diff --git a/poetry.lock b/poetry.lock
index ef12649..fcdf0c5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 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 = "aiohappyeyeballs"
@@ -14,98 +14,173 @@ files = [
 
 [[package]]
 name = "aiohttp"
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 description = "Async http client/server framework (asyncio)"
 optional = false
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 ]
 
 [package.dependencies]
@@ -114,12 +189,13 @@ aiosignal = ">=1.4.0"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
-multidict = ">=4.5,<7.0"
+multidict = ">=4.5,<8.0"
 propcache = ">=0.2.0"
-yarl = ">=1.17.0,<2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
+yarl = ">=1.25.1,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -137,6 +213,18 @@ files = [
 frozenlist = ">=1.1.0"
 typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
+[[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", "examples"]
+files = [
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+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -149,6 +237,93 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
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+version = "4.15.1"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.10"
+groups = ["examples"]
+files = [
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+    {file = "anyio-4.15.1.tar.gz", hash = "sha256:9f28306018cbd6d329e64a36d58256edff76dd996fe423bc957326e578b82a94"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+typing_extensions = {version = ">=4.16.0", markers = "python_version < \"3.15\""}
+
+[package.extras]
+trio = ["trio (>=0.32.0)"]
+
+[[package]]
+name = "ast-serialize"
+version = "0.13.1"
+description = "Python bindings for mypy AST serialization"
+optional = false
+python-versions = ">=3.7"
+groups = ["quality"]
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+    {file = "black-26.10.1-cp314-cp314-win_arm64.whl", hash = "sha256:2520037aa62f8a1454d0811b8f5c88b444445b03a4bfba480d8d220893b64c34"},
+    {file = "black-26.10.1-py3-none-any.whl", hash = "sha256:28842f9a8207cc1df6eb983a35a14c5a0dfcd603d214fe82d84bef552afd2e3a"},
+    {file = "black-26.10.1.tar.gz", hash = "sha256:5f9f83beae62437e060dafd53d7f1fc327e3d3494f74d72ee5c2b73eb90fc4e7"},
 ]
 
 [package.dependencies]
 click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
-pathspec = ">=0.9.0"
+pathspec = ">=1.0.0"
 platformdirs = ">=2"
-pytokens = ">=0.1.10"
+pytokens = ">=0.4.0,<0.5.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
@@ -228,18 +421,18 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 colorama = ["colorama (>=0.4.3)"]
 d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
+uvloop = ["uvloop (>=0.15.2) ; sys_platform != \"win32\"", "winloop (>=0.5.0) ; sys_platform == \"win32\""]
 
 [[package]]
 name = "cachetools"
-version = "6.2.0"
+version = "7.2.4"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["tests"]
 files = [
-    {file = "cachetools-6.2.0-py3-none-any.whl", hash = "sha256:1c76a8960c0041fcc21097e357f882197c79da0dbff766e7317890a65d7d8ba6"},
-    {file = "cachetools-6.2.0.tar.gz", hash = "sha256:38b328c0889450f05f5e120f56ab68c8abaf424e1275522b138ffc93253f7e32"},
+    {file = "cachetools-7.2.4-py3-none-any.whl", hash = "sha256:4cfbebf3eec4040d2073b19c460511ad47eef7b852dbf9a0d385099b4dafa31e"},
+    {file = "cachetools-7.2.4.tar.gz", hash = "sha256:e0203b04b75fe13e62098eeb5b2018c4eb1a14c04e2b5b450e70db3ee7e92ec5"},
 ]
 
 [[package]]
@@ -266,18 +459,6 @@ files = [
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
 ]
 
-[[package]]
-name = "chardet"
-version = "5.2.0"
-description = "Universal encoding detector for Python 3"
-optional = false
-python-versions = ">=3.7"
-groups = ["tests"]
-files = [
-    {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
-    {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
-]
-
 [[package]]
 name = "charset-normalizer"
 version = "3.4.1"
@@ -382,50 +563,48 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.3.0"
+version = "8.5.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "quality"]
+groups = ["main", "examples", "quality"]
 files = [
-    {file = "click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc"},
-    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
+    {file = "click-8.5.0-py3-none-any.whl", hash = "sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360"},
+    {file = "click-8.5.0.tar.gz", hash = "sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34"},
 ]
 
