fix(server): fix missing datasets in quantize

This commit is contained in:
OlivierDehaene 2023-07-27 14:50:45 +02:00
parent 8bd0adb135
commit 2efd46ef95
5 changed files with 789 additions and 6 deletions

View File

@ -188,7 +188,7 @@ COPY server/Makefile server/Makefile
RUN cd server && \
make gen-server && \
pip install -r requirements.txt && \
pip install ".[bnb, accelerate]" --no-cache-dir
pip install ".[bnb, accelerate, quantize]" --no-cache-dir
# Install benchmarker
COPY --from=builder /usr/src/target/release/text-generation-benchmark /usr/local/bin/text-generation-benchmark

View File

@ -27,4 +27,4 @@ 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
export-requirements:
poetry export -o requirements.txt -E bnb --without-hashes
poetry export -o requirements.txt -E bnb -E quantize --without-hashes

759
server/poetry.lock generated
View File

@ -23,6 +23,60 @@ test_prod = ["parameterized", "pytest", "pytest-subtests", "pytest-xdist"]
test_trackers = ["comet-ml", "tensorboard", "wandb"]
testing = ["datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "tqdm", "transformers"]
[[package]]
name = "aiohttp"
version = "3.8.5"
description = "Async http client/server framework (asyncio)"
category = "main"
optional = true
python-versions = ">=3.6"
[package.dependencies]
aiosignal = ">=1.1.2"
async-timeout = ">=4.0.0a3,<5.0"
attrs = ">=17.3.0"
charset-normalizer = ">=2.0,<4.0"
frozenlist = ">=1.1.1"
multidict = ">=4.5,<7.0"
yarl = ">=1.0,<2.0"
[package.extras]
speedups = ["Brotli", "aiodns", "cchardet"]
[[package]]
name = "aiosignal"
version = "1.3.1"
description = "aiosignal: a list of registered asynchronous callbacks"
category = "main"
optional = true
python-versions = ">=3.7"
[package.dependencies]
frozenlist = ">=1.1.0"
[[package]]
name = "async-timeout"
version = "4.0.2"
description = "Timeout context manager for asyncio programs"
category = "main"
optional = true
python-versions = ">=3.6"
[[package]]
name = "attrs"
version = "23.1.0"
description = "Classes Without Boilerplate"
category = "main"
optional = true
python-versions = ">=3.7"
[package.extras]
cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
dev = ["attrs[docs,tests]", "pre-commit"]
docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
tests = ["attrs[tests-no-zope]", "zope-interface"]
tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
[[package]]
name = "backoff"
version = "2.2.1"
@ -74,6 +128,45 @@ category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
[[package]]
name = "datasets"
version = "2.14.0"
description = "HuggingFace community-driven open-source library of datasets"
category = "main"
optional = true
python-versions = ">=3.8.0"
[package.dependencies]
aiohttp = "*"
dill = ">=0.3.0,<0.3.8"
fsspec = {version = ">=2021.11.1", extras = ["http"]}
huggingface-hub = ">=0.14.0,<1.0.0"
multiprocess = "*"
numpy = ">=1.17"
packaging = "*"
pandas = "*"
pyarrow = ">=8.0.0"
pyyaml = ">=5.1"
requests = ">=2.19.0"
tqdm = ">=4.62.1"
xxhash = "*"
[package.extras]
apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
audio = ["librosa", "soundfile (>=0.12.1)"]
benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=23.1,<24.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "ruff (>=0.0.241)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "zstandard"]
docs = ["s3fs"]
jax = ["jax (>=0.2.8,!=0.3.2,<=0.3.25)", "jaxlib (>=0.1.65,<=0.3.25)"]
metrics-tests = ["Werkzeug (>=1.0.1)", "accelerate", "bert-score (>=0.3.6)", "jiwer", "langdetect", "mauve-text", "nltk", "requests-file (>=1.5.1)", "rouge-score", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "spacy (>=3.0.0)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "typer (<0.5.0)"]
quality = ["black (>=23.1,<24.0)", "pyyaml (>=5.3.1)", "ruff (>=0.0.241)"]
s3 = ["s3fs"]
tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "zstandard"]
torch = ["torch"]
vision = ["Pillow (>=6.2.1)"]
[[package]]
name = "Deprecated"
version = "1.2.14"
@ -88,6 +181,17 @@ wrapt = ">=1.10,<2"
[package.extras]
dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
[[package]]
name = "dill"
version = "0.3.7"
description = "serialize all of Python"
category = "main"
optional = true
python-versions = ">=3.7"
[package.extras]
graph = ["objgraph (>=1.7.2)"]
[[package]]
name = "einops"
version = "0.6.1"
@ -119,6 +223,14 @@ python-versions = ">=3.7"
docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
[[package]]
name = "frozenlist"
version = "1.4.0"
description = "A list-like structure which implements collections.abc.MutableSequence"
category = "main"
optional = true
python-versions = ">=3.8"
[[package]]
name = "fsspec"
version = "2023.6.0"
@ -127,6 +239,10 @@ category = "main"
optional = false
