From 147f6ebcc7eb6afda3a77bb317e5907fa9fee2c5 Mon Sep 17 00:00:00 2001 From: yezhem Date: Wed, 3 Jul 2024 10:49:48 +0000 Subject: [PATCH] [ci] easy for use: auto publish package and image --- .github/workflows/pr-clean-code-test.yml | 7 +++- .github/workflows/pre-commit | 22 +++++++---- Dockerfile.deploy | 13 +++++++ README.md | 37 +++++++++--------- build.sh | 7 ++++ docs/assets/architecture.jpg | Bin 4649166 -> 169677 bytes mlora/cli/setting.py | 9 ----- mlora/utils/setup.py | 1 - mlora_cli.py | 38 ------------------- {mlora/cli => mlora_cli}/__init__.py | 0 {mlora/cli => mlora_cli}/adapter.py | 0 {mlora/cli => mlora_cli}/dataset.py | 0 {mlora/cli => mlora_cli}/dispatcher.py | 0 {mlora/cli => mlora_cli}/file.py | 0 mlora_cli/pyproject.toml | 23 ++++++++++++ mlora_cli/setting.py | 32 ++++++++++++++++ mlora_cli/shell.py | 46 +++++++++++++++++++++++ {mlora/cli => mlora_cli}/task.py | 0 mlora_client.py | 4 ++ mlora_server.py | 6 ++- mlora.py => mlora_train.py | 0 pyproject.cli.toml | 26 +++++++++++++ pyproject.mlora.toml | 42 +++++++++++++++++++++ pyproject.toml | 43 +-------------------- tests/finetune_all_case.sh | 2 +- 25 files changed, 241 insertions(+), 117 deletions(-) create mode 100644 Dockerfile.deploy create mode 100755 build.sh delete mode 100644 mlora/cli/setting.py delete mode 100644 mlora_cli.py rename {mlora/cli => mlora_cli}/__init__.py (100%) rename {mlora/cli => mlora_cli}/adapter.py (100%) rename {mlora/cli => mlora_cli}/dataset.py (100%) rename {mlora/cli => mlora_cli}/dispatcher.py (100%) rename {mlora/cli => mlora_cli}/file.py (100%) create mode 100644 mlora_cli/pyproject.toml create mode 100644 mlora_cli/setting.py create mode 100644 mlora_cli/shell.py rename {mlora/cli => mlora_cli}/task.py (100%) create mode 100644 mlora_client.py rename mlora.py => mlora_train.py (100%) create mode 100644 pyproject.cli.toml create mode 100644 pyproject.mlora.toml mode change 100644 => 120000 pyproject.toml diff --git a/.github/workflows/pr-clean-code-test.yml b/.github/workflows/pr-clean-code-test.yml index 64c37dd6..08ee94ea 100644 --- a/.github/workflows/pr-clean-code-test.yml +++ b/.github/workflows/pr-clean-code-test.yml @@ -26,22 +26,27 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - pip install .[ci_test] + pip install lizard flake8 black isort mypy - name: CCN with Lizard run: | lizard -l python ./mlora -C 12 + lizard -l python ./mlora_cli -C 12 - name: Lint with flake8 run: | flake8 ./mlora --count --show-source --statistics --max-line-length=88 --max-complexity 15 --ignore=E203,W503,E704 + flake8 ./mlora_cli --count --show-source --statistics --max-line-length=88 --max-complexity 15 --ignore=E203,W503,E704 - name: Lint with black run: | black --check ./mlora + black --check ./mlora_cli - name: Lint with isort run: | isort ./mlora --check --profile black + isort ./mlora_cli --check --profile black - name: Static code check with mypy run: | mypy ./mlora --ignore-missing-imports --non-interactive --install-types --check-untyped-defs + mypy ./mlora_cli --ignore-missing-imports --non-interactive --install-types --check-untyped-defs - name: Test with pytest run: | pytest diff --git a/.github/workflows/pre-commit b/.github/workflows/pre-commit index 49f04528..34d4c359 100755 --- a/.github/workflows/pre-commit +++ b/.github/workflows/pre-commit @@ -1,13 +1,21 @@ #!