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Making `make install` work better by default. (#2004) 

# What does this PR do?

Making `make install` a much better sane default to start local dev
environments.

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Fixes # (issue)


## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Did you read the [contributor
guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests),
      Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the
[forum](https://discuss.huggingface.co/)? Please add a link
      to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes?
Here are the
[documentation
guidelines](https://github.com/huggingface/transformers/tree/main/docs),
and
[here are tips on formatting
docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?


## Who can review?

Anyone in the community is free to review the PR once the tests have
passed. Feel free to tag
members/contributors who may be interested in your PR.

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This commit is contained in:
Nicolas Patry 2024-06-04 19:38:46 +02:00 committed by GitHub
parent d14eaacaca
commit 8390e251d9
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
11 changed files with 355 additions and 308 deletions
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2
.github/workflows/tests.yaml vendored
View File

@ -68,7 +68,7 @@ jobs:
~/.cargo/git
- name: Install
run: |
make install
make install-cpu
- name: Run server tests
run: |
pip install pytest

4
Cargo.toml
View File

@ -20,6 +20,10 @@ tokenizers = { version = "0.19.1", features = ["http"] }
hf-hub = { version = "0.3.1", features = ["tokio"] }
[profile.release]
incremental = true
[profile.release-binary]
inherits = "release"
debug = 1
incremental = true
lto = "fat"

2
Dockerfile
View File

@ -193,7 +193,7 @@ COPY --from=flash-att-builder /usr/src/flash-attention/csrc/layer_norm/build/lib
COPY --from=flash-att-builder /usr/src/flash-attention/csrc/rotary/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from flash attention v2 builder
COPY --from=flash-att-v2-builder /usr/src/flash-attention-v2/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
COPY --from=flash-att-v2-builder /opt/conda/lib/python3.10/site-packages/flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from custom kernels builder
COPY --from=custom-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages

17
Makefile
View File

@ -1,12 +1,8 @@
install-server:
cd server && make install
install-custom-kernels:
if [ "$$BUILD_EXTENSIONS" = "True" ]; then cd server/custom_kernels && python setup.py install; else echo "Custom kernels are disabled, you need to set the BUILD_EXTENSIONS environment variable to 'True' in order to build them. (Please read the docs, kernels might not work on all hardware)"; fi
install-integration-tests:
cd integration-tests && pip install -r requirements.txt
cd clients/python && pip install .
install-server-cpu:
cd server && make install-server
install-router:
cd router && cargo install --path .
@ -17,7 +13,10 @@ install-launcher:
install-benchmark:
cd benchmark && cargo install --path .
install: install-server install-router install-launcher install-custom-kernels
install: install-server install-router install-launcher
install-cpu: install-server-cpu install-router install-launcher
server-dev:
cd server && make run-dev
@ -28,6 +27,10 @@ router-dev:
rust-tests: install-router install-launcher
cargo test
install-integration-tests:
cd integration-tests && pip install -r requirements.txt
cd clients/python && pip install .
integration-tests: install-integration-tests
pytest -s -vv -m "not private" integration-tests

6
router/client/build.rs
View File

@ -13,7 +13,11 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
.out_dir("src/v2/pb")
.include_file("mod.rs")
.compile_with_config(config, &["../../proto/generate.proto"], &["../../proto"])
.unwrap_or_else(|e| panic!("protobuf compilation failed: {e}"));
.map_err(|e| match e.kind(){
std::io::ErrorKind::NotFound => {panic!("`protoc` not found, install libprotoc")},
std::io::ErrorKind::Other => {panic!("`protoc` version unsupported, upgrade protoc: https://github.com/protocolbuffers/protobuf/releases")},
e => {e}
}).unwrap_or_else(|e| panic!("protobuf compilation failed: {e}"));
fs::create_dir_all("src/v3/pb").unwrap_or(());
let mut config = prost_build::Config::new();