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "examples", "quality", "tests"]
+groups = ["main", "examples", "tests"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", examples = "platform_system == \"Windows\"", quality = "platform_system == \"Windows\""}
+markers = {main = "platform_system == \"Windows\"", examples = "platform_system == \"Windows\""}
 
 [[package]]
 name = "datasets"
-version = "4.1.1"
+version = "5.0.1"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["examples"]
 files = [
-    {file = "datasets-4.1.1-py3-none-any.whl", hash = "sha256:62e4f6899a36be9ec74a7e759a6951253cc85b3fcfa0a759b0efa8353b149dac"},
-    {file = "datasets-4.1.1.tar.gz", hash = "sha256:7d8d5ba8b12861d2c44bfff9c83484ebfafff1ff553371e5901a8d3aab5450e2"},
+    {file = "datasets-5.0.1-py3-none-any.whl", hash = "sha256:9fbf73688f8c18f7529b4fe592abd04015f81d1e58001e4bac73ffb2b39d7cc4"},
+    {file = "datasets-5.0.1.tar.gz", hash = "sha256:ce22bb851efd7494f08aad33b940803784434f6e77763d00679a0dc45fcf686a"},
 ]
 
 [package.dependencies]
-dill = ">=0.3.0,<0.4.1"
+dill = ">=0.3.0,<0.4.2"
 filelock = "*"
-fsspec = {version = ">=2023.1.0,<=2025.9.0", extras = ["http"]}
-huggingface-hub = ">=0.24.0"
-multiprocess = "<0.70.17"
+fsspec = {version = ">=2023.1.0,<=2026.6.0", extras = ["http"]}
+httpx = "<1.0.0"
+huggingface-hub = ">=0.25.0,<2.0"
+multiprocess = "<0.70.20"
 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
@@ -438,15 +617,18 @@ xxhash = "*"
 [package.extras]
 audio = ["torch (>=2.8.0)", "torchcodec (>=0.6.0)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
-dev = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "numba (>=0.56.4)", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "ruff (>=0.3.0)", "sqlalchemy", "tensorflow (>=2.16.0) ; python_version >= \"3.10\" and sys_platform != \"win32\"", "tensorflow (>=2.6.0)", "tensorflow (>=2.6.0) ; python_version < \"3.10\" and sys_platform != \"win32\"", "tiktoken", "torch", "torch (>=2.8.0)", "torchcodec (>=0.7.0)", "torchdata", "transformers", "transformers (>=4.42.0)", "zstandard"]
+dev = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark ; python_version < \"3.14\"", "lz4 ; python_version < \"3.14\"", "moto[server]", "nibabel (>=5.3.1)", "numba (>=0.56.4) ; python_version < \"3.14\"", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyiceberg[pyarrow,sql-sqlite]", "pylance", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "ruff (>=0.3.0)", "sqlalchemy", "teich (==0.1.5)", "tensorflow (>=2.16.0) ; python_version >= \"3.10\" and sys_platform != \"win32\" and python_version < \"3.14\"", "tensorflow (>=2.6.0)", "tensorflow (>=2.6.0) ; python_version < \"3.10\" and sys_platform != \"win32\"", "tiktoken", "torch", "torch (>=2.8.0)", "torchcodec (>=0.7.0) ; python_version < \"3.14\"", "torchdata", "transformers", "transformers (>=4.42.0)", "trimesh (>=4.10.0)", "zstandard"]
 docs = ["tensorflow (>=2.6.0)", "torch", "transformers"]
+iceberg = ["pyiceberg (>=0.7.0)"]
 jax = ["jax (>=0.3.14)", "jaxlib (>=0.3.14)"]
+mesh = ["trimesh (>=4.10.0)"]
+nibabel = ["ipyniivue (==2.4.2)", "nibabel (>=5.3.2)"]
 pdfs = ["pdfplumber (>=0.11.4)"]
 quality = ["ruff (>=0.3.0)"]
 tensorflow = ["tensorflow (>=2.6.0)"]
 tensorflow-gpu = ["tensorflow (>=2.6.0)"]
-tests = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "numba (>=0.56.4)", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "sqlalchemy", "tensorflow (>=2.16.0) ; python_version >= \"3.10\" and sys_platform != \"win32\"", "tensorflow (>=2.6.0) ; python_version < \"3.10\" and sys_platform != \"win32\"", "tiktoken", "torch (>=2.8.0)", "torchcodec (>=0.7.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
-tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "numba (>=0.56.4)", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "sqlalchemy", "tiktoken", "torch (>=2.8.0)", "torchcodec (>=0.7.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
+tests = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark ; python_version < \"3.14\"", "lz4 ; python_version < \"3.14\"", "moto[server]", "nibabel (>=5.3.1)", "numba (>=0.56.4) ; python_version < \"3.14\"", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyiceberg[pyarrow,sql-sqlite]", "pylance", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "sqlalchemy", "teich (==0.1.5)", "tensorflow (>=2.16.0) ; python_version >= \"3.10\" and sys_platform != \"win32\" and python_version < \"3.14\"", "tensorflow (>=2.6.0) ; python_version < \"3.10\" and sys_platform != \"win32\"", "tiktoken", "torch (>=2.8.0)", "torchcodec (>=0.7.0) ; python_version < \"3.14\"", "torchdata", "transformers (>=4.42.0)", "trimesh (>=4.10.0)", "zstandard"]
+tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "aiohttp", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "h5py", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark ; python_version < \"3.14\"", "lz4 ; python_version < \"3.14\"", "moto[server]", "nibabel (>=5.3.1)", "numba (>=0.56.4) ; python_version < \"3.14\"", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyiceberg[pyarrow,sql-sqlite]", "pylance", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "sqlalchemy", "teich (==0.1.5)", "tiktoken", "torch (>=2.8.0)", "torchcodec (>=0.7.0) ; python_version < \"3.14\"", "torchdata", "transformers (>=4.42.0)", "trimesh (>=4.10.0)", "zstandard"]
 torch = ["torch"]
 vision = ["Pillow (>=9.4.0)"]
 
