[LLM]Support for linux package (llama, NeoX) & quantize (llama) (#8246)
* temp * update * update * remove cmake * runtime get platform -> change platform name using sed * update * update * add platform flags(default: current platform) & delete legacy libs & add neox quantize
This commit is contained in:
Yina Chen
GitHub
parent
350d31a472
commit
91a1528fce
6 changed files with 62 additions and 144 deletions
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@ -1,58 +0,0 @@
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cmake_minimum_required(VERSION 3.4...3.22)
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project(bigdl_llm)
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option(FORCE_CMAKE "Force CMake build of Related CPP project" OFF)
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set(FORCE_CMAKE $ENV{FORCE_CMAKE})
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add_custom_command(
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OUTPUT ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/libllama.so ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/quantize
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COMMAND make libllama.so quantize
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WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp
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)
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add_custom_command(
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OUTPUT ${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/libgptneox.so ${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/quantize-gptneox
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COMMAND make libgptneox.so quantize-gptneox
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WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp
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)
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add_custom_command(
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OUTPUT ${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/libbloom.so ${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/quantize
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COMMAND make libbloom.so quantize
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WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp
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)
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add_custom_target(
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run ALL
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DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/libllama.so
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${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/quantize
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${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/libgptneox.so
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${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/quantize-gptneox
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${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/libbloom.so
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${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/quantize
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)
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install(
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FILES ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/libllama.so
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DESTINATION src/bigdl/llm/libs
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)
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install(
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PROGRAMS ${CMAKE_CURRENT_SOURCE_DIR}/vendor/llama.cpp/quantize
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RENAME quantize-llama
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DESTINATION src/bigdl/llm/libs
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)
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install(
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FILES ${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/libgptneox.so
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DESTINATION src/bigdl/llm/libs
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)
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install(
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PROGRAMS ${CMAKE_CURRENT_SOURCE_DIR}/vendor/redpajama.cpp/quantize-gptneox
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DESTINATION src/bigdl/llm/libs
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)
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install(
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FILES ${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/libbloom.so
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DESTINATION src/bigdl/llm/libs
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)
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install(
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PROGRAMS ${CMAKE_CURRENT_SOURCE_DIR}/vendor/bloomz.cpp/quantize
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RENAME quantize-bloomz
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DESTINATION src/bigdl/llm/libs
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)
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@ -1,74 +0,0 @@
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#!/usr/bin/env python
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#
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# Copyright 2016 The BigDL Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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import os
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import fnmatch
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from skbuild import setup
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long_description = '''
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BigDL LLM
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'''
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exclude_patterns = ["*__pycache__*", "*ipynb_checkpoints*"]
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BIGDL_PYTHON_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
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VERSION = open(os.path.join(BIGDL_PYTHON_HOME, 'version.txt'), 'r').read().strip()
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llm_home = os.path.join(os.path.dirname(os.path.abspath(__file__)), "src")
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def get_llm_packages():
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llm_packages = []
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for dirpath, _, _ in os.walk(os.path.join(llm_home, "bigdl")):
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print(dirpath)
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package = dirpath.split(llm_home + os.sep)[1].replace(os.sep, '.')
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if any(fnmatch.fnmatchcase(package, pat=pattern)
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for pattern in exclude_patterns):
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print("excluding", package)
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else:
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llm_packages.append(package)
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print("including", package)
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return llm_packages
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def setup_package():
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metadata = dict(
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name='bigdl-llm',
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version=VERSION,
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description='Large Language Model Develop Toolkit',
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long_description=long_description,
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long_description_content_type="text/markdown",
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author='BigDL Authors',
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author_email='bigdl-user-group@googlegroups.com',
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license='Apache License, Version 2.0',
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url='https://github.com/intel-analytics/BigDL',
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packages=get_llm_packages(),
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package_dir={"": "src"},
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install_requires=[""],
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include_package_data=True,
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classifiers=[
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'License :: OSI Approved :: Apache Software License',
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'Programming Language :: Python :: 3',
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'Programming Language :: Python :: 3.9',
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'Programming Language :: Python :: Implementation :: CPython'],
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platforms=['linux']
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)
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setup(**metadata)
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if __name__ == '__main__':
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setup_package()
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@ -16,10 +16,22 @@
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# limitations under the License.
