From 28e3ce4317415a8423bd783204d14483147a25cd Mon Sep 17 00:00:00 2001 From: jllllll <3887729+jllllll@users.noreply.github.com> Date: Thu, 10 Aug 2023 11:19:47 -0500 Subject: [PATCH] Simplify GPTQ-for-LLaMa installation (#122) --- webui.py | 98 ++++++++------------------------------------------------ 1 file changed, 14 insertions(+), 84 deletions(-) diff --git a/webui.py b/webui.py index bf2c241a..e065b609 100644 --- a/webui.py +++ b/webui.py @@ -1,8 +1,6 @@ import argparse import glob import os -import re -import site import subprocess import sys @@ -126,10 +124,10 @@ def update_dependencies(initial_installation=False): os.chdir("text-generation-webui") run_cmd("git pull", assert_success=True, environment=True) + textgen_requirements = open("requirements.txt").read().splitlines() + # Workaround for git+ packages not updating properly Also store requirements.txt for later use - with open("requirements.txt") as f: - textgen_requirements = f.read() - git_requirements = [req for req in textgen_requirements.splitlines() if req.startswith("git+")] + git_requirements = [req for req in textgen_requirements if req.startswith("git+")] # Loop through each "git+" requirement and uninstall it for req in git_requirements: @@ -165,17 +163,6 @@ def update_dependencies(initial_installation=False): clear_cache() return - # Get GPU CUDA/compute support - if '+cu' in torver: - nvcc_device_query = "__nvcc_device_query" if not sys.platform.startswith("win") else "__nvcc_device_query.exe" - compute_array = run_cmd(os.path.join(conda_env_path, "bin", nvcc_device_query), environment=True, capture_output=True) - else: - compute_array = type('obj', (object,), {'stdout': b'', 'returncode': 1}) - - # Fix a bitsandbytes compatibility issue with Linux - # if sys.platform.startswith("linux"): - # shutil.copy(os.path.join(site_packages_path, "bitsandbytes", "libbitsandbytes_cuda117.so"), os.path.join(site_packages_path, "bitsandbytes", "libbitsandbytes_cpu.so")) - if not os.path.exists("repositories/"): os.mkdir("repositories") @@ -197,24 +184,10 @@ def update_dependencies(initial_installation=False): if 'rocm5.4.2-cp310-cp310-linux_x86_64.whl' in exllama_rocm: run_cmd("python -m pip install " + exllama_rocm, environment=True) - # Fix build issue with exllama in Linux/WSL + # Fix JIT compile issue with exllama in Linux/WSL if sys.platform.startswith("linux") and not os.path.exists(f"{conda_env_path}/lib64"): run_cmd(f'ln -s "{conda_env_path}/lib" "{conda_env_path}/lib64"', environment=True) - # oobabooga fork requires min compute of 6.0 - gptq_min_compute = 60 - gptq_min_compute_check = any(int(compute) >= gptq_min_compute for compute in compute_array.stdout.decode('utf-8').split(',')) if compute_array.returncode == 0 else False - - # Install GPTQ-for-LLaMa which enables 4bit CUDA quantization - if not os.path.exists("GPTQ-for-LLaMa/"): - # Install oobabooga fork if min compute met or if failed to check - if '+rocm' in torver: - run_cmd("git clone https://github.com/WapaMario63/GPTQ-for-LLaMa-ROCm.git GPTQ-for-LLaMa -b rocm", assert_success=True, environment=True) - elif gptq_min_compute_check or compute_array.returncode != 0: - run_cmd("git clone https://github.com/oobabooga/GPTQ-for-LLaMa.git -b cuda", assert_success=True, environment=True) - else: - run_cmd("git clone https://github.com/qwopqwop200/GPTQ-for-LLaMa.git -b cuda", assert_success=True, environment=True) - # On some Linux distributions, g++ may not exist or be the wrong version to compile GPTQ-for-LLaMa if sys.platform.startswith("linux"): gxx_output = run_cmd("g++ -dumpfullversion -dumpversion", environment=True, capture_output=True) @@ -224,64 +197,21 @@ def update_dependencies(initial_installation=False): # Install/Update ROCm AutoGPTQ for AMD GPUs if '+rocm' in torver: - if run_cmd("[ -d ./AutoGPTQ-rocm ] && rm -rfd ./AutoGPTQ-rocm; git clone https://github.com/jllllll/AutoGPTQ.git ./AutoGPTQ-rocm -b rocm && cp ./AutoGPTQ-rocm/setup_rocm.py ./AutoGPTQ-rocm/setup.py && python -m pip install ./AutoGPTQ-rocm --force-reinstall --no-deps", environment=True).returncode != 0: - print_big_message("WARNING: AutoGPTQ kernel compilation failed!