diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e195301b..7fd9e027 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -28,9 +28,9 @@ repos:
         additional_dependencies:
           - rhoknp==1.6.0
           - hydra-core==1.3.2
-          - torch==2.3.1
-          - torchmetrics==1.4.0.post0
-          - transformers==4.41.2
+          - torch==2.4.0
+          - torchmetrics==1.4.1
+          - transformers==4.42.4
           - tokenizers
           - wandb
           - typer
diff --git a/poetry.lock b/poetry.lock
index c57a6dc2..dc419340 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,91 +1,103 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.3.4"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
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+    {file = "aiohappyeyeballs-2.3.4.tar.gz", hash = "sha256:7e1ae8399c320a8adec76f6c919ed5ceae6edd4c3672f4d9eae2b27e37c80ff6"},
+]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.5"
+version = "3.10.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
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 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -94,7 +106,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -162,22 +174,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.1.0"
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-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
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+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+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"]
 
 [[package]]
 name = "backcall"
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 [package.dependencies]
@@ -655,13 +687,13 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
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+version = "0.24.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
 files = [
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 typing-extensions = ">=3.7.4.3"
 
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 inference = ["aiohttp", "minijinja (>=1.0)"]
-quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.5.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
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-torch = ["safetensors", "torch"]
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 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
 [[package]]
@@ -744,20 +776,6 @@ files = [
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-python-versions = "*"
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 [[package]]
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 version = "0.13.13"
@@ -1025,13 +1043,13 @@ rapidfuzz = ">=3.8.0,<4.0.0"
 
 [[package]]
 name = "lightning-utilities"
-version = "0.11.5"
+version = "0.11.6"
 description = "Lightning toolbox for across the our ecosystem."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1162,24 +1180,6 @@ files = [
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-[package.dependencies]
-intel-openmp = "==2021.*"
-tbb = "==2021.*"
-
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -1442,12 +1442,13 @@ files = [
 
 [[package]]
 name = "nvidia-cudnn-cu12"
-version = "8.9.2.26"
+version = "9.1.0.70"
 description = "cuDNN runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [package.dependencies]
@@ -1518,13 +1519,14 @@ files = [
 
 [[package]]
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-version = "12.5.82"
+version = "12.6.20"
 description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [[package]]
@@ -1718,22 +1720,22 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
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 description = ""
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 python-versions = ">=3.8"
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 [package.extras]
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@@ -2617,13 +2629,13 @@ files = [
 
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 pymongo = ["pymongo (>=3.1)"]
 pyspark = ["pyspark (>=2.4.4)"]
@@ -2781,19 +2793,19 @@ test = ["pytest"]
 
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 [[package]]
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@@ -2838,13 +2850,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "sympy"
-version = "1.13.0"
+version = "1.13.1"
 description = "Computer algebra system (CAS) in Python"
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 [package.extras]
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 [[package]]
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 version = "3.5.0"
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 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = "*"
 jinja2 = "*"
-mkl = {version = ">=2021.1.1,<=2021.4.0", markers = "platform_system == \"Windows\""}
 networkx = "*"
 nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
-nvidia-cudnn-cu12 = {version = "8.9.2.26", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cudnn-cu12 = {version = "9.1.0.70", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
@@ -3052,22 +3050,21 @@ nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"
 nvidia-nccl-cu12 = {version = "2.20.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
-triton = {version = "2.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
+triton = {version = "3.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""}
 typing-extensions = ">=4.8.0"
 
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
-optree = ["optree (>=0.9.1)"]
+optree = ["optree (>=0.11.0)"]
 
 [[package]]
 name = "torchmetrics"
-version = "1.4.0.post0"
+version = "1.4.1"
 description = "PyTorch native Metrics"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3078,26 +3075,25 @@ torch = ">=1.10.0"
 typing-extensions = {version = "*", markers = "python_version < \"3.9\""}
 
 [package.extras]
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-audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"]
-debug = ["pretty-errors (>=1.2.0)"]
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 detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"]
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-multimodal = ["piq (<=0.8.0)", "transformers (>=4.10.0)"]
+multimodal = ["piq (<=0.8.0)", "transformers (>=4.42.3)"]
 text = ["ipadic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"]
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+typing = ["mypy (==1.11.0)", "torch (==2.3.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
 visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.3.0)"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3196,17 +3192,21 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "triton"
-version = "2.3.1"
+version = "3.0.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "triton-3.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d5e10de8c011adeb7c878c6ce0dd6073b14367749e34467f1cff2bde1b78253"},
+    {file = "triton-3.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e8903767951bf86ec960b4fe4e21bc970055afc65e9d57e916d79ae3c93665e3"},
+    {file = "triton-3.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41004fb1ae9a53fcb3e970745feb87f0e3c94c6ce1ba86e95fa3b8537894bef7"},
 ]
 