@@ -491,14 +673,14 @@ files = [
 
 [[package]]
 name = "eval-type-backport"
-version = "0.2.2"
+version = "0.4.0"
 description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"},
-    {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"},
+    {file = "eval_type_backport-0.4.0-py3-none-any.whl", hash = "sha256:ad5e2a8db71b6696a56eafb938b0f5a337d3217f256b8e158b469422b4772b20"},
+    {file = "eval_type_backport-0.4.0.tar.gz", hash = "sha256:8397d25e6524c2e67b9576bb0636be27dea2192017711220c534ec2de921e9b0"},
 ]
 
 [package.extras]
@@ -510,7 +692,7 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["tests"]
+groups = ["examples", "tests"]
 markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
@@ -522,14 +704,14 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.19.1"
+version = "4.1.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "examples", "quality", "tests"]
 files = [
-    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
-    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
+    {file = "filelock-4.1.0-py3-none-any.whl", hash = "sha256:2ce9818e3e2d8f284c1a964414447ef148d42a5fd5e2a477a7118e574b293ec1"},
+    {file = "filelock-4.1.0.tar.gz", hash = "sha256:ad7f724afef953e731b1cc39bcd3a09166d72ed7fcdf29e6e88b1c3235c6715d"},
 ]
 
 [[package]]
@@ -659,7 +841,7 @@ files = [
 ]
 
 [package.dependencies]
-aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
+aiohttp = {version = "!=4.0.0a0,!=4.0.0a1", optional = true, markers = "extra == \"http\""}
 