/bin/bash -lizard -l python ./mlora -C 12 +check_dir=( + "./mlora" + "./mlora_cli" +) -black --check ./mlora +for dir in ${check_dir[*]}; do + lizard -l python ${dir} -C 12 + + black --check ${dir} + + isort ${dir} --check --profile black + + flake8 ${dir} --count --show-source --statistics --max-line-length=88 --max-complexity 15 --ignore=E203,W503,E704 + + mypy ${dir} --ignore-missing-imports --non-interactive --install-types --check-untyped-defs +done -isort ./mlora --check --profile black - -flake8 ./mlora --count --show-source --statistics --max-line-length=88 --max-complexity 15 --ignore=E203,W503,E704 - -mypy ./mlora --ignore-missing-imports --non-interactive --install-types --check-untyped-defs pytest diff --git a/Dockerfile.deploy b/Dockerfile.deploy new file mode 100644 index 00000000..ec210471 --- /dev/null +++ b/Dockerfile.deploy @@ -0,0 +1,13 @@ +FROM yezhengmaolove/mlora:latest + +MAINTAINER YeZhengMao + +WORKDIR /mLoRA + +RUN git pull \ + && /usr/bin/echo -e '#!/bin/bash\neval "$(pyenv init -)"\neval "$(pyenv virtualenv-init -)"\npython mlora_server.py --base_model $BASE_MODEL --root $STORAGE_DIR' | tee /opt/deploy.sh + +ENV PYENV_ROOT=/root/.pyenv +ENV PATH "$PYENV_ROOT/bin/:$PATH" + +CMD /bin/bash /opt/deploy.sh \ No newline at end of file diff --git a/README.md b/README.md index e70de5b2..b3e18d25 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,7 @@ mLoRA (a.k.a Multi-LoRA Fine-Tune) is an open-source framework designed for effi The end-to-end architecture of the mLoRA is shown in the figure:
- +
@@ -44,9 +44,9 @@ cd mLoRA pip install . ``` -The `mlora.py` code is a starting point for batch fine-tuning LoRA adapters. +The `mlora_train.py` code is a starting point for batch fine-tuning LoRA adapters. ```bash -python mlora.py \ +python mlora_train.py \ --base_model TinyLlama/TinyLlama-1.1B-Chat-v0.4 \ --config demo/lora/lora_case_1.yaml ``` @@ -55,7 +55,7 @@ You can check the adapters' configuration in [demo](./demo/) folder, there are s For further detailed usage information, please use `--help` option: ```bash -python mlora.py --help +python mlora_train.py --help ``` ## Quickstart with Docker @@ -79,34 +79,37 @@ ssh root@localhost -p # pull the latest code and run the mlora cd /mLoRA git pull -python mlora.py \ +python mlora_train.py \ --base_model TinyLlama/TinyLlama-1.1B-Chat-v0.4 \ --config demo/lora/lora_case_1.yaml ``` -## Deploy as service +## Deploy as service with Docker We can deploy mLoAR as a service to continuously receive user requests and perform fine-tuning task. -[![asciicast](https://asciinema.org/a/IifqdtBoJAVP4r8wg1lrcm9LI.svg)](https://asciinema.org/a/IifqdtBoJAVP4r8wg1lrcm9LI) +First, you should pull the latest image (for deploy): ```bash -# Install requirements for deploy -pip install .[deploy] -# Start the server -python mlora_server.py \ - --base_model /data/TinyLlama-1.1B-Chat-v1.0/ \ - --root /tmp/mlora +docker pull yezhengmaolove/mlora:deploy_latest ``` -For further detailed usage information, please use `--help` option: +Deploy our mLoRA server: ```bash -python mlora_server.py --help +docker run -itd --runtime nvidia --gpus all \ + -v ~/your_dataset_cache_dir:/cache \ + -v ~/your_model_dir:/model \ + -p :8000 \ + --name mlora_server \ + -e "BASE_MODEL=TinyLlama/TinyLlama-1.1B-Chat-v0.4" \ + -e "STORAGE_DIR=/cache" \ + yezhengmaolove/mlora:deploy_latest ``` -Once the service is deployed, use `mlora_cli.py` to interact with the server. +Once the service is deployed, install and use `mlora_cli.py` to interact with the server. ```bash -python mlora_cli.py +# install the client tools +pip install mlora-cli ``` ## Why you should use mLoRA diff --git a/build.sh b/build.sh new file mode 100755 index 00000000..7d78d209 --- /dev/null +++ b/build.