diff --git a/poetry.lock b/poetry.lock
index 582ca33..3270c36 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1393,14 +1393,6 @@ jupyter-server = ">=1.8,<3"
 [package.extras]
 test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"]
 
-[[package]]
-name = "numpy"
-version = "1.22.4"
-description = "NumPy is the fundamental package for array computing with Python."
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
 [[package]]
 name = "numpy"
 version = "1.24.4"
@@ -2069,7 +2061,7 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "sentence-transformers"
-version = "3.0.0"
+version = "2.7.0"
 description = "Multilingual text embeddings"
 category = "main"
 optional = false
@@ -2086,8 +2078,7 @@ tqdm = "*"
 transformers = ">=4.34.0,<5.0.0"
 
 [package.extras]
-dev = ["accelerate (>=0.20.3)", "datasets", "pre-commit", "pytest", "ruff (>=0.3.0)"]
-train = ["accelerate (>=0.20.3)", "datasets"]
+dev = ["pre-commit", "pytest", "ruff (>=0.3.0)"]
 
 [[package]]
 name = "setuptools"
@@ -2775,7 +2766,7 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.13"
-content-hash = "10aca3749095d58d5fe0e38e7394108ab476359ebe014c378c60f42030ebeef3"
+content-hash = "96da9d482e4743cee884db04072724331ece4b0d1d57d452b9b4758910adf429"
 
 [metadata.files]
 accelerate = [
@@ -3594,28 +3585,6 @@ notebook-shim = [
     {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"},
 ]
 numpy = [
-    {file = "numpy-1.22.4-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:ba9ead61dfb5d971d77b6c131a9dbee62294a932bf6a356e48c75ae684e635b3"},
-    {file = "numpy-1.22.4-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:1ce7ab2053e36c0a71e7a13a7475bd3b1f54750b4b433adc96313e127b870887"},
-    {file = "numpy-1.22.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7228ad13744f63575b3a972d7ee4fd61815b2879998e70930d4ccf9ec721dce0"},
-    {file = "numpy-1.22.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:43a8ca7391b626b4c4fe20aefe79fec683279e31e7c79716863b4b25021e0e74"},
-    {file = "numpy-1.22.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a911e317e8c826ea632205e63ed8507e0dc877dcdc49744584dfc363df9ca08c"},
-    {file = "numpy-1.22.4-cp310-cp310-win32.whl", hash = "sha256:9ce7df0abeabe7fbd8ccbf343dc0db72f68549856b863ae3dd580255d009648e"},
-    {file = "numpy-1.22.4-cp310-cp310-win_amd64.whl", hash = "sha256:3e1ffa4748168e1cc8d3cde93f006fe92b5421396221a02f2274aab6ac83b077"},
-    {file = "numpy-1.22.4-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:59d55e634968b8f77d3fd674a3cf0b96e85147cd6556ec64ade018f27e9479e1"},
-    {file = "numpy-1.22.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c1d937820db6e43bec43e8d016b9b3165dcb42892ea9f106c70fb13d430ffe72"},
-    {file = "numpy-1.22.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4c5d5eb2ec8da0b4f50c9a843393971f31f1d60be87e0fb0917a49133d257d6"},
-    {file = "numpy-1.22.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64f56fc53a2d18b1924abd15745e30d82a5782b2cab3429aceecc6875bd5add0"},
-    {file = "numpy-1.22.4-cp38-cp38-win32.whl", hash = "sha256:fb7a980c81dd932381f8228a426df8aeb70d59bbcda2af075b627bbc50207cba"},
-    {file = "numpy-1.22.4-cp38-cp38-win_amd64.whl", hash = "sha256:e96d7f3096a36c8754207ab89d4b3282ba7b49ea140e4973591852c77d09eb76"},
-    {file = "numpy-1.22.4-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:4c6036521f11a731ce0648f10c18ae66d7143865f19f7299943c985cdc95afb5"},
-    {file = "numpy-1.22.4-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:b89bf9b94b3d624e7bb480344e91f68c1c6c75f026ed6755955117de00917a7c"},
-    {file = "numpy-1.22.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2d487e06ecbf1dc2f18e7efce82ded4f705f4bd0cd02677ffccfb39e5c284c7e"},
-    {file = "numpy-1.22.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3eb268dbd5cfaffd9448113539e44e2dd1c5ca9ce25576f7c04a5453edc26fa"},
-    {file = "numpy-1.22.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37431a77ceb9307c28382c9773da9f306435135fae6b80b62a11c53cfedd8802"},
-    {file = "numpy-1.22.4-cp39-cp39-win32.whl", hash = "sha256:cc7f00008eb7d3f2489fca6f334ec19ca63e31371be28fd5dad955b16ec285bd"},
-    {file = "numpy-1.22.4-cp39-cp39-win_amd64.whl", hash = "sha256:f0725df166cf4785c0bc4cbfb320203182b1ecd30fee6e541c8752a92df6aa32"},
-    {file = "numpy-1.22.4-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0791fbd1e43bf74b3502133207e378901272f3c156c4df4954cad833b1380207"},
-    {file = "numpy-1.22.4.zip", hash = "sha256:425b390e4619f58d8526b3dcf656dde069133ae5c240229821f01b5f44ea07af"},
     {file = "numpy-1.24.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64"},
     {file = "numpy-1.24.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1"},
     {file = "numpy-1.24.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4"},
@@ -4550,8 +4519,8 @@ Send2Trash = [
     {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"},
 ]
 sentence-transformers = [
-    {file = "sentence_transformers-3.0.0-py3-none-any.whl", hash = "sha256:9bf851b688b796e5fb06c920921efd5e5e05ee616e85cb3026fbdfe4dcf15bf3"},
-    {file = "sentence_transformers-3.0.0.tar.gz", hash = "sha256:52d4101654ed107a28e9fa5110fce399084b55e7838fd8256471353ddc299033"},
+    {file = "sentence_transformers-2.7.0-py3-none-any.whl", hash = "sha256:6a7276b05a95931581bbfa4ba49d780b2cf6904fa4a171ec7fd66c343f761c98"},
+    {file = "sentence_transformers-2.7.0.tar.gz", hash = "sha256:2f7df99d1c021dded471ed2d079e9d1e4fc8e30ecb06f957be060511b36f24ea"},
 ]
 setuptools = [
     {file = "setuptools-70.0.0-py3-none-any.whl", hash = "sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4"},
diff --git a/pyproject.toml b/pyproject.toml
index dd4c96a..398f641 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,9 +28,9 @@ packages = [{include = "classy_classification"}]
 
 [tool.poetry.dependencies]
 python = ">=3.8,<3.13"
-spacy = {extras = ["transformers"], version = ">=3,<4"}
-sentence-transformers = ">=2,<4"
-scikit-learn = ">1,<2"
+spacy = {extras = ["transformers"], version = "^3.0"}
+sentence-transformers = "^2.0"
+scikit-learn = "^1.0"
 pandas = ">=1,<2"
 transformers = {extras = ["torch"], version = ">4.20,<5"}
 terminado = "<0.18"