12
server/Makefile
View File

@ -10,18 +10,26 @@ unit-tests:
gen-server:
# Compile protos
pip install grpcio-tools==1.51.1 mypy-protobuf==3.4.0 'types-protobuf>=3.20.4' --no-cache-dir
pip install grpcio-tools==1.62.2 mypy-protobuf==3.6.0 'types-protobuf' --no-cache-dir
mkdir text_generation_server/pb || true
python -m grpc_tools.protoc -I../proto/v3 --python_out=text_generation_server/pb \
--grpc_python_out=text_generation_server/pb --mypy_out=text_generation_server/pb ../proto/v3/generate.proto
find text_generation_server/pb/ -type f -name "*.py" -print0 -exec sed -i -e 's/^\(import.*pb2\)/from . \1/g' {} \;
touch text_generation_server/pb/__init__.py
install: gen-server
install-server: gen-server
pip install pip --upgrade
pip install -r requirements_cuda.txt
pip install -e ".[bnb, accelerate, quantize, peft, outlines]"
install: install-cuda
echo "Installed server"
install-cuda: install-server install-flash-attention-v2-cuda install-vllm-cuda install-flash-attention
install-rocm: install-server install-flash-attention-v2-rocm install-vllm-rocm
run-dev:
SAFETENSORS_FAST_GPU=1 python -m torch.distributed.run --nproc_per_node=2 text_generation_server/cli.py serve bigscience/bloom-560m --sharded

22
server/Makefile-flash-att
View File

@ -1,16 +1,14 @@
flash_att_commit := 3a9bfd076f98746c73362328958dbc68d145fbec
flash-attention:
# Clone flash attention
pip install -U packaging ninja --no-cache-dir
git clone https://github.com/HazyResearch/flash-attention.git
build-flash-attention: flash-attention
cd flash-attention && git fetch && git checkout $(flash_att_commit)
cd flash-attention && python setup.py build
cd flash-attention/csrc/rotary && python setup.py build
cd flash-attention/csrc/layer_norm && python setup.py build
build-flash-attention:
if [ ! -d 'flash-attention' ]; then \
pip install -U packaging ninja --no-cache-dir && \
git clone https://github.com/HazyResearch/flash-attention.git && \
cd flash-attention && git fetch && git checkout $(flash_att_commit) && \
MAX_JOBS=8 python setup.py build && cd csrc/layer_norm && python setup.py build && cd ../rotary && python setup.py build; \
fi
install-flash-attention: build-flash-attention
pip uninstall flash_attn rotary_emb dropout_layer_norm -y || true
cd flash-attention && python setup.py install && cd csrc/layer_norm && python setup.py install && cd ../rotary && python setup.py install
if [ ! -d 'flash-attention' ]; then \
cd flash-attntion && python setup.py install && cd csrc/layer_norm && python setup.py install && cd ../rotary && python setup.py install; \
fi

41
server/Makefile-flash-att-v2
View File

@ -1,29 +1,24 @@
flash_att_v2_commit_cuda := v2.5.8
flash_att_v2_commit_cuda := v2.5.9.post1
flash_att_v2_commit_rocm := 2554f490101742ccdc56620a938f847f61754be6
build-flash-attention-v2-cuda:
pip install -U packaging wheel
pip install flash-attn==$(flash_att_v2_commit_cuda)
flash-attention-v2-cuda:
# Clone flash attention
pip install -U packaging ninja --no-cache-dir
git clone https://github.com/Dao-AILab/flash-attention.git flash-attention-v2
install-flash-attention-v2-cuda:
pip install -U packaging wheel
pip install flash-attn==$(flash_att_v2_commit_cuda)
build-flash-attention-v2-cuda: flash-attention-v2-cuda
cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_cuda)
cd flash-attention-v2 && git submodule update --init --recursive
cd flash-attention-v2 && python setup.py build
install-flash-attention-v2-cuda: build-flash-attention-v2-cuda
cd flash-attention-v2 && git submodule update --init --recursive && python setup.py install
flash-attention-v2-rocm:
# Clone flash attention
pip install -U packaging ninja --no-cache-dir
git clone https://github.com/ROCm/flash-attention.git flash-attention-v2
build-flash-attention-v2-rocm: flash-attention-v2-rocm
cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_rocm)
cd flash-attention-v2 && git submodule update --init --recursive
cd flash-attention-v2 && GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build
build-flash-attention-v2-rocm:
if [ ! -d 'flash-attention-v2' ]; then \
pip install -U packaging ninja --no-cache-dir && \
git clone https://github.com/ROCm/flash-attention.git flash-attention-v2 && \
cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_rocm) && \
git submodule update --init --recursive && GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build; \
fi
install-flash-attention-v2-rocm: build-flash-attention-v2-rocm
cd flash-attention-v2 && git submodule update --init --recursive && python setup.py install
if [ ! -d 'flash-attention-v2' ]; then \
cd flash-attention-v2 && \
GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py install; \
fi