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +ln -sf pyproject.cli.toml pyproject.toml +python -m build . + +ln -sf pyproject.mlora.toml pyproject.toml +python -m build . \ No newline at end of file diff --git a/docs/assets/architecture.jpg b/docs/assets/architecture.jpg index becdcb94b149ed7d25e164351584cc0cb2cf944c..c238dd2d6bcd4152978cf5d9e0429ddb5d4d9f2f 100644 GIT binary patch literal 169677 zcmeFYcUV(@w=Wn(1O!2PFG`gv9i>D?y7b;fIuQ`*H9t{6sR9B@@4ZL~9U{H=-bv^s zkWd4JaPvFo%$fVXcji6!-kJGt_LKc2Jbd@w-__UpthI0FZr1=0)s$3~0C>1V4NnaK zxLpJ&0PyeJ`TK)A?&3ZKL<9tP?-JZ6B)msNdY_b(12W2o56CFUNJt*iKBSi-!mJj|1-xZjbi}iHPr$;1)n00`B19>eQ->0RcXJF*w=HY$9CoUl=CH?HV z!fQn(WffI5J$(a1BV!X&8(TYj2S+Do4^J;|A74NJ&tF2r!oPlth)?*Dn3VkUS4vK9 zUVcGgQE^FiO)aFZzM-+HqqD2Kr?;)|3nuBj;=d*@8aJj{F^SkJ3hD*pW-gTBawTQFLem5-Kidnej=iN 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z;KGmz(&k+Ivs~8oE%$2tC}kB!W3*5qN9?*?l!51pAK_6)gmxES)gSeWDQ=TwEkerc zl@8JWJ(PmP+y63gZ50kQ!~OAfZG`%yqhuxC3}!Z8E#Av);pxR`zM(}ceXtXjXdF#C L3a+8*dGr4OV8i(0 diff --git a/mlora/cli/setting.py b/mlora/cli/setting.py deleted file mode 100644 index e179dec4..00000000 --- a/mlora/cli/setting.py +++ /dev/null @@ -1,9 +0,0 @@ -G_PORT = 8000 -G_HOST = "http://127.0.0.1" - - -def url() -> str: - global G_HOST - global G_PORT - - return G_HOST + ":" + str(G_PORT) diff --git a/mlora/utils/setup.py b/mlora/utils/setup.py index f8ab2421..17ba1919 100644 --- a/mlora/utils/setup.py +++ b/mlora/utils/setup.py @@ -4,7 +4,6 @@ import torch -import mlora import mlora.profiler diff --git a/mlora_cli.py b/mlora_cli.py deleted file mode 100644 index bf2d8f97..00000000 --- a/mlora_cli.py +++ /dev/null @@ -1,38 +0,0 @@ -import mlora.cli - -import cmd - - -def help_quit(_): - print("Quit the cli") - - -def do_quit(*_): - exit(0) - - -class mLoRAShell(cmd.Cmd): - intro = 'Welcome to the mLoRA CLI. Type help or ? to list commands.\n' - prompt = '(mLoRA) ' - - help_quit = help_quit - do_quit = do_quit - - help_dispatcher = mlora.cli.help_dispatcher - do_dispatcher = mlora.cli.do_dispatcher - - help_file = mlora.cli.help_file - do_file = mlora.cli.do_file - - help_dataset = mlora.cli.help_dataset - do_dataset = mlora.cli.do_dataset - - help_adapter = mlora.cli.help_adapter - do_adapter = mlora.cli.do_adapter - - help_task = mlora.cli.help_task - do_task = mlora.cli.do_task - - -if __name__ == '__main__': - mLoRAShell().cmdloop() diff --git a/mlora/cli/__init__.py b/mlora_cli/__init__.py similarity index 100% rename from mlora/cli/__init__.py rename to mlora_cli/__init__.py diff --git a/mlora/cli/adapter.py b/mlora_cli/adapter.py similarity index 100% rename from mlora/cli/adapter.py rename to mlora_cli/adapter.py diff --git a/mlora/cli/dataset.py b/mlora_cli/dataset.py similarity index 100% rename from mlora/cli/dataset.py rename to mlora_cli/dataset.py diff --git a/mlora/cli/dispatcher.py b/mlora_cli/dispatcher.py similarity index 100% rename from mlora/cli/dispatcher.py rename to mlora_cli/dispatcher.py diff --git a/mlora/cli/file.py b/mlora_cli/file.py similarity index 100% rename from mlora/cli/file.py rename to mlora_cli/file.py diff --git a/mlora_cli/pyproject.toml b/mlora_cli/pyproject.toml new file mode 100644 index 00000000..8b39bb04 --- /dev/null +++ b/mlora_cli/pyproject.toml @@ -0,0 +1,23 @@ +[build-system] +requires = ["setuptools"] +build-backend = "setuptools.build_meta" + +[project] +name = "mlora_cli" +version = "0.2" +description = "A cli tool for mLoRA system." +readme = "README.md" +requires-python = ">=3.12" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", +] +dependencies = ["rich", "InquirerPy"] + +[project.urls] +"Homepage" = "https://github.com/TUDB-Labs/mLoRA" +"Bug Tracker" = "https://github.com/TUDB-Labs/mLoRA/issues" + +[tool.setuptools.packages.find] +include = [".