diff --git a/.github/workflows/unit_test_coverage.yml b/.github/workflows/unit_test_coverage.yml
index 2f485ea6..8f86382e 100644
--- a/.github/workflows/unit_test_coverage.yml
+++ b/.github/workflows/unit_test_coverage.yml
@@ -9,16 +9,37 @@ env:
   AWS_DEFAULT_REGION: us-west-2
 
 jobs:
-  test_coverage_python_310:
+  test_coverage_python:
     runs-on: ubuntu-latest
+    continue-on-error: false
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.10', '3.11', '3.12']
     env:
       PYTHONWARNINGS: ignore
     steps:
+      - name: Free Disk Space (Ubuntu)
+        uses: jlumbroso/free-disk-space@v1.3.1
+        with:
+          # this might remove tools that are actually needed,
+          # if set to "true" but frees about 6 GB
+          tool-cache: false
+
+          # all of these default to true, but feel free to set to
+          # "false" if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          docker-images: true
+          swap-storage: true
+
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
+          python-version: ${{ matrix.python-version }}
 
       - name: Setup Environment
         run: |
diff --git a/poetry.lock b/poetry.lock
index 56d1332d..e34c57b1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,35 +1,121 @@
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+
 [[package]]
 name = "absl-py"
 version = "2.1.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"},
+    {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"},
+]
 
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.4.0"
 description = "Happy Eyeballs for asyncio"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
+    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.2"
+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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+]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
+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"
-yarl = ">=1.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -38,28 +124,80 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+description = "ANTLR 4.9.3 runtime for Python 3.7"
+optional = false
+python-versions = "*"
+files = [
+    {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.7.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.9"
+files = [
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+    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+trio = ["trio (>=0.26.1)"]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
 
 [[package]]
 name = "argcomplete"
 version = "3.3.0"
 description = "Bash tab completion for argparse"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
+files = [
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+    {file = "argcomplete-3.3.0.tar.gz", hash = "sha256:fd03ff4a5b9e6580569d34b273f741e85cd9e072f3feeeee3eba4891c70eda62"},
+]
 
 [package.extras]
 test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
@@ -68,9 +206,12 @@ test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
 
 [package.dependencies]
 six = ">=1.12.0"
@@ -83,17 +224,23 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+]
 
 [[package]]
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
@@ -107,9 +254,12 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 name = "bert-score"
 version = "0.3.13"
 description = "PyTorch implementation of BERT score"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "bert_score-0.3.13-py3-none-any.whl", hash = "sha256:bbbb4c7fcdaa46d7681aff49f37f96faa09ed74e1b150e659bdc6b58a66989b9"},
+    {file = "bert_score-0.3.13.tar.gz", hash = "sha256:8ffe5838eac8cdd988b8b1a896af7f49071188c8c011a1ed160d71a9899a2ba4"},
+]
 
 [package.dependencies]
 matplotlib = "*"
@@ -123,11 +273,34 @@ transformers = ">=3.0.0"
 
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-version = "24.3.0"
+version = "24.10.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+files = [
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+]
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -140,20 +313,23 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.143"
+version = "1.35.92"
 description = "The AWS SDK for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "boto3-1.35.92-py3-none-any.whl", hash = "sha256:786930d5f1cd13d03db59ff2abbb2b7ffc173fd66646d5d8bee07f316a5f16ca"},
+    {file = "boto3-1.35.92.tar.gz", hash = "sha256:f7851cb320dcb2a53fc73b4075187ec9b05d51291539601fa238623fdc0e8cd3"},
+]
 
 [package.dependencies]
-botocore = ">=1.34.143,<1.35.0"
+botocore = ">=1.35.92,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -162,11 +338,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.143"
+version = "1.35.92"
 description = "Low-level, data-driven core of boto 3."
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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+    {file = "botocore-1.35.92.tar.gz", hash = "sha256:caa7d5d857fed5b3d694b89c45f82b9f938f840e90a4eb7bf50aa65da2ba8f82"},
+]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -174,23 +353,79 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.20.11)"]
+crt = ["awscrt (==0.22.0)"]
 