\n The installer will proceed to install a pre-compiled wheel.") - if run_cmd("python -m pip install https://github.com/jllllll/GPTQ-for-LLaMa-Wheels/raw/Linux-x64/ROCm-5.4.2/auto_gptq-0.3.2%2Brocm5.4.2-cp310-cp310-linux_x86_64.whl --force-reinstall --no-deps", environment=True).returncode != 0: - print_big_message("ERROR: AutoGPTQ wheel installation failed!\n You will not be able to use GPTQ-based models with AutoGPTQ.") + auto_gptq_version = [req for req in textgen_requirements if req.startswith('https://github.com/PanQiWei/AutoGPTQ/releases/download/')][0].split('/')[7] + auto_gptq_wheel = run_cmd(f'curl -s https://api.github.com/repos/PanQiWei/AutoGPTQ/releases/tags/{auto_gptq_version} | grep browser_download_url | grep rocm5.4.2-cp310-cp310-linux_x86_64.whl | cut -d : -f 2,3 | tr -d \'"\'', environment=True, capture_output=True).stdout.decode('utf-8') + if not auto_gptq_wheel and run_cmd(f"python -m pip install {auto_gptq_wheel} --force-reinstall --no-deps", environment=True).returncode != 0: + print_big_message("ERROR: AutoGPTQ wheel installation failed!\n You will not be able to use GPTQ-based models with AutoGPTQ.") - # Install GPTQ-for-LLaMa dependencies - os.chdir("GPTQ-for-LLaMa") - run_cmd("git pull", environment=True) - - # Finds the path to your dependencies - for sitedir in site.getsitepackages(): - if "site-packages" in sitedir: - site_packages_path = sitedir - break - - # This path is critical to installing the following dependencies - if site_packages_path is None: - print("Could not find the path to your Python packages. Exiting...") - sys.exit() - - # Compile and install GPTQ-for-LLaMa + # Install GPTQ-for-LLaMa for ROCm if '+rocm' in torver: - if os.path.exists('setup_rocm.py'): - os.replace("setup_rocm.py", "setup.py") - elif os.path.exists('setup_cuda.py'): - os.rename("setup_cuda.py", "setup.py") - - build_gptq = run_cmd("python -m pip install .", environment=True).returncode == 0 - - # Wheel installation can fail while in the build directory of a package with the same name - os.chdir("..") - - # If the path does not exist or if command returncode is not 0, then the install failed or was potentially installed outside env - quant_cuda_path_regex = os.path.join(site_packages_path, "quant_cuda*/") - quant_cuda_path = glob.glob(quant_cuda_path_regex) - if not build_gptq: - # Attempt installation via alternative, Windows/Linux-specific method - if sys.platform.startswith("win") or sys.platform.startswith("linux") and not quant_cuda_path: - print_big_message("WARNING: GPTQ-for-LLaMa compilation failed, but this is FINE and can be ignored!\nThe installer will proceed to install a pre-compiled wheel.") - if '+rocm' in torver: - wheel = 'ROCm-5.4.2/quant_cuda-0.0.0-cp310-cp310-linux_x86_64.whl' - else: - wheel = f"{'' if gptq_min_compute_check or compute_array.returncode != 0 else '832e220d6dbf11bec5eaa8b221a52c1c854d2a25/'}quant_cuda-0.0.0-cp310-cp310-{'linux_x86_64' if sys.platform.startswith('linux') else 'win_amd64'}.whl" - url = f"https://github.com/jllllll/GPTQ-for-LLaMa-Wheels/raw/{'Linux-x64' if sys.platform.startswith('linux') else 'main'}/" + wheel - - result = run_cmd("python -m pip install " + url, environment=True) - if result.returncode == 0 and glob.glob(quant_cuda_path_regex): - print("Wheel installation success!") - else: - print("ERROR: GPTQ wheel installation failed. You will not be able to use GPTQ-based models.") - elif quant_cuda_path: - print_big_message("WARNING: GPTQ-for-LLaMa compilation failed, but this is FINE and can be ignored!\nquant_cuda has already been installed.") + gptq_wheel = run_cmd('curl -s https://api.github.com/repos/jllllll/GPTQ-for-LLaMa-CUDA/releases/latest | grep browser_download_url | grep rocm5.4.2-cp310-cp310-linux_x86_64.whl | cut -d : -f 2,3 | tr -d \'"\'', environment=True, capture_output=True).stdout.decode('utf-8') + install_gptq = run_cmd("python -m pip install " + gptq_wheel, environment=True).returncode == 0 + if install_gptq: + print("Wheel installation success!") else: - print("ERROR: GPTQ CUDA kernel compilation failed.") + print("ERROR: GPTQ wheel installation failed.") print("You will not be able to use GPTQ-based models with GPTQ-for-LLaMa.") - print("Continuing with install..") - clear_cache()