 [package.extras]
 abfs = ["adlfs"]
@@ -689,66 +871,132 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "h11"
+version = "0.16.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.8"
+groups = ["examples"]
+files = [
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
+]
+
 [[package]]
 name = "hf-xet"
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-typing = ["typing-extensions ; python_version < \"3.10\""]
+test-arrow = ["arro3-compute", "arro3-core", "nanoarrow", "pyarrow"]
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 xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.4.0"
+version = "4.12.4"
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-python-versions = ">=3.9"
+python-versions = ">=3.10"
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-[package.extras]
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-type = ["mypy (>=1.14.1)"]
+[[package]]
+name = "platformdirs"
+version = "4.13.5"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.11"
+groups = ["main", "quality", "tests"]
+markers = "python_version >= \"3.11\""
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 [[package]]
 name = "pluggy"
@@ -1392,14 +1801,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "4.3.0"
+version = "4.6.2"
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 ]
 
 [package.dependencies]
@@ -1519,71 +1928,68 @@ files = [
 
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-[package.extras]
-test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
-
 [[package]]
 name = "pyarrow-stubs"
-version = "20.0.0.20250825"
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 optional = false
 python-versions = "<4,>=3.9"
 groups = ["quality"]
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 [package.dependencies]
@@ -1591,137 +1997,175 @@ pyarrow = ">=20"
 
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+typing-extensions = ">=4.16.0"
+typing-inspection = ">=0.4.4"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
+timezone = ["tzdata ; platform_system == \"Windows\""]
 
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 [package.dependencies]
-typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+typing-extensions = ">=4.16.0"
 
 [[package]]
 name = "pygments"
@@ -1729,7 +2173,7 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "examples", "tests"]
 files = [
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@@ -1740,23 +2184,36 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
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-version = "1.9.1"
+version = "1.11.4"
 description = "API to interact with the python pyproject.toml based projects"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["tests"]
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 [package.dependencies]
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+tomli = {version = ">=2.4.1", markers = "python_version < \"3.11\""}
 
-[package.extras]
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+optional = false
+python-versions = ">=3.11"
+groups = ["tests"]
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 [[package]]
 name = "pytest"
@@ -1784,33 +2241,35 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
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+version = "1.4.0"
 description = "Pytest support for asyncio"
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-python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
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+pytest = ">=8.4,<10"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
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 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-mock"
-version = "3.15.1"
+version = "3.17.0"
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 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -1851,16 +2310,71 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-discovery"
+version = "1.6.4"
+description = "Python interpreter discovery"
+optional = false
+python-versions = ">=3.9"
+groups = ["quality", "tests"]
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+[package.dependencies]
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+
 [[package]]
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-version = "0.1.10"
-description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
+version = "0.4.1"
+description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "quality"]
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 ]
 
 [package.dependencies]
-huggingface-hub = ">=0.16.4,<2.0"
+huggingface-hub = ">=0.16.4,<3.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
+testing = ["datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff", "ty"]
 