python-versions = ">=3.8"
[package.dependencies]
aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
requests = {version = "*", optional = true, markers = "extra == \"http\""}
[package.extras]
abfs = ["adlfs"]
adl = ["adlfs"]
@ -331,6 +447,25 @@ docs = ["sphinx"]
gmpy = ["gmpy2 (>=2.1.0a4)"]
tests = ["pytest (>=4.6)"]
[[package]]
name = "multidict"
version = "6.0.4"
description = "multidict implementation"
category = "main"
optional = true
python-versions = ">=3.7"
[[package]]
name = "multiprocess"
version = "0.70.15"
description = "better multiprocessing and multithreading in Python"
category = "main"
optional = true
python-versions = ">=3.7"
[package.dependencies]
dill = ">=0.3.7"
[[package]]
name = "networkx"
version = "3.1"
@ -489,6 +624,47 @@ category = "main"
optional = false
python-versions = ">=3.7"
[[package]]
name = "pandas"
version = "2.0.3"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = true
python-versions = ">=3.8"
[package.dependencies]
numpy = [
{version = ">=1.20.3", markers = "python_version < \"3.10\""},
{version = ">=1.21.0", markers = "python_version >= \"3.10\""},
{version = ">=1.23.2", markers = "python_version >= \"3.11\""},
]
python-dateutil = ">=2.8.2"
pytz = ">=2020.1"
tzdata = ">=2022.1"
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compression = ["brotlipy (>=0.7.0)", "python-snappy (>=0.6.0)", "zstandard (>=0.15.2)"]
computation = ["scipy (>=1.7.1)", "xarray (>=0.21.0)"]
excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pyxlsb (>=1.0.8)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)"]
feather = ["pyarrow (>=7.0.0)"]
fss = ["fsspec (>=2021.07.0)"]
gcp = ["gcsfs (>=2021.07.0)", "pandas-gbq (>=0.15.0)"]
hdf5 = ["tables (>=3.6.1)"]
html = ["beautifulsoup4 (>=4.9.3)", "html5lib (>=1.1)", "lxml (>=4.6.3)"]
mysql = ["SQLAlchemy (>=1.4.16)", "pymysql (>=1.0.2)"]
output_formatting = ["jinja2 (>=3.0.0)", "tabulate (>=0.8.9)"]
parquet = ["pyarrow (>=7.0.0)"]
performance = ["bottleneck (>=1.3.2)", "numba (>=0.53.1)", "numexpr (>=2.7.1)"]
plot = ["matplotlib (>=3.6.1)"]
postgresql = ["SQLAlchemy (>=1.4.16)", "psycopg2 (>=2.8.6)"]
spss = ["pyreadstat (>=1.1.2)"]
sql-other = ["SQLAlchemy (>=1.4.16)"]
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xml = ["lxml (>=4.6.3)"]
[[package]]
name = "pluggy"
version = "1.2.0"
@ -520,6 +696,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.extras]
test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
[[package]]
name = "pyarrow"
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category = "main"
optional = true
python-versions = ">=3.7"
[package.dependencies]
numpy = ">=1.16.6"
[[package]]
name = "pytest"
version = "7.4.0"
@ -539,6 +726,25 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
[package.extras]
testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
[[package]]
name = "python-dateutil"
version = "2.8.2"
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category = "main"
optional = true
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
[package.dependencies]
six = ">=1.5"
[[package]]
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category = "main"
optional = true
python-versions = "*"
[[package]]
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@ -613,6 +819,14 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-g
testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
[[package]]
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category = "main"
optional = true
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
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@ -629,7 +843,7 @@ name = "texttable"
version = "1.6.7"
description = "module to create simple ASCII tables"
category = "main"
optional = false
optional = true
python-versions = "*"
[[package]]
@ -778,6 +992,14 @@ category = "main"
optional = false
python-versions = ">=3.7"
[[package]]
name = "tzdata"
version = "2023.3"
description = "Provider of IANA time zone data"
category = "main"
optional = true
python-versions = ">=2"
[[package]]
name = "urllib3"
version = "2.0.3"
@ -811,20 +1033,142 @@ category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[[package]]
name = "xxhash"
version = "3.2.0"
description = "Python binding for xxHash"
category = "main"
optional = true
python-versions = ">=3.6"
[[package]]
name = "yarl"
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description = "Yet another URL library"
category = "main"
optional = true
python-versions = ">=3.7"
[package.dependencies]
idna = ">=2.0"
multidict = ">=4.0"
[extras]
accelerate = ["accelerate"]
bnb = ["bitsandbytes"]
quantize = ["texttable", "datasets", "accelerate"]
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]