 [package.dependencies]
@@ -3214,8 +3214,8 @@ filelock = "*"
 
 [package.extras]
 build = ["cmake (>=3.20)", "lit"]
-tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)", "torch"]
-tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
+tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"]
+tutorials = ["matplotlib", "pandas", "tabulate"]
 
 [[package]]
 name = "typer-slim"
@@ -3247,13 +3247,13 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240311"
+version = "6.0.12.20240724"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3297,18 +3297,18 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "wandb"
-version = "0.17.4"
+version = "0.17.5"
 description = "A CLI and library for interacting with the Weights & Biases API."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wandb-0.17.4-py3-none-any.whl", hash = "sha256:807d600a86ee9e2df66b64af738caa6eb3b5e04a30b296b9a7c940ede759f4a7"},
-    {file = "wandb-0.17.4-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:02a00fe5e86ac04c07936d1fe7e7d9111d9546a3a844ac00d89735df0290cef8"},
-    {file = "wandb-0.17.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:78eb7e6a530848fc47792e95563b406019bed7c4dadb54415a982cd4900b7c75"},
-    {file = "wandb-0.17.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:91bd3bc5b76f880732c6169288ac64d59a016fd8227d3a74bdc69d457639ef17"},
-    {file = "wandb-0.17.4-py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40aa85e0fc6d875f9597c6c02e968bc35a571ddac1cbfac2223fcdb941bf1214"},
-    {file = "wandb-0.17.4-py3-none-win32.whl", hash = "sha256:fec9378ae2ed8c4cf29bb5ef9bd2889f0085b6566d7b9dd7b789718519c46447"},
-    {file = "wandb-0.17.4-py3-none-win_amd64.whl", hash = "sha256:94b78c1a74222a0970580cd953c21562bb57af1c2e14a4e48ab07b8fbcb64f08"},
+    {file = "wandb-0.17.5-py3-none-any.whl", hash = "sha256:1c0f60446b51561b67280a060388ffad2a6078fcfdf5024b9998252d237b4639"},
+    {file = "wandb-0.17.5-py3-none-macosx_10_14_x86_64.whl", hash = "sha256:653252c57df550edc70607da827bc68c670932d6775e2f6556909575e17c544b"},
+    {file = "wandb-0.17.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:233b02d3643142cce8c0ae7986c233fe976b3f7ec0f7aded7478dad0d5a74d43"},
+    {file = "wandb-0.17.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca55edb64f0256a4d4961c3d9dd281a5928037827a21315a8ca67e92ccc60d06"},
+    {file = "wandb-0.17.5-py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10e4b954ce7ff8615ee64b2dd5a04e51e8c64568d47ec39f5995dbbc9df172db"},
+    {file = "wandb-0.17.5-py3-none-win32.whl", hash = "sha256:04013a6974dd5ff8d69cff79efdbad625db9873e3049bffe85cf39d81f5207cb"},
+    {file = "wandb-0.17.5-py3-none-win_amd64.whl", hash = "sha256:c90e80df09c47e3e0432b2e4e90a4eff34f15e891467ec2f3c284834a33cd6c4"},
 ]
 
 [package.dependencies]
@@ -3474,4 +3474,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.13"
-content-hash = "be7f13364e49c3dee5576a92810b1d0c6fdebc78244e7deaeef7035c7048fff6"
+content-hash = "e960767a995f11703c131684d928b68a45c8b5e54915b663105d70c38b172cba"
diff --git a/pyproject.toml b/pyproject.toml
index 8cf357a9..87f3e012 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ jinf = "^1.0.4"
 pure-cdb = "^4.0"
 rich = ">=12.4"
 pyyaml = "^6.0"
-regex = ">=2023.8"
+regex = ">=2024.7.24"
 cohesion-tools = "^0.5.7"
 importlib-resources = { version = "^6.0", python = "<3.9" }
 
@@ -86,7 +86,7 @@ ipython = [
 ipdb = "^0.13.13"
 types-attrs = "^19.1"
 types-pyyaml = "^6.0.12.9"
-wandb = "^0.17.4"
+wandb = "^0.17.5"
 
 [tool.poetry.group.test.dependencies]
 torchmetrics = "^1.0"