists(extension_req_path):
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if os.path.exists(extension_req_path):
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run_cmd("python -m pip install -r " + extension_req_path + " --upgrade")
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run_cmd("python -m pip install -r " + extension_req_path + " --upgrade", assert_success=True, environment=True)
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# The following dependencies are for CUDA, not CPU
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# The following dependencies are for CUDA, not CPU
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# Check if the package cpuonly exists to determine if torch uses CUDA or not
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# Check if the package cpuonly exists to determine if torch uses CUDA or not
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cpuonly_exist = not run_cmd("conda list cpuonly | grep cpuonly", capture_output=True).returncode
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cpuonly_exist = run_cmd("conda list cpuonly | grep cpuonly", environment=True, capture_output=True).returncode == 0
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if cpuonly_exist:
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if cpuonly_exist:
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return
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return
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@ -99,51 +115,52 @@ def update_dependencies():
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# Install GPTQ-for-LLaMa which enables 4bit CUDA quantization
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# Install GPTQ-for-LLaMa which enables 4bit CUDA quantization
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os.chdir("repositories")
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os.chdir("repositories")
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if not os.path.exists("GPTQ-for-LLaMa/"):
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if not os.path.exists("GPTQ-for-LLaMa/"):
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run_cmd("git clone https://github.com/oobabooga/GPTQ-for-LLaMa.git -b cuda")
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run_cmd("git clone https://github.com/oobabooga/GPTQ-for-LLaMa.git -b cuda", assert_success=True, environment=True)
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# Install GPTQ-for-LLaMa dependencies
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# Install GPTQ-for-LLaMa dependencies
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os.chdir("GPTQ-for-LLaMa")
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os.chdir("GPTQ-for-LLaMa")
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run_cmd("git pull")
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run_cmd("git pull", assert_success=True, environment=True)
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run_cmd("python -m pip install -r requirements.txt")
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run_cmd("python -m pip install -r requirements.txt", assert_success=True, environment=True)
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# On some Linux distributions, g++ may not exist or be the wrong version to compile GPTQ-for-LLaMa
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# On some Linux distributions, g++ may not exist or be the wrong version to compile GPTQ-for-LLaMa
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install_flag = True
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if sys.platform.startswith("linux"):
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if sys.platform.startswith("linux"):
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gxx_output = run_cmd("g++ --version", capture_output=True)
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gxx_output = run_cmd("g++ --version", environment=True, capture_output=True)
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if gxx_output.returncode != 0 or b"g++ (GCC) 12" in gxx_output.stdout:
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if gxx_output.returncode != 0 or b"g++ (GCC) 12" in gxx_output.stdout:
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# Install the correct version of g++
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# Install the correct version of g++
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run_cmd("conda install -y -k gxx_linux-64=11.2.0")
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run_cmd("conda install -y -k gxx_linux-64=11.2.0", environment=True)
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# Activate the conda environment to compile GPTQ-for-LLaMa
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# Compile and install GPTQ-for-LLaMa
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conda_env_path = os.path.join(script_dir, "installer_files", "env")
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os.rename("setup_cuda.py", "setup.py")
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conda_sh_path = os.path.join(script_dir, "installer_files", "conda", "etc", "profile.d", "conda.sh")
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run_cmd("python -m pip install .", environment=True)
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run_cmd(". " + conda_sh_path + " && conda activate " + conda_env_path + " && python setup_cuda.py install")
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install_flag = False
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if install_flag:
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# Wheel installation can fail while in the build directory of a package with the same name
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run_cmd("python setup_cuda.py install")
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os.chdir("..")
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install_flag = False
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# If the path does not exist, then the install failed
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# If the path does not exist, then the install failed
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quant_cuda_path_regex = os.path.join(site_packages_path, "quant_cuda*/")
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quant_cuda_path_regex = os.path.join(site_packages_path, "quant_cuda*/")
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if not glob.glob(quant_cuda_path_regex):
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if not glob.glob(quant_cuda_path_regex):
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print("CUDA kernel compilation failed.")
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print("ERROR: GPTQ CUDA kernel compilation failed.")
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# Attempt installation via alternative, Windows-specific method
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# Attempt installation via alternative, Windows-specific method
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if sys.platform.startswith("win"):
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if sys.platform.startswith("win"):
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print("Attempting installation with wheel.")
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print("Attempting installation with wheel.")
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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")
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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)
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if result.returncode == 1:
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if result.returncode == 0:
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print("Wheel installation failed.")
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print("Wheel installation success!")
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else:
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print("ERROR: GPTQ wheel installation failed. You will not be able to use GPTQ-based models.")
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else:
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print("You will not be able to use GPTQ-based models.")
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print("Continuing with install..")
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def download_model():
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def download_model():
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os.chdir("text-generation-webui")
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os.chdir("text-generation-webui")
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run_cmd("python download-model.py")
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run_cmd("python download-model.py", environment=True)
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def run_model():
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def run_model():
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os.chdir("text-generation-webui")
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os.chdir("text-generation-webui")
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run_cmd("python server.py --chat --model-menu") # put your flags here!
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run_cmd("python server.py --chat --model-menu", environment=True) # put your flags here!
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if __name__ == "__main__":
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if __name__ == "__main__":
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