diff --git a/poetry.lock b/poetry.lock
index 14e8706..01f9430 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1172,14 +1172,14 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.29.1"
+version = "0.31.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main", "dev"]
 files = [
-    {file = "huggingface_hub-0.29.1-py3-none-any.whl", hash = "sha256:352f69caf16566c7b6de84b54a822f6238e17ddd8ae3da4f8f2272aea5b198d5"},
-    {file = "huggingface_hub-0.29.1.tar.gz", hash = "sha256:9524eae42077b8ff4fc459ceb7a514eca1c1232b775276b009709fe2a084f250"},
+    {file = "huggingface_hub-0.31.2-py3-none-any.whl", hash = "sha256:8138cd52aa2326b4429bb00a4a1ba8538346b7b8a808cdce30acb6f1f1bdaeec"},
+    {file = "huggingface_hub-0.31.2.tar.gz", hash = "sha256:7053561376ed7f6ffdaecf09cc54d70dc784ac6315fa4bb9b93e19662b029675"},
 ]
 
 [package.dependencies]
@@ -1197,6 +1197,7 @@ 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 (>=1.1.1,<2.0.0)"]
 inference = ["aiohttp"]
 quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
@@ -4435,4 +4436,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "57d7f3de2e17e5696e0de11e57bb63542d1211b818fdaede2aa8c730e3058c62"
+content-hash = "b91f81602f723071a588728d8daa577d2d013eb0c97bcf6e3ec45dd1cf67b3f1"
diff --git a/pyproject.toml b/pyproject.toml
index c2abe94..8af57fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,7 +66,7 @@ mkdocstrings = ">=0.26.1"
 mkdocs-jupyter = ">=0.25.1"
 
 # Development Tools
-huggingface-hub = ">=0.25.1,<0.30.0" # Optional, for model integration if needed
+huggingface-hub = ">=0.25.1,<0.32.0" # Optional, for model integration if needed
 
 [tool.ruff]
 line-length = 120