View File

@ -28,11 +28,13 @@ tokenizers = "0.13.3"
huggingface-hub = "^0.14.1"
transformers = "4.29.2"
einops = "^0.6.1"
texttable = "^1.6.7"
texttable = { version = "^1.6.7", optional = true }
datasets = { version = "^2.14.0", optional = true }
[tool.poetry.extras]
accelerate = ["accelerate"]
bnb = ["bitsandbytes"]
quantize = ["texttable", "datasets", "accelerate"]
[tool.poetry.group.dev.dependencies]
grpcio-tools = "^1.51.1"

View File

@ -1,13 +1,22 @@
accelerate==0.19.0 ; python_version >= "3.9" and python_version < "4.0"
aiohttp==3.8.5 ; python_version >= "3.9" and python_version < "4.0"
aiosignal==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
async-timeout==4.0.2 ; python_version >= "3.9" and python_version < "4.0"
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==0.38.1 ; python_version >= "3.9" and python_version < "4.0"
certifi==2023.5.7 ; python_version >= "3.9" and python_version < "4.0"
charset-normalizer==3.1.0 ; python_version >= "3.9" and python_version < "4.0"
click==8.1.3 ; 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 python_version >= "3.9" and python_version < "4.0" and platform_system == "Windows"
datasets==2.14.0 ; 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==3.12.2 ; python_version >= "3.9" and python_version < "4.0"
frozenlist==1.4.0 ; python_version >= "3.9" and python_version < "4.0"
fsspec==2023.6.0 ; python_version >= "3.9" and python_version < "4.0"
fsspec[http]==2023.6.0 ; python_version >= "3.9" and python_version < "4.0"
googleapis-common-protos==1.59.1 ; python_version >= "3.9" and python_version < "4.0"
grpc-interceptor==0.15.2 ; python_version >= "3.9" and python_version < "4.0"
grpcio-reflection==1.56.0 ; python_version >= "3.9" and python_version < "4.0"
@ -16,8 +25,14 @@ grpcio==1.56.0 ; python_version >= "3.9" and python_version < "4.0"
hf-transfer==0.1.3 ; python_version >= "3.9" and python_version < "4.0"
huggingface-hub==0.14.1 ; python_version >= "3.9" and python_version < "4.0"
idna==3.4 ; python_version >= "3.9" and python_version < "4.0"
jinja2==3.1.2 ; python_version >= "3.9" and python_version < "4.0"
loguru==0.6.0 ; python_version >= "3.9" and python_version < "4.0"
numpy==1.25.0 ; 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==3.1 ; python_version >= "3.9" and python_version < "4.0"
numpy==1.25.0 ; python_version < "4.0" and python_version >= "3.9"
opentelemetry-api==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
opentelemetry-exporter-otlp-proto-grpc==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
opentelemetry-exporter-otlp-proto-http==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
@ -28,19 +43,30 @@ opentelemetry-proto==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
opentelemetry-sdk==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
opentelemetry-semantic-conventions==0.36b0 ; python_version >= "3.9" and python_version < "4.0"
packaging==23.1 ; python_version >= "3.9" and python_version < "4.0"
pandas==2.0.3 ; python_version >= "3.9" and python_version < "4.0"
protobuf==4.23.3 ; python_version >= "3.9" and python_version < "4.0"
psutil==5.9.5 ; python_version >= "3.9" and python_version < "4.0"
pyarrow==12.0.1 ; 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 ; python_version >= "3.9" and python_version < "4.0"
pyyaml==6.0 ; python_version >= "3.9" and python_version < "4.0"
regex==2023.6.3 ; python_version >= "3.9" and python_version < "4.0"
requests==2.31.0 ; 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==68.0.0 ; python_version >= "3.9" and python_version < "4.0"
six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
sympy==1.12 ; python_version >= "3.9" and python_version < "4.0"
texttable==1.6.7 ; python_version >= "3.9" and python_version < "4.0"
tokenizers==0.13.3 ; python_version >= "3.9" and python_version < "4.0"
torch==2.0.1 ; python_version >= "3.9" and python_version < "4.0"
tqdm==4.65.0 ; python_version >= "3.9" and python_version < "4.0"
transformers==4.29.2 ; python_version >= "3.9" and python_version < "4.0"
typer==0.6.1 ; python_version >= "3.9" and python_version < "4.0"
typing-extensions==4.7.1 ; python_version >= "3.9" and python_version < "4.0"
tzdata==2023.3 ; python_version >= "3.9" and python_version < "4.0"
urllib3==2.0.3 ; 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==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
xxhash==3.2.0 ; python_version >= "3.9" and python_version < "4.0"
yarl==1.9.2 ; python_version >= "3.9" and python_version < "4.0"