43
server/Makefile-vllm
View File

@ -1,25 +1,26 @@
vllm-cuda:
# Clone vllm
pip install -U ninja packaging --no-cache-dir
git clone https://github.com/Narsil/vllm.git vllm
build-vllm-cuda: vllm-cuda
cd vllm && git fetch && git checkout b5dfc61db88a81069e45b44f7cc99bd9e62a60fa
cd vllm && python setup.py build
build-vllm-cuda:
if [ ! -d 'vllm' ]; then \
pip install -U ninja packaging --no-cache-dir && \
git clone https://github.com/Narsil/vllm.git vllm &&\
cd vllm && \
git fetch && git checkout b5dfc61db88a81069e45b44f7cc99bd9e62a60fa &&\
python setup.py build; \
fi
install-vllm-cuda: build-vllm-cuda
pip uninstall vllm -y || true
cd vllm && python setup.py install
if [ ! -d 'vllm' ]; then \
cd vllm && pip install -e .; \
fi
vllm-rocm:
# Clone vllm
pip install -U ninja packaging --no-cache-dir
git clone https://github.com/fxmarty/rocm-vllm.git vllm
build-vllm-rocm: vllm-rocm
cd vllm && git fetch && git checkout ca6913b3c2ffacdcb7d15e914dc34adbc6c89479
cd vllm && PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py install
build-vllm-rocm:
if [ ! -d 'vllm' ]; then \
pip install -U ninja packaging --no-cache-dir && \
git clone https://github.com/fxmarty/rocm-vllm.git vllm && \
cd vllm && git fetch && git checkout ca6913b3c2ffacdcb7d15e914dc34adbc6c89479 && \
PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build; \
fi
install-vllm-rocm: build-vllm-rocm
pip uninstall vllm -y || true
cd vllm && python setup.py install
if [ ! -d 'vllm' ]; then \
cd vllm && \
PYTORCH_ROCM_ARCH="gfx90a;gfx942" pip install -e .; \
fi