*"] diff --git a/mlora_cli/setting.py b/mlora_cli/setting.py new file mode 100644 index 00000000..9e9b7da5 --- /dev/null +++ b/mlora_cli/setting.py @@ -0,0 +1,32 @@ +G_PORT = 8000 +G_HOST = "http://127.0.0.1" + + +def url() -> str: + global G_HOST + global G_PORT + + return G_HOST + ":" + str(G_PORT) + + +def help_set(): + print("Usage of a set:") + print(" host") + print(" set the host.") + print(" port") + print(" set the port.") + + +def do_set(_, args): + args = args.split(" ") + + global G_PORT + global G_HOST + + if args[0] == "host": + G_HOST = args[1] + elif args[0] == "port": + # convert to int to check + G_PORT = int(args[1]) + else: + help_set() diff --git a/mlora_cli/shell.py b/mlora_cli/shell.py new file mode 100644 index 00000000..cfa65544 --- /dev/null +++ b/mlora_cli/shell.py @@ -0,0 +1,46 @@ +import cmd + +from .adapter import do_adapter, help_adapter +from .dataset import do_dataset, help_dataset +from .dispatcher import do_dispatcher, help_dispatcher +from .file import do_file, help_file +from .setting import do_set, help_set +from .task import do_task, help_task + + +def help_quit(_): + print("Quit the cli") + + +def do_quit(*_): + exit(0) + + +class mLoRAShell(cmd.Cmd): + intro = "Welcome to the mLoRA CLI. Type help or ? to list commands.\n" + prompt = "(mLoRA) " + + help_quit = help_quit + do_quit = do_quit + + help_dispatcher = help_dispatcher + do_dispatcher = do_dispatcher + + help_file = help_file + do_file = do_file + + help_dataset = help_dataset + do_dataset = do_dataset + + help_adapter = help_adapter + do_adapter = do_adapter + + help_task = help_task + do_task = do_task + + help_set = help_set + do_set = do_set + + +def cmd_loop(): + mLoRAShell().cmdloop() diff --git a/mlora/cli/task.py b/mlora_cli/task.py similarity index 100% rename from mlora/cli/task.py rename to mlora_cli/task.py diff --git a/mlora_client.py b/mlora_client.py new file mode 100644 index 00000000..9daea1c9 --- /dev/null +++ b/mlora_client.py @@ -0,0 +1,4 @@ +from mlora_cli.shell import cmd_loop + +if __name__ == "__main__": + cmd_loop() diff --git a/mlora_server.py b/mlora_server.py index 3e1db8e7..9c32b55f 100644 --- a/mlora_server.py +++ b/mlora_server.py @@ -93,7 +93,11 @@ def backend_server_run_fn(args): mLoRAServer.include_router(mlora.server.adapter_router) mLoRAServer.include_router(mlora.server.task_router) - web_thread = threading.Thread(target=uvicorn.run, args=(mLoRAServer,)) + web_thread = threading.Thread( + target=uvicorn.run, + args=(mLoRAServer,), + kwargs={"host": "0.0.0.0", "port": 8000}, + ) logging.info("Start the backend web server run thread") web_thread.start() diff --git a/mlora.py b/mlora_train.py similarity index 100% rename from mlora.py rename to mlora_train.py diff --git a/pyproject.cli.toml b/pyproject.cli.toml new file mode 100644 index 00000000..eeecfa08 --- /dev/null +++ b/pyproject.cli.toml @@ -0,0 +1,26 @@ +[project] +name = "mlora_cli" +version = "0.2.1" +description = "The cli tools for mLoRA system." +readme = "README.md" +requires-python = ">=3.8" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", +] +dependencies = ["requests", "rich", "InquirerPy"] + +[project.urls] +"Homepage" = "https://github.com/TUDB-Labs/mLoRA" +"Bug Tracker" = "https://github.com/TUDB-Labs/mLoRA/issues" + +[build-system] +requires = ["setuptools"] +build-backend = "setuptools.build_meta" + +[tool.setuptools.packages.find] +include = ["mlora_cli", "mlora_cli.