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#
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# >> Usage:
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#
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# >>>> Build for the current platform:
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# python setup.py clean --all bdist_wheel
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# >>>> Windows:
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# python setup.py clean --all bdist_wheel --win
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# >>>> Linux：
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# python setup.py clean --all bdist_wheel --linux
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import os
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import sys
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import fnmatch
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from setuptools import setup
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import urllib.request
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import platform
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import shutil
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long_description = '''
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BigDL LLM
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@ -29,6 +41,7 @@ exclude_patterns = ["*__pycache__*", "*ipynb_checkpoints*"]
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BIGDL_PYTHON_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
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VERSION = open(os.path.join(BIGDL_PYTHON_HOME, 'version.txt'), 'r').read().strip()
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llm_home = os.path.join(os.path.dirname(os.path.abspath(__file__)), "src")
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libs_dir = os.path.join(llm_home, "bigdl", "llm", "libs")
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def get_llm_packages():
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@ -45,36 +58,76 @@ def get_llm_packages():
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return llm_packages
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lib_urls = [
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lib_urls = {}
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lib_urls["Windows"] = [
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/llama.dll",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/quantize-llama.exe",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/gptneox.dll",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/quantize-gptneox.exe",
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# TODO: add bloomz
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]
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lib_urls["Linux"] = [
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/libllama_avx2.so",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/libllama_avx512.so",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/quantize-llama",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/libgptneox_avx2.so",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/libgptneox_avx512.so",
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"https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/quantize-gptneox",
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]
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def download_libs(url: str):
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libs_dir = os.path.join(llm_home, "bigdl", "llm", "libs")
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if not os.path.exists(libs_dir):
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os.makedirs(libs_dir, exist_ok=True)
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def download_libs(url: str, change_permission=False):
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libso_file_name = url.split('/')[-1]
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libso_file = os.path.join(libs_dir, libso_file_name)
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if not os.path.exists(libso_file):
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print(">> Downloading from ", url)
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urllib.request.urlretrieve(url, libso_file)
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if change_permission:
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os.chmod(libso_file, 0o775)
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def setup_package():
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package_data = [
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package_data = {}
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package_data["Windows"] = [
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"libs/llama.dll",
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"libs/quantize-llama.exe",
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"libs/gptneox.dll",
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"libs/quantize-gptneox.exe",
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]
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package_data["Linux"] = [
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"libs/libllama_avx2.so",
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"libs/libllama_avx512.so",
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"libs/quantize-llama",
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"libs/libgptneox_avx2.so",
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"libs/libgptneox_avx512.so",
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"libs/quantize-gptneox",
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]
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for url in lib_urls:
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download_libs(url)
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platform_name = None
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if "--win" in sys.argv:
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platform_name = "Windows"
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sys.argv.remove("--win")
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if "--linux" in sys.argv:
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platform_name = "Linux"
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sys.argv.remove("--linux")
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if platform_name is None:
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if platform.platform().startswith('Windows'):
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platform_name = "Windows"
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else:
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platform_name = "Linux"
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change_permission = True if platform_name == "Linux" else False
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# Delete legacy libs
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if os.path.exists(libs_dir):
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print(f"Deleting existing libs_dir {libs_dir} ....")
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shutil.rmtree(libs_dir)
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os.makedirs(libs_dir, exist_ok=True)
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for url in lib_urls[platform_name]:
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download_libs(url, change_permission=change_permission)
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metadata = dict(
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name='bigdl-llm',
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@ -88,7 +141,7 @@ def setup_package():
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url='https://github.com/intel-analytics/BigDL',
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packages=get_llm_packages(),
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package_dir={"": "src"},
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package_data={"bigdl.llm": package_data},
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package_data={"bigdl.llm": package_data[platform_name]},
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include_package_data=True,
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classifiers=[
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'License :: OSI Approved :: Apache Software License',
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1
python/llm/vendor/bloomz.cpp
vendored
1
python/llm/vendor/bloomz.cpp
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@ -1 +0,0 @@
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Subproject commit 6d2dee07626b7e8b6af1ada2bfb1bb17de4deaea
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1
python/llm/vendor/llama.cpp
vendored
1
python/llm/vendor/llama.cpp
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@ -1 +0,0 @@
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Subproject commit 5026ad5e525e3bb8354d9169aaf9b147ef8b6b85
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1
python/llm/vendor/redpajama.cpp
vendored
1
python/llm/vendor/redpajama.cpp
vendored
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@ -1 +0,0 @@
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Subproject commit bec989c272fd733d1db1069fb47ad5008ae1cd7e
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