From 4006f5aa57d3ad3ff8b6136f01a81005c513c1c2 Mon Sep 17 00:00:00 2001
From: Michele Dolfi <dol@zurich.ibm.com>
Date: Wed, 23 Apr 2025 09:53:08 +0200
Subject: [PATCH 1/3] update lock file

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---
 poetry.lock | 2347 ++++++++++++++++++++++++++-------------------------
 1 file changed, 1205 insertions(+), 1142 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2b38bdd..b6ba44b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,104 +1,104 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.6"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
 files = [
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-    {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.12"
+version = "3.11.18"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -197,20 +197,20 @@ files = [
 
 [[package]]
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+version = "25.3.0"
 description = "Classes Without Boilerplate"
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-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
@@ -586,13 +586,13 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "datasets"
-version = "3.3.1"
+version = "3.5.0"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
 python-versions = ">=3.9.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -614,62 +614,63 @@ xxhash = "*"
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 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -700,13 +701,13 @@ files = [
 
 [[package]]
 name = "docling-core"
-version = "2.20.0"
+version = "2.28.0"
 description = "A python library to define and validate data types in Docling."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -718,11 +719,12 @@ pillow = ">=10.0.0,<12.0.0"
 pydantic = ">=2.6.0,<2.10.0 || >2.10.0,<2.10.1 || >2.10.1,<2.10.2 || >2.10.2,<3.0.0"
 pyyaml = ">=5.1,<7.0.0"
 tabulate = ">=0.9.0,<0.10.0"
-typer = ">=0.12.5,<0.13.0"
+typer = ">=0.12.5,<0.16.0"
 typing-extensions = ">=4.12.2,<5.0.0"
 
 [package.extras]
 chunking = ["semchunk (>=2.2.0,<3.0.0)", "transformers (>=4.34.0,<5.0.0)"]
+chunking-openai = ["semchunk (>=2.2.0,<3.0.0)", "tiktoken (>=0.9.0,<0.10.0)"]
 
 [[package]]
 name = "docutils"
@@ -790,13 +792,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "filelock"
-version = "3.17.0"
+version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -839,103 +841,115 @@ dev = ["pyTest", "pyTest-cov"]
 
 [[package]]
 name = "frozenlist"
-version = "1.5.0"
+version = "1.6.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
-python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -1014,13 +1028,13 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 
 [[package]]
 name = "huggingface-hub"
-version = "0.29.0"
+version = "0.30.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1038,6 +1052,7 @@ cli = ["InquirerPy (==0.3.4)"]
 dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
+hf-xet = ["hf-xet (>=0.1.4)"]
 inference = ["aiohttp"]
 quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
@@ -1048,13 +1063,13 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 
 [[package]]
 name = "identify"
-version = "2.6.7"
+version = "2.6.10"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -1099,13 +1114,13 @@ type = ["pytest-mypy"]
 
 [[package]]
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-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1282,28 +1297,28 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jeepney"
-version = "0.8.0"
+version = "0.9.0"
 description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
 test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator", "trio"]
+trio = ["trio"]
 
 [[package]]
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-version = "3.1.5"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
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 python-versions = ">=3.7"
 files = [
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@@ -1457,48 +1472,25 @@ files = [
 
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 [[package]]
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 ]
 
 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
+test-arrow = ["pyarrow"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
 typing = ["typing-extensions"]
 xmp = ["defusedxml"]
@@ -2663,19 +2678,19 @@ testing = ["pytest", "pytest-cov", "wheel"]
 
 [[package]]
 name = "platformdirs"
-version = "4.3.6"
+version = "4.3.7"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.11.2)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "pluggy"
@@ -2712,13 +2727,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.50"
+version = "3.0.51"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2726,93 +2741,109 @@ wcwidth = "*"
 
 [[package]]
 name = "propcache"
-version = "0.2.1"
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 [package.dependencies]
@@ -4538,60 +4562,63 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "transformers"
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 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
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 python-versions = ">=3.9.0"
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 ray = ["ray[tune] (>=2.7.0)"]
 retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
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 sagemaker = ["sagemaker (>=2.31.0)"]
 sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
 serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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 tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
@@ -4601,7 +4628,7 @@ tokenizers = ["tokenizers (>=0.21,<0.22)"]
 torch = ["accelerate (>=0.26.0)", "torch (>=2.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.26.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.21,<0.22)", "torch (>=2.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.30.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.21,<0.22)", "torch (>=2.0)", "tqdm (>=4.27)"]
 video = ["av"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
@@ -4672,13 +4699,13 @@ urllib3 = ">=1.26.0"
 
 [[package]]
 name = "typer"
-version = "0.12.5"
+version = "0.15.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -4689,13 +4716,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20241016"
+version = "2.32.0.20250328"
 description = "Typing stubs for requests"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -4703,35 +4730,49 @@ urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
+version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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+]
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+[[package]]
+name = "typing-inspection"
+version = "0.4.0"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+files = [
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+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
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-version = "2025.1"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
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 name = "urllib3"
-version = "2.3.0"
+version = "2.4.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
@@ -4742,13 +4783,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.29.2"
+version = "20.30.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [[package]]
 name = "zipp"