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 name = "tomli"
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 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
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-integrations = ["kernels (>=0.6.1,<=0.9)", "optuna", "ray[tune] (>=2.7.0)", "sigopt"]
-ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
-mistral-common = ["mistral-common[opencv] (>=1.6.3)"]
-modelcreation = ["cookiecutter (==1.7.3)"]
-natten = ["natten (>=0.14.6,<0.15.0)"]
+deepspeed = ["accelerate (>=1.1.0)", "deepspeed (>=0.9.3)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=1.1.0)", "accelerate (>=1.1.0)", "beautifulsoup4", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "deepspeed (>=0.9.3)", "diffusers (==0.35.2)", "faiss-cpu", "fastapi", "filelock", "hf-doc-builder", "libcst", "mistral-common[image] (>=1.11.7)", "nltk (<=3.8.1)", "openai (>=1.98.0)", "optuna", "parameterized (>=0.9)", "protobuf", "protobuf", "psutil", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rich", "rjieba", "ruff (==0.14.10)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "tensorboard", "timeout-decorator", "tomli", "torch (>=2.6)", "transformers-mlinter (==0.1.5)", "ty (==0.0.20)", "urllib3 (<2.0.0)", "uvicorn"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=1.1.0)", "accelerate (>=1.1.0)", "av", "beautifulsoup4", "blobfile", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "diffusers (==0.35.2)", "faiss-cpu", "fastapi", "filelock", "fugashi (>=1.0)", "hf-doc-builder", "ipadic (>=1.0.0,<2.0)", "jinja2 (>=3.1.0)", "kenlm", "kernels (>=0.17.2,<0.18)", "libcst", "librosa", "mistral-common[image] (>=1.11.7)", "mistral-common[image] (>=1.11.7)", "nltk (<=3.8.1)", "num2words", "openai (>=1.98.0)", "parameterized (>=0.9)", "phonemizer", "protobuf", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rich", "rjieba", "ruff (==0.14.10)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "sudachidict_core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tiktoken", "timeout-decorator", "timm (>=1.0.23)", "tomli", "torch (>=2.6)", "torch (>=2.6)", "torchaudio", "torchvision", "transformers-mlinter (==0.1.5)", "ty (==0.0.20)", "unidic (>=1.0.2)", "unidic_lite (>=1.0.7)", "urllib3 (<2.0.0)", "uvicorn"]
+docs = ["hf-doc-builder"]
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+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict_core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic_lite (>=1.0.7)"]
+kernels = ["kernels (>=0.17.2,<0.18)"]
+mistral-common = ["mistral-common[image] (>=1.11.7)"]
 num2words = ["num2words"]
-onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"]
-onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
-open-telemetry = ["opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
 optuna = ["optuna"]
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+quality = ["GitPython (<3.1.19)", "datasets (>=2.15.0)", "libcst", "rich", "ruff (==0.14.10)", "tomli", "transformers-mlinter (==0.1.5)", "ty (==0.0.20)", "urllib3 (<2.0.0)"]
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 retrieval = ["datasets (>=2.15.0)", "faiss-cpu"]
-ruff = ["ruff (==0.11.2)"]
 sagemaker = ["sagemaker (>=2.31.0)"]
 sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
-serving = ["accelerate (>=0.26.0)", "fastapi", "openai (>=1.98.0)", "pydantic (>=2)", "starlette", "torch (>=2.2)", "uvicorn"]
-sigopt = ["sigopt"]
+serving = ["accelerate (>=1.1.0)", "fastapi", "openai (>=1.98.0)", "pydantic (>=2)", "rich", "starlette", "torch (>=2.6)", "uvicorn"]
 sklearn = ["scikit-learn"]
-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (>=2.15.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "libcst", "mistral-common[opencv] (>=1.6.3)", "nltk (<=3.8.1)", "parameterized (>=0.9)", "psutil", "pydantic (>=2)", "pytest (>=7.2.0)", "pytest-asyncio", "pytest-order", "pytest-rerunfailures", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.11.2)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
-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)"]
+testing = ["GitPython (<3.1.19)", "accelerate (>=1.1.0)", "beautifulsoup4", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "diffusers (==0.35.2)", "faiss-cpu", "fastapi", "filelock", "hf-doc-builder", "libcst", "mistral-common[image] (>=1.11.7)", "nltk (<=3.8.1)", "openai (>=1.98.0)", "parameterized (>=0.9)", "protobuf", "psutil", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rich", "rjieba", "ruff (==0.14.10)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "tensorboard", "timeout-decorator", "tomli", "torch (>=2.6)", "transformers-mlinter (==0.1.5)", "ty (==0.0.20)", "urllib3 (<2.0.0)", "uvicorn"]
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-timm = ["timm (!=1.0.18,<=1.0.19)"]
-tokenizers = ["tokenizers (>=0.22.0,<=0.23.0)"]
-torch = ["accelerate (>=0.26.0)", "torch (>=2.2)"]
-torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.34.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.22.0,<=0.23.0)", "torch (>=2.2)", "tqdm (>=4.27)"]
+timm = ["timm (>=1.0.23)"]
+torch = ["accelerate (>=1.1.0)", "torch (>=2.6)"]
 video = ["av"]
-vision = ["Pillow (>=10.0.1,<=15.0)"]
+vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
 