504
server/poetry.lock generated
View File

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
name = "accelerate"
@ -181,17 +181,6 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
[[package]]
name = "backoff"
version = "2.2.1"
description = "Function decoration for backoff and retry"
optional = false
python-versions = ">=3.7,<4.0"
files = [
{file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
{file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
]
[[package]]
name = "bitsandbytes"
version = "0.43.1"
@ -213,13 +202,13 @@ test = ["scipy"]
[[package]]
name = "certifi"
version = "2024.2.2"
version = "2024.6.2"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
{file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
{file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
{file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
{file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
]
[[package]]
@ -570,13 +559,13 @@ files = [
[[package]]
name = "fsspec"
version = "2024.5.0"
version = "2024.6.0"
description = "File-system specification"
optional = false
python-versions = ">=3.8"
files = [
{file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
{file = "fsspec-2024.5.0.tar.gz", hash = "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a"},
{file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
{file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
]
[package.dependencies]
@ -588,6 +577,7 @@ adl = ["adlfs"]
arrow = ["pyarrow (>=1)"]
dask = ["dask", "distributed"]
dev = ["pre-commit", "ruff"]
doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
dropbox = ["dropbox", "dropboxdrivefs", "requests"]
full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
fuse = ["fusepy"]
@ -611,17 +601,17 @@ tqdm = ["tqdm"]
[[package]]
name = "googleapis-common-protos"
version = "1.63.0"
version = "1.63.1"
description = "Common protobufs used in Google APIs"
optional = false
python-versions = ">=3.7"
files = [
{file = "googleapis-common-protos-1.63.0.tar.gz", hash = "sha256:17ad01b11d5f1d0171c06d3ba5c04c54474e883b66b949722b4938ee2694ef4e"},
{file = "googleapis_common_protos-1.63.0-py2.py3-none-any.whl", hash = "sha256:ae45f75702f7c08b541f750854a678bd8f534a1a6bace6afe975f1d0a82d6632"},
{file = "googleapis-common-protos-1.63.1.tar.gz", hash = "sha256:c6442f7a0a6b2a80369457d79e6672bb7dcbaab88e0848302497e3ec80780a6a"},
{file = "googleapis_common_protos-1.63.1-py2.py3-none-any.whl", hash = "sha256:0e1c2cdfcbc354b76e4a211a35ea35d6926a835cba1377073c4861db904a1877"},
]
[package.dependencies]
protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
[package.extras]
grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
@ -645,61 +635,61 @@ testing = ["protobuf (>=4.21.9)"]
[[package]]
name = "grpcio"
version = "1.64.0"
version = "1.64.1"
description = "HTTP/2-based RPC framework"
optional = false
python-versions = ">=3.8"
files = [
{file = "grpcio-1.64.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:3b09c3d9de95461214a11d82cc0e6a46a6f4e1f91834b50782f932895215e5db"},
{file = "grpcio-1.64.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:7e013428ab472892830287dd082b7d129f4d8afef49227a28223a77337555eaa"},
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{file = "grpcio-1.64.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1f5de082d936e0208ce8db9095821361dfa97af8767a6607ae71425ac8ace15c"},
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[package.dependencies]
@ -2406,13 +2425,13 @@ files = [
[[package]]
name = "requests"
version = "2.32.2"
version = "2.32.3"
description = "Python HTTP for Humans."
optional = false
python-versions = ">=3.8"
files = [
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[package.dependencies]
@ -2779,17 +2798,17 @@ files = [
[[package]]
name = "sympy"
version = "1.12"
version = "1.12.1"
description = "Computer algebra system (CAS) in Python"
optional = true
python-versions = ">=3.8"
files = [
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[package.dependencies]
mpmath = ">=0.19"
mpmath = ">=1.1.0,<1.4.0"
[[package]]
name = "tbb"
@ -3019,13 +3038,13 @@ telegram = ["requests"]
[[package]]
name = "transformers"
version = "4.41.1"
version = "4.41.2"
description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
optional = false
python-versions = ">=3.8.0"
files = [
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[package.dependencies]
@ -3128,13 +3147,13 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=5.2,<6.0)", "isort (>=5.0.6,<6.
[[package]]
name = "typing-extensions"
version = "4.12.0"
version = "4.12.1"
description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
files = [
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@ -3478,6 +3497,21 @@ files = [
idna = ">=2.0"
multidict = ">=4.0"
[[package]]
name = "zipp"
version = "3.19.1"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.8"
files = [
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[package.extras]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
[extras]
accelerate = ["accelerate"]
bnb = ["bitsandbytes"]
@ -3489,4 +3523,4 @@ torch = ["torch"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.9,<3.13"
content-hash = "06e67944a2b1cf9884a31e771d0e9d89877e9b3c91894982cb67d104cb834758"
content-hash = "f62a7a74e1e1bcb3b7cb4f7da2b538065830748062a2b57fdbb4c76eae5abddc"

10
server/pyproject.toml
View File

@ -9,7 +9,7 @@ text-generation-server = 'text_generation_server.cli:app'
[tool.poetry.dependencies]
python = ">=3.9,<3.13"
protobuf = "^4.21.7"
protobuf = "^4.25.3"
grpcio = "^1.51.1"
grpcio-status = "^1.51.1"
grpcio-reflection = "^1.51.1"
@ -19,9 +19,9 @@ accelerate = { version = "^0.29.1", optional = true }
bitsandbytes = { version = "^0.43.0", optional = true }
safetensors = "^0.4"
loguru = "^0.6.0"
opentelemetry-api = "^1.15.0"
opentelemetry-exporter-otlp = "^1.15.0"
opentelemetry-instrumentation-grpc = "^0.36b0"
opentelemetry-api = "^1.25.0"
opentelemetry-exporter-otlp = "^1.25.0"
opentelemetry-instrumentation-grpc = "^0.46b0"
hf-transfer = "^0.1.2"
sentencepiece = "^0.1.97"
tokenizers = "^0.19.1"
@ -34,7 +34,7 @@ peft = { version = "^0.10", optional = true }
torch = { version = "^2.3.0", optional = true }
scipy = "^1.11.1"
pillow = "^10.0.0"
outlines= { version = "^0.0.36", optional = true }
outlines= { version = "^0.0.34", optional = true }
prometheus-client = "^0.20.0"
py-cpuinfo = "^9.0.0"