From 576a55e520667fc340e3cd49b74e578ecc17fa4c Mon Sep 17 00:00:00 2001
From: Michele Dolfi <dol@zurich.ibm.com>
Date: Wed, 23 Apr 2025 10:14:21 +0200
Subject: [PATCH 2/3] update minimum py version and repin for cryptography

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---
 poetry.lock    | 84 +++++++++++++++++++++++++++-----------------------
 pyproject.toml |  2 +-
 2 files changed, 47 insertions(+), 39 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b6ba44b..e8b5e98 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -537,51 +537,59 @@ test = ["pytest"]
 
 [[package]]
 name = "cryptography"
-version = "43.0.3"
+version = "44.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
-python-versions = ">=3.7"
-files = [
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+    {file = "cryptography-44.0.2-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:7ca25849404be2f8e4b3c59483d9d3c51298a22c1c61a0e84415104dacaf5562"},
+    {file = "cryptography-44.0.2-pp310-pypy310_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:268e4e9b177c76d569e8a145a6939eca9a5fec658c932348598818acf31ae9a5"},
+    {file = "cryptography-44.0.2-pp310-pypy310_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:9eb9d22b0a5d8fd9925a7764a054dca914000607dff201a24c791ff5c799e1fa"},
+    {file = "cryptography-44.0.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:2bf7bf75f7df9715f810d1b038870309342bff3069c5bd8c6b96128cb158668d"},
+    {file = "cryptography-44.0.2-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:909c97ab43a9c0c0b0ada7a1281430e4e5ec0458e6d9244c0e821bbf152f061d"},
+    {file = "cryptography-44.0.2-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:96e7a5e9d6e71f9f4fca8eebfd603f8e86c5225bb18eb621b2c1e50b290a9471"},
+    {file = "cryptography-44.0.2-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:d1b3031093a366ac767b3feb8bcddb596671b3aaff82d4050f984da0c248b615"},
+    {file = "cryptography-44.0.2-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:04abd71114848aa25edb28e225ab5f268096f44cf0127f3d36975bdf1bdf3390"},
+    {file = "cryptography-44.0.2.tar.gz", hash = "sha256:c63454aa261a0cf0c5b4718349629793e9e634993538db841165b3df74f37ec0"},
 ]
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -5185,5 +5193,5 @@ type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.9"
-content-hash = "6e8628cfa7a561aab17f58c4661711c63777826cf10528e5bc6a1f32de94b2e8"
+python-versions = "^3.9.2"
+content-hash = "e446d7b328fdac37c8700cceefeb34c77e0873b1b5801abe49df0a83a89a355e"
diff --git a/pyproject.toml b/pyproject.toml
index 367c786..2687c6c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ packages = [
 ]
 
 [tool.poetry.dependencies]
-python = "^3.9"
+python = "^3.9.2"
 torch = "^2.2.2"
 torchvision = "^0"
 transformers = [

From a6a383a82e6c541b210958021334145bae7d1f38 Mon Sep 17 00:00:00 2001
From: Michele Dolfi <dol@zurich.ibm.com>
Date: Wed, 23 Apr 2025 10:53:43 +0200
Subject: [PATCH 3/3] type ignores for mypy on transformers models

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---
 .../code_formula_model/models/sam_opt.py             | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docling_ibm_models/code_formula_model/models/sam_opt.py b/docling_ibm_models/code_formula_model/models/sam_opt.py
index 8bd9d8d..e989155 100644
--- a/docling_ibm_models/code_formula_model/models/sam_opt.py
+++ b/docling_ibm_models/code_formula_model/models/sam_opt.py
@@ -82,10 +82,10 @@ def forward(
             inputs_embeds = self.embed_tokens(input_ids)
 
         vision_tower = getattr(self, "vision_tower", None)
-        im_start_token = getattr(self.config, "im_start_token", -1)
+        im_start_token = getattr(self.config, "im_start_token", -1)  # type: ignore
 
-        if input_ids.shape[1] != 1 or self.training:
-            with torch.set_grad_enabled(self.training):
+        if input_ids.shape[1] != 1 or self.training:  # type: ignore
+            with torch.set_grad_enabled(self.training):  # type: ignore
                 assert vision_tower is not None
                 image_features = vision_tower(images)
                 image_features = image_features.flatten(2).permute(0, 2, 1)
@@ -118,7 +118,7 @@ def forward(
 
             inputs_embeds = torch.stack(new_input_embeds, dim=0)  # type: ignore
 
-        return super(SamOPTModel, self).forward(
+        return super(SamOPTModel, self).forward(  # type: ignore
             input_ids=None,
             attention_mask=attention_mask,
             past_key_values=past_key_values,
@@ -165,12 +165,12 @@ def forward(
         output_attentions = (
             output_attentions
             if output_attentions is not None
-            else self.config.output_attentions
+            else self.config.output_attentions  # type: ignore
         )
         output_hidden_states = (
             output_hidden_states
             if output_hidden_states is not None
-            else self.config.output_hidden_states
+            else self.config.output_hidden_states  # type: ignore
         )
 
         outputs = self.model(