 [[package]]
 name = "typer"
-version = "0.19.2"
+version = "0.27.3"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
+python-versions = ">=3.10"
+groups = ["main", "examples"]
 files = [
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-click = ">=8.0.0"
-rich = ">=10.11.0"
+annotated-doc = ">=0.0.2"
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+rich = ">=13.8.0"
 shellingham = ">=1.3.0"
-typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-requests"
-version = "2.32.4.20250913"
+version = "2.33.0.20261006"
 description = "Typing stubs for requests"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["quality"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2425,58 +3015,60 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-tabulate"
-version = "0.9.0.20241207"
+version = "0.10.0.20261006"
 description = "Typing stubs for tabulate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["quality"]
 files = [
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+    {file = "types_tabulate-0.10.0.20261006-py3-none-any.whl", hash = "sha256:b4c5772065de6f5d104daf31a72ce0e78abe07d3b1c7b23e28566b5c95f4faf1"},
+    {file = "types_tabulate-0.10.0.20261006.tar.gz", hash = "sha256:505bb455e337e85f2cf1dfa56c25322ef70059f095673861114444fae3e9e8d7"},
 ]
 
 [[package]]
 name = "types-tqdm"
-version = "4.67.0.20250809"
+version = "4.70.0.20260906"
 description = "Typing stubs for tqdm"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["quality"]
 files = [
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+    {file = "types_tqdm-4.70.0.20260906-py3-none-any.whl", hash = "sha256:c3b88c694928515d601f73fa6646aa43adc0ef735bedbeebf0cc543f6a201ae8"},
+    {file = "types_tqdm-4.70.0.20260906.tar.gz", hash = "sha256:6581dc996152a87d51ce2ea169169187ffc0a96dacdb8adbdef29cbee8c1e631"},
 ]
 
-[package.dependencies]
-types-requests = "*"
+[package.extras]
+all = ["types-requests", "types-tensorflow"]
+requests = ["types-requests"]
+tensorflow = ["types-tensorflow"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
+version = "4.16.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "examples", "quality", "tests"]
 files = [
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+    {file = "typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8"},
+    {file = "typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5"},
 ]
-markers = {tests = "python_version == \"3.10\""}
+markers = {tests = "python_version <= \"3.12\""}
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.4"
 description = "Runtime typing introspection tools"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "typing_inspection-0.4.4-py3-none-any.whl", hash = "sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147"},
+    {file = "typing_inspection-0.4.4.tar.gz", hash = "sha256:547274fa6b0a561ccf549cc9524b999a578e737d015d8709d021f9d0d13bea47"},
 ]
 
 [package.dependencies]
-typing-extensions = ">=4.12.0"
+typing-extensions = ">=4.15.0"
 
 [[package]]
 name = "tzdata"
@@ -2510,26 +3102,24 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.34.0"
+version = "21.14.5"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["quality", "tests"]
 files = [
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+    {file = "virtualenv-21.14.5-py3-none-any.whl", hash = "sha256:b0651e0174982bba17cc6f0aaa2ef496730cb85a3f35eb5d1119d1c904f7d1da"},
+    {file = "virtualenv-21.14.5.tar.gz", hash = "sha256:c4cb6c13e46b57225a999c7e22a09b163393878facc7ac4c059a57f46faa1647"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
-filelock = ">=3.12.2,<4"
+filelock = {version = ">=3.24.2,<5", markers = "python_version >= \"3.10\""}
+packaging = ">=23.1"
 platformdirs = ">=3.9.1,<5"
+python-discovery = ">=1.6"
 typing-extensions = {version = ">=4.13.2", markers = "python_version < \"3.11\""}
 
