diff --git a/Dockerfile b/Dockerfile index 19b2e0692..11bd2754c 100644 --- a/Dockerfile +++ b/Dockerfile @@ -208,7 +208,7 @@ COPY server/Makefile server/Makefile RUN cd server && \ make gen-server && \ - pip install ".[bnb, accelerate, quantize]" --no-cache-dir + pip install ".[bnb, accelerate, quantize, peft]" --no-cache-dir # Install router COPY --from=builder /usr/src/target/release/lorax-router /usr/local/bin/lorax-router @@ -234,7 +234,8 @@ RUN chmod +x sync.sh RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" && \ unzip awscliv2.zip && \ - sudo ./aws/install + sudo ./aws/install && \ + rm -rf aws awscliv2.zip # ENTRYPOINT ["./entrypoint.sh"] ENTRYPOINT ["lorax-launcher"] diff --git a/server/Makefile b/server/Makefile index 333d85ef1..8900e4132 100644 --- a/server/Makefile +++ b/server/Makefile @@ -15,14 +15,10 @@ gen-server: find lorax_server/pb/ -type f -name "*.py" -print0 -exec sed -i -e 's/^\(import.*pb2\)/from . \1/g' {} \; touch lorax_server/pb/__init__.py -install-torch: - # Install specific version of torch - pip install torch --extra-index-url https://download.pytorch.org/whl/cu118 --no-cache-dir - -install: gen-server install-torch +install: gen-server pip install pip --upgrade pip install -r requirements.txt - pip install -e ".[bnb, accelerate]" + pip install -e ".[bnb, accelerate, quantize, peft]" run-dev: # SAFETENSORS_FAST_GPU=1 python -m torch.distributed.run --nproc_per_node=1 lorax_server/cli.py serve gpt2 @@ -32,4 +28,4 @@ run-dev: # SAFETENSORS_FAST_GPU=1 python -m torch.distributed.run --nproc_per_node=1 lorax_server/cli.py serve flozi00/Mistral-7B-german-assistant-v5-4bit-autogptq --quantize gptq export-requirements: - poetry export -o requirements.txt -E bnb -E quantize --without-hashes + poetry export -o requirements.txt -E bnb --without-hashes diff --git a/server/poetry.lock b/server/poetry.lock index 819548917..dd1c1af93 100644 --- a/server/poetry.lock +++ b/server/poetry.lock @@ -4,7 +4,7 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{version = "2.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} typing-extensions = "*" [package.extras] dynamo = ["jinja2"] opt-einsum = ["opt-einsum (>=3.3)"] -[package.source] -type = "legacy" -url = "https://download.pytorch.org/whl/cu118" -reference = "torch" - [[package]] name = "tqdm" version = "4.66.1" @@ -2415,13 +2590,13 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=5.2,<6.0)", "isort (>=5.0.6,<6. [[package]] name = "typing-extensions" -version = "4.8.0" +version = "4.9.0" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" files = [ - {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"}, - {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"}, + {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"}, + {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"}, ] [[package]] @@ -2782,9 +2957,11 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [extras] accelerate = ["accelerate"] bnb = ["bitsandbytes"] +peft = ["peft"] quantize = ["accelerate", "datasets", "texttable"] +torch = ["torch"] [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "151ae83f306aafec7e9fe044359d9eaada48c55910ad7f25de7461507f6adfe6" +content-hash = "9ebdc761192d071363f54433cc7ec0a82dd05daef2ead21058b6aa3592c506df" diff --git a/server/pyproject.toml b/server/pyproject.toml index 206a3f8bf..4fb0e1c91 100644 --- a/server/pyproject.toml +++ b/server/pyproject.toml @@ -32,15 +32,17 @@ einops = "^0.6.1" tiktoken = "^0.5.2" texttable = { version = "^1.6.7", optional = true } datasets = { version = "^2.14.0", optional = true } -torch = {version = "2.1.1+cu118", source = "torch"} -peft = "0.4.0" +torch = {version = "2.1.1", optional = true } +peft = {version = "0.4.0", optional = true } boto3 = "^1.28.34" urllib3 = "<=1.26.18" stanford-stk = "^0.0.6" [tool.poetry.extras] +torch = ["torch"] accelerate = ["accelerate"] bnb = ["bitsandbytes"] +peft = ["peft"] quantize = ["texttable", "datasets", "accelerate"] [tool.poetry.group.dev.dependencies] @@ -49,7 +51,7 @@ pytest = "^7.3.0" [[tool.poetry.source]] -name = "torch" +name = "pytorch-gpu" url = "https://download.pytorch.org/whl/cu118" priority = "explicit" diff --git a/server/requirements.txt b/server/requirements.txt index 589affb88..da0fdd3e1 100644 --- a/server/requirements.txt +++ b/server/requirements.txt @@ -1,43 +1,26 @@ ---extra-index-url https://download.pytorch.org/whl/cu118 - -accelerate==0.24.1 ; python_version >= "3.9" and python_version < "4.0" -aiohttp==3.9.1 ; python_version >= "3.9" and python_version < "4.0" -aiosignal==1.3.1 ; python_version >= "3.9" and python_version < "4.0" -async-timeout==4.0.3 ; python_version >= "3.9" and python_version < "3.11" -attrs==23.1.0 ; python_version >= "3.9" and python_version < "4.0" backoff==2.2.1 ; python_version >= "3.9" and python_version < "4.0" -bitsandbytes==0.41.3 ; python_version >= "3.9" and python_version < "4.0" -boto3==1.33.11 ; python_version >= "3.9" and python_version < "4.0" -botocore==1.33.11 ; python_version >= "3.9" and python_version < "4.0" +bitsandbytes==0.41.3.post2 ; python_version >= "3.9" and python_version < "4.0" +boto3==1.34.4 ; python_version >= "3.9" and python_version < "4.0" +botocore==1.34.4 ; python_version >= "3.9" and python_version < "4.0" certifi==2023.11.17 ; python_version >= "3.9" and python_version < "4.0" charset-normalizer==3.3.2 ; python_version >= "3.9" and python_version < "4.0" click==8.1.7 ; python_version >= "3.9" and python_version < "4.0" colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and (sys_platform == "win32" or platform_system == "Windows") -datasets==2.15.0 ; python_version >= "3.9" and python_version < "4.0" deprecated==1.2.14 ; python_version >= "3.9" and python_version < "4.0" -dill==0.3.7 ; python_version >= "3.9" and python_version < "4.0" einops==0.6.1 ; python_version >= "3.9" and python_version < "4.0" filelock==3.13.1 ; python_version >= "3.9" and python_version < "4.0" -frozenlist==1.4.0 ; python_version >= "3.9" and python_version < "4.0" fsspec==2023.10.0 ; python_version >= "3.9" and python_version < "4.0" -fsspec[http]==2023.10.0 ; python_version >= "3.9" and python_version < "4.0" -googleapis-common-protos==1.61.0 ; python_version >= "3.9" and python_version < "4.0" +googleapis-common-protos==1.62.0 ; python_version >= "3.9" and python_version < "4.0" grpc-interceptor==0.15.4 ; python_version >= "3.9" and python_version < "4.0" -grpcio-reflection==1.59.3 ; python_version >= "3.9" and python_version < "4.0" -grpcio-status==1.59.3 ; python_version >= "3.9" and python_version < "4.0" -grpcio==1.59.3 ; python_version >= "3.9" and python_version < "4.0" +grpcio-reflection==1.60.0 ; python_version >= "3.9" and python_version < "4.0" +grpcio-status==1.60.0 ; python_version >= "3.9" and python_version < "4.0" +grpcio==1.60.0 ; python_version >= "3.9" and python_version < "4.0" hf-transfer==0.1.4 ; python_version >= "3.9" and python_version < "4.0" huggingface-hub==0.19.4 ; python_version >= "3.9" and python_version < "4.0" idna==3.6 ; python_version >= "3.9" and python_version < "4.0" importlib-metadata==6.11.0 ; python_version >= "3.9" and python_version < "4.0" -jinja2==3.1.2 ; python_version >= "3.9" and python_version < "4.0" jmespath==1.0.1 ; python_version >= "3.9" and python_version < "4.0" loguru==0.6.0 ; python_version >= "3.9" and python_version < "4.0" -markupsafe==2.1.3 ; python_version >= "3.9" and python_version < "4.0" -mpmath==1.3.0 ; python_version >= "3.9" and python_version < "4.0" -multidict==6.0.4 ; python_version >= "3.9" and python_version < "4.0" -multiprocess==0.70.15 ; python_version >= "3.9" and python_version < "4.0" -networkx==3.2.1 ; python_version >= "3.9" and python_version < "4.0" numpy==1.26.2 ; python_version >= "3.9" and python_version < "4.0" opentelemetry-api==1.21.0 ; python_version >= "3.9" and python_version < "4.0" opentelemetry-exporter-otlp-proto-common==1.21.0 ; python_version >= "3.9" and python_version < "4.0" @@ -50,37 +33,25 @@ opentelemetry-proto==1.21.0 ; python_version >= "3.9" and python_version < "4.0" opentelemetry-sdk==1.21.0 ; python_version >= "3.9" and python_version < "4.0" opentelemetry-semantic-conventions==0.42b0 ; python_version >= "3.9" and python_version < "4.0" packaging==23.2 ; python_version >= "3.9" and python_version < "4.0" -pandas==2.1.3 ; python_version >= "3.9" and python_version < "4.0" -peft==0.4.0 ; python_version >= "3.9" and python_version < "4.0" protobuf==4.25.1 ; python_version >= "3.9" and python_version < "4.0" -psutil==5.9.6 ; python_version >= "3.9" and python_version < "4.0" -pyarrow-hotfix==0.6 ; python_version >= "3.9" and python_version < "4.0" -pyarrow==14.0.1 ; python_version >= "3.9" and python_version < "4.0" python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0" -pytz==2023.3.post1 ; python_version >= "3.9" and python_version < "4.0" pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0" regex==2023.10.3 ; python_version >= "3.9" and python_version < "4.0" requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0" -s3transfer==0.8.2 ; python_version >= "3.9" and python_version < "4.0" +s3transfer==0.9.0 ; python_version >= "3.9" and python_version < "4.0" safetensors==0.3.1 ; python_version >= "3.9" and python_version < "4.0" sentencepiece==0.1.99 ; python_version >= "3.9" and python_version < "4.0" setuptools==69.0.2 ; python_version >= "3.9" and python_version < "4.0" six==1.16.0 ; python_version >= "3.9" and python_version < "4.0" stanford-stk==0.0.6 ; python_version >= "3.9" and python_version < "4.0" -sympy==1.12 ; python_version >= "3.9" and python_version < "4.0" -texttable==1.7.0 ; python_version >= "3.9" and python_version < "4.0" tiktoken==0.5.2 ; python_version >= "3.9" and python_version < "4.0" tokenizers==0.15.0 ; python_version >= "3.9" and python_version < "4.0" -torch==2.1.1+cu118 ; python_version >= "3.9" and python_version < "4.0" tqdm==4.66.1 ; python_version >= "3.9" and python_version < "4.0" transformers==4.36.0 ; python_version >= "3.9" and python_version < "4.0" triton==2.1.0 ; python_version >= "3.9" and python_version < "4.0" typer==0.6.1 ; python_version >= "3.9" and python_version < "4.0" -typing-extensions==4.8.0 ; python_version >= "3.9" and python_version < "4.0" -tzdata==2023.3 ; python_version >= "3.9" and python_version < "4.0" +typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0" urllib3==1.26.18 ; python_version >= "3.9" and python_version < "4.0" win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "win32" wrapt==1.16.0 ; python_version >= "3.9" and python_version < "4.0" -xxhash==3.4.1 ; python_version >= "3.9" and python_version < "4.0" -yarl==1.9.4 ; python_version >= "3.9" and python_version < "4.0" zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"