*"] + +[project.scripts] +mlora_cli = "mlora_cli.shell:cmd_loop" diff --git a/pyproject.mlora.toml b/pyproject.mlora.toml new file mode 100644 index 00000000..d59df97e --- /dev/null +++ b/pyproject.mlora.toml @@ -0,0 +1,42 @@ +[project] +name = "mlora" +version = "0.2" +description = "A system for fine-tuning multiple large language models (LLMs) using the LoRA and its variants more efficiently." +readme = "README.md" +requires-python = ">=3.12" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", +] +dependencies = [ + "torch==2.2.1", + "einops==0.6.1", + "datasets==2.14.5", + "accelerate==0.24.1", + "transformers==4.38.2", + "bitsandbytes==0.41.1", + "sentencepiece==0.1.99", + "protobuf==3.20.2", + "scipy==1.11.4", +] + +[project.optional-dependencies] +ci_test = ["pytest", "flake8", "lizard", "black", "isort", "mypy"] +test = ["peft", "setuptools"] +debug = ["graphviz"] +deploy = ["fastapi", "plyvel", "uvicorn"] + +[project.urls] +"Homepage" = "https://github.com/TUDB-Labs/mLoRA" +"Bug Tracker" = "https://github.com/TUDB-Labs/mLoRA/issues" + +[tool.pytest.ini_options] +pythonpath = [".", "mlora"] + +[build-system] +requires = ["setuptools"] +build-backend = "setuptools.build_meta" + +[tool.setuptools.packages.find] +include = ["mlora", "mlora.*"] diff --git a/pyproject.toml b/pyproject.toml deleted file mode 100644 index 64010fad..00000000 --- a/pyproject.toml +++ /dev/null @@ -1,42 +0,0 @@ -[build-system] -requires = ["setuptools"] -build-backend = "setuptools.build_meta" - -[project] -name = "mlora" -version = "0.2" -description = "A system for fine-tuning multiple large language models (LLMs) using the LoRA and its variants more efficiently." -readme = "README.md" -requires-python = ">=3.12" -classifiers = [ - "Programming Language :: Python :: 3", - "License :: OSI Approved :: Apache Software License", - "Operating System :: OS Independent", -] -dependencies = [ - "torch==2.2.1", - "einops==0.6.1", - "datasets==2.14.5", - "accelerate==0.24.1", - "transformers==4.38.2", - "bitsandbytes==0.41.1", - "sentencepiece==0.1.99", - "protobuf==3.20.2", - "scipy==1.11.4", -] - -[project.optional-dependencies] -ci_test = ["pytest", "flake8", "lizard", "black", "isort", "mypy"] -test = ["peft", "setuptools"] -debug = ["graphviz"] -deploy = ["rich", "fastapi", "plyvel", "uvicorn", "InquirerPy"] - -[tool.pytest.ini_options] -pythonpath = [".", "mlora"] - -[project.urls] -"Homepage" = "https://github.com/TUDB-Labs/mLoRA" -"Bug Tracker" = "https://github.com/TUDB-Labs/mLoRA/issues" - -[tool.setuptools.packages.find] -include = ["mlora"] diff --git a/pyproject.toml b/pyproject.toml new file mode 120000 index 00000000..90a50f91 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1 @@ +pyproject.mlora.toml \ No newline at end of file diff --git a/tests/finetune_all_case.sh b/tests/finetune_all_case.sh index 13b73917..caacf5de 100755 --- a/tests/finetune_all_case.sh +++ b/tests/finetune_all_case.sh @@ -12,5 +12,5 @@ declare -a test_case_yamls=( set -x for test_case in "${test_case_yamls[@]}" do - python mlora.py --base_model $1 --config ${test_case} + python mlora_train.py --base_model $1 --config ${test_case} done \ No newline at end of file

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