-[package.extras]
-docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
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-
 [[package]]
 name = "watchdog"
 version = "6.0.0"
@@ -2708,116 +3298,150 @@ files = [
 
 [[package]]
 name = "yarl"
-version = "1.20.0"
+version = "1.25.1"
 description = "Yet another URL library"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "examples"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2831,4 +3455,4 @@ pyarrow = ["pyarrow"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "3d3ebb33bcfa42854b82a80147fcfd055101d4a38485850a6720ac72f6ecb176"
+content-hash = "7f7e89cd26b5d15ee864435824f97e4ab6b9b5e824987cd55fb1d0416c9222d0"
diff --git a/pyproject.toml b/pyproject.toml
index a876f81..897764d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,23 +27,23 @@ homepage = "https://github.com/togethercomputer/together-python"
 
 [tool.poetry.dependencies]
 python = "^3.10"
-typer = ">=0.9,<0.20"
-requests = "^2.31.0"
-rich = ">=13.8.1,<15.0.0"
-tqdm = "^4.66.2"
-tabulate = "^0.9.0"
-pydantic = "^2.6.3"
-aiohttp = "^3.9.3"
-filelock = "^3.13.1"
-eval-type-backport = ">=0.1.3,<0.3.0"
-click = "^8.1.7"
-pyarrow = { version = ">=10.0.1", optional = true }
+typer = ">=0.27.3,<0.28"
+requests = "^2.34.2"
+rich = ">=15.0.0,<16.0.0"
+tqdm = "^4.70.1"
+tabulate = "^0.10.0"
+pydantic = "^2.14.1"
+aiohttp = "^3.14.5"
+filelock = "^4.1.0"
+eval-type-backport = ">=0.4.0,<0.5.0"
+click = "^8.5.0"
+pyarrow = { version = ">=25.0.1", optional = true }
 numpy = [
     { version = ">=1.23.5", python = "<3.12" },
     { version = ">=1.26.0", python = ">=3.12" },
 ]
-pillow = "^11.1.0"
-black = "^25.9.0"
+pillow = "^12.3.0"
+black = "^26.10.1"
 
 [tool.poetry.extras]
 pyarrow = ["pyarrow"]
@@ -52,14 +52,14 @@ pyarrow = ["pyarrow"]
 optional = true
 
 [tool.poetry.group.quality.dependencies]
-black = ">=23.1,<26.0"
-ruff = ">=0.3.2,<0.14.0"
-types-tqdm = "^4.65.0.0"
-types-tabulate = "^0.9.0.3"
-pre-commit = "4.3.0"
-types-requests = "^2.31.0.20240218"
-pyarrow-stubs = ">=10.0.1.7,<20240831.0.0.0"
-mypy = "^1.9.0"
+black = ">=26.10.1,<27.0"
+ruff = ">=0.17.1,<0.18.0"
+types-tqdm = "^4.70.0.20260906"
+types-tabulate = "^0.10.0.20261006"
+pre-commit = "4.6.2"
+types-requests = "^2.33.0.20261006"
+pyarrow-stubs = ">=20.0.0.20260819,<20240831.0.0.0"
+mypy = "^2.4.0"
 
 [tool.poetry.group.tests]
 optional = true
@@ -67,16 +67,16 @@ optional = true
 [tool.poetry.group.tests.dependencies]
 pytest = ">=7.4.2,<9.0.0"
 pytest-watch = "^4.2.0"
-pytest-mock = "^3.14.0"
-pytest-asyncio = "^0.24.0"
-tox = "^4.14.1"
+pytest-mock = "^3.17.0"
+pytest-asyncio = "^1.4.0"
+tox = "^4.65.0"
 
 [tool.poetry.group.examples]
 optional = true
 
 [tool.poetry.group.examples.dependencies]
-datasets = ">=2.18,<5.0"
-transformers = "^4.39.3"
+datasets = ">=5.0.1,<6.0"
+transformers = "^5.20.1"
 
 
 [tool.poetry.urls]