diff --git a/huggingface-transformers/README.md b/huggingface-transformers/README.md index 9e230859da..09c3a69acc 100644 --- a/huggingface-transformers/README.md +++ b/huggingface-transformers/README.md @@ -7,7 +7,7 @@ This folder contains the materials for the tutorial [Hugging Face Transformers: Create and activate a virtual environment, and then install the required dependencies: ```sh -(venv) $ python -m pip install transformers torch pillow notebook ipywidgets +(venv) $ python -m pip install transformers==5.19.0 torch==2.14.1 pillow==12.3.0 notebook==7.6.3 ipywidgets==8.1.9 ``` Alternatively, if you use [Poetry](https://realpython.com/dependency-management-python-poetry/), then you can issue the following command to handle the installation process for you: diff --git a/huggingface-transformers/poetry.lock b/huggingface-transformers/poetry.lock index e3ac3d1d63..82240d5f3c 100644 --- a/huggingface-transformers/poetry.lock +++ b/huggingface-transformers/poetry.lock @@ -1,35 +1,49 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.5.1 and should not be changed by hand. [[package]] name = "accelerate" -version = "0.32.1" +version = "1.15.0" description = "Accelerate" optional = false -python-versions = ">=3.8.0" +python-versions = ">=3.10.0" +groups = ["main"] files = [ - {file = "accelerate-0.32.1-py3-none-any.whl", hash = "sha256:71fcf4be00872194071de561634268b71417d7f5b16b178e2fa76b6f117c52b0"}, - {file = "accelerate-0.32.1.tar.gz", hash = "sha256:3999acff0237cd0d4f9fd98b42d5a3163544777b53fc4f1eec886b77e992d177"}, + {file = "accelerate-1.15.0-py3-none-any.whl", hash = "sha256:97eacca0b73e45cb867dbf8c5d5d4dc32219544300e0c8992c7334dc2ef33cec"}, + {file = "accelerate-1.15.0.tar.gz", hash = "sha256:5654f8c5eaa0d4fa68b33e287a97765da6849bf6d51dcac874e73fbbddfb6134"}, ] [package.dependencies] -huggingface-hub = "*" -numpy = ">=1.17,<2.0.0" +huggingface_hub = ">=0.21.0" +numpy = ">=1.17" packaging = ">=20.0" psutil = "*" pyyaml = "*" -safetensors = ">=0.3.1" -torch = ">=1.10.0" +safetensors = ">=0.4.3" +torch = ">=2.0.0" [package.extras] -deepspeed = ["deepspeed (<=0.14.0)"] -dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.2.1,<0.3.0)", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] -quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.2.1,<0.3.0)"] +deepspeed = ["deepspeed"] +dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "peft", "pytest (>=7.2.0)", "pytest-order", "pytest-subtests", "pytest-xdist", "rich", "ruff (==0.13.1)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +quality = ["ruff (==0.13.1)"] rich = ["rich"] sagemaker = ["sagemaker"] -test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] -test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"] -test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"] -testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "peft", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +test-fp8 = ["torchao"] +test-prod = ["parameterized", "pytest (>=7.2.0)", "pytest-order", "pytest-subtests", "pytest-xdist"] +test-trackers = ["dvclive", "matplotlib", "swanlab[dashboard]", "tensorboard", "trackio", "wandb"] +testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "peft", "pytest (>=7.2.0)", "pytest-order", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] + +[[package]] +name = "annotated-doc" +version = "0.0.5" +description = "Document parameters, class attributes, return types, and variables inline, with Annotated." +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "annotated_doc-0.0.5-py3-none-any.whl", hash = "sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101"}, + {file = "annotated_doc-0.0.5.tar.gz", hash = "sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb"}, +] [[package]] name = "anyio" @@ -37,18 +51,21 @@ version = "4.4.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, ] [package.dependencies] +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" sniffio = ">=1.1" +typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} [package.extras] doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17) ; 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python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\""] +test = ["astroid (>=1,<2) ; python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\"", "pytest"] [[package]] name = "async-lru" @@ -162,17 +185,22 @@ version = "2.0.4" description = "Simple LRU cache for asyncio" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"}, {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"}, ] +[package.dependencies] +typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} + [[package]] name = "attrs" version = "23.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"}, {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"}, @@ -183,8 +211,8 @@ cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] dev = ["attrs[tests]", "pre-commit"] docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] 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]"] +tests-mypy = ["mypy (>=1.6) ; 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hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"}, @@ -813,6 +1024,7 @@ version = "0.19.1" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"}, {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"}, @@ -832,6 +1044,7 @@ version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, @@ -849,6 +1062,7 @@ version = "0.9.25" description = "A Python implementation of the JSON5 data format." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"}, {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"}, @@ -860,6 +1074,7 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -871,6 +1086,7 @@ version = "4.23.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = 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vocabularies, exposed as a Registry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"}, {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"}, @@ -908,19 +1125,41 @@ files = [ [package.dependencies] referencing = ">=0.31.0" +[[package]] +name = "jupyter-builder" +version = "1.2.3" +description = "JupyterLab build tools" +optional = false +python-versions = ">=3.10" +groups = ["main"] +files = [ + {file = "jupyter_builder-1.2.3-py3-none-any.whl", hash = "sha256:c5ea5a7190c2a7b082494abade98eece1b2b5bd5dbd7d610606cbcd10a1d08b3"}, + {file = "jupyter_builder-1.2.3.tar.gz", hash = "sha256:01aba6794eb9b19e0e29ae21137ca60ba4135c70347d4b9f664a586822b8c809"}, +] + +[package.dependencies] +jupyter-core = "*" +tomli = {version = "*", markers = "python_version < \"3.11\""} +traitlets = "*" + +[package.extras] +dev = ["build", "hatch", "mypy", "pre-commit", "ruff (==0.16.0)"] +test = ["copier (>=9.3,<10)", "coverage[toml] (>=7.10.6)", "deptry", "jinja2-time", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-cov (>=7)"] + [[package]] name = "jupyter-client" version = "8.6.2" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"}, {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"}, ] [package.dependencies] -jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" +jupyter-core = ">=4.12,<5.0 || >=5.1.dev0" python-dateutil = ">=2.8.2" pyzmq = ">=23.0" tornado = ">=6.2" @@ -928,7 +1167,7 @@ traitlets = ">=5.3" [package.extras] docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"] -test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] +test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] [[package]] name = "jupyter-core" @@ -936,6 +1175,7 @@ version = "5.7.2" description = "Jupyter core package. 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platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -3017,6 +3513,7 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -3028,6 +3525,7 @@ version = "24.6.0" description = "A library for working with the color formats defined by HTML and CSS." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "webcolors-24.6.0-py3-none-any.whl", hash = "sha256:8cf5bc7e28defd1d48b9e83d5fc30741328305a8195c29a8e668fa45586568a1"}, {file = "webcolors-24.6.0.tar.gz", hash = "sha256:1d160d1de46b3e81e58d0a280d0c78b467dc80f47294b91b1ad8029d2cedb55b"}, @@ -3043,6 +3541,7 @@ version = "0.5.1" description = "Character encoding aliases for legacy web content" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, @@ -3054,6 +3553,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -3066,16 +3566,17 @@ test = ["websockets"] [[package]] name = "widgetsnbextension" -version = "4.0.11" +version = "4.0.16" description = "Jupyter interactive widgets for Jupyter Notebook" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ - {file = "widgetsnbextension-4.0.11-py3-none-any.whl", hash = "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36"}, - {file = "widgetsnbextension-4.0.11.tar.gz", hash = "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"}, + {file = "widgetsnbextension-4.0.16-py3-none-any.whl", hash = "sha256:a31a8774885b96fe825462f5d6496166f0c7cae111195b6465c801d230eb5a4e"}, + {file = "widgetsnbextension-4.0.16.tar.gz", hash = "sha256:adeea0ae78f0856ee4945f413299801b82a0a01416303301f39a704282a37b73"}, ] [metadata] -lock-version = "2.0" -python-versions = "^3.12" -content-hash = "bd6861bbcb64313584ec9ccf6ad674a821f0e3435350aa9f1566a47e944b7e27" +lock-version = "2.1" +python-versions = "^3.10" +content-hash = "0cb427149753ac001f243568ada177ac1892e524f44e228d97aef51f8356de6e" diff --git a/huggingface-transformers/pyproject.toml b/huggingface-transformers/pyproject.toml index ce8b0c1107..2f35c9e6ce 100644 --- a/huggingface-transformers/pyproject.toml +++ b/huggingface-transformers/pyproject.toml @@ -6,14 +6,14 @@ authors = ["hfhoffman1144 "] readme = "README.md" [tool.poetry.dependencies] -python = "^3.12" -accelerate = "^0.32.1" -ipywidgets = "^8.1.3" -notebook = "^7.2.1" -pillow = "^10.4.0" -polars = "^1.2.0" -torch = "^2.3.1" -transformers = "^4.42.4" +python = "^3.10" +accelerate = "^1.15.0" +ipywidgets = "^8.1.9" +notebook = "^7.6.3" +pillow = "^12.3.0" +polars = "^2.0.0" +torch = "^2.14.1" +transformers = "^5.19.0" [build-system] diff --git a/huggingface-transformers/requirements.txt b/huggingface-transformers/requirements.txt index c4aa829761..91403f783b 100644 --- a/huggingface-transformers/requirements.txt +++ b/huggingface-transformers/requirements.txt @@ -1,4 +1,6 @@ -transformers==4.42.4 -torch==2.3.1 -accelerate==0.32.1 -polars==1.2.0 +transformers==5.19.0 +torch==2.14.1 +accelerate==1.15.0 +pillow==12.3.0 +polars==2.0.0 +tqdm==4.70.1 diff --git a/huggingface-transformers/running_pipelines.py b/huggingface-transformers/running_pipelines.py index ec143f9a02..1228e4b107 100644 --- a/huggingface-transformers/running_pipelines.py +++ b/huggingface-transformers/running_pipelines.py @@ -3,7 +3,7 @@ model_name = "cardiffnlp/twitter-roberta-base-sentiment-latest" sentiment_classifier = pipeline(model=model_name) -text_input = "I'm really excited about using HuggingFace to run AI models!" +text_input = "I'm really excited about using Hugging Face to run AI models!" print(sentiment_classifier(text_input)) text_input = "I'm having a horrible day today."