 [[package]]
 name = "certifi"
 version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [[package]]
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
 pycparser = "*"
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 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
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 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -226,25 +558,34 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "cloudpickle"
 version = "2.2.1"
 description = "Extended pickling support for Python objects"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
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 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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 name = "comm"
 version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
 traitlets = ">=4"
@@ -256,9 +597,12 @@ test = ["pytest"]
 name = "commitizen"
 version = "3.27.0"
 description = "Python commitizen client tool"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
+files = [
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 [package.dependencies]
 argcomplete = ">=1.12.1,<3.4"
@@ -277,49 +621,153 @@ tomlkit = ">=0.5.3,<1.0.0"
 name = "contourpy"
 version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = false
 python-versions = ">=3.9"
-
-[package.dependencies]
-numpy = ">=1.20"
-
-[package.extras]
-bokeh = ["bokeh", "selenium"]
-docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
-test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
-
-[[package]]
-name = "conventional-pre-commit"
-version = "3.2.0"
-description = "A pre-commit hook that checks commit messages for Conventional Commits formatting."
-category = "dev"
-optional = false
-python-versions = ">=3.8"
-
-[package.extras]
-dev = ["black", "build", "coverage", "flake8", "pre-commit", "pytest", "setuptools-scm"]
-
-[[package]]
-name = "coverage"
-version = "7.5.2"
-description = "Code coverage measurement for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.8"
-
-[package.extras]
-toml = ["tomli"]
-
-[[package]]
-name = "cycler"
-version = "0.12.1"
-description = "Composable style cycles"
-category = "main"
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+
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 python-versions = ">=3.8"
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@@ -329,9 +777,12 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "datasets"
 version = "2.2.1"
 description = "HuggingFace community-driven open-source library of datasets"
-category = "main"
 optional = false
 python-versions = "*"
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 aiohttp = "*"
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+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
 
 [[package]]
 name = "dill"
 version = "0.3.8"
 description = "serialize all of Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
+    {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
+]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -402,17 +885,23 @@ profile = ["gprof2dot (>=2022.7.29)"]
 name = "distlib"
 version = "0.3.8"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
+    {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
+]
 
 [[package]]
 name = "docker"
 version = "7.1.0"
 description = "A Python library for the Docker Engine API."
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
+    {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
+]
 
 [package.dependencies]
 pywin32 = {version = ">=304", markers = "sys_platform == \"win32\""}
@@ -427,11 +916,14 @@ websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "evaluate"
-version = "0.4.2"
+version = "0.4.0"
 description = "HuggingFace community-driven open-source library of evaluation"
-category = "main"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.7.0"
+files = [
+    {file = "evaluate-0.4.0-py3-none-any.whl", hash = "sha256:4b528de0f270cdfb077ca4877035dc17584d2c4b1cbc3fdd46afc3942ed557fd"},
+    {file = "evaluate-0.4.0.tar.gz", hash = "sha256:bd6a59879be9ae13b681684e56ae3e6ea657073c4413b30335e9efa9856e4f44"},
+]
 
 [package.dependencies]
 datasets = ">=2.0.0"
@@ -443,27 +935,31 @@ numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
 requests = ">=2.19.0"
+responses = "<0.19"
 tqdm = ">=4.62.1"
 xxhash = "*"
 
 [package.extras]
-dev = ["Werkzeug (>=1.0.1)", "absl-py", "accelerate", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy (>=1.10.0)", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"]
+dev = ["Werkzeug (>=1.0.1)", "absl-py", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"]
 docs = ["s3fs"]
 evaluator = ["scipy (>=1.7.1)", "transformers"]
 quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
 template = ["cookiecutter", "gradio (>=3.0.0)"]
 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
 tensorflow-gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tests = ["Werkzeug (>=1.0.1)", "absl-py", "accelerate", "bert-score (>=0.3.6)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy (>=1.10.0)", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"]
+tests = ["Werkzeug (>=1.0.1)", "absl-py", "bert-score (>=0.3.6)", "cer (>=1.2.0)", "charcut (>=1.1.1)", "jiwer", "mauve-text", "nltk", "pytest", "pytest-datadir", "pytest-xdist", "requests-file (>=1.5.1)", "rouge-score (>=0.1.2)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1,<=2.10)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "transformers", "trectools", "unidecode (>=1.3.4)"]
 torch = ["torch"]
 
 [[package]]
 name = "exceptiongroup"
 version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -472,20 +968,46 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
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+    {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"},
+]
 
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
+[[package]]
+name = "fastapi"
+version = "0.115.6"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastapi-0.115.6-py3-none-any.whl", hash = "sha256:e9240b29e36fa8f4bb7290316988e90c381e5092e0cbe84e7818cc3713bcf305"},
+    {file = "fastapi-0.115.6.tar.gz", hash = "sha256:9ec46f7addc14ea472958a96aae5b5de65f39721a46aaf5705c480d9a8b76654"},
+]
+
+[package.dependencies]
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.40.0,<0.42.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=2.11.2)", "python-multipart (>=0.0.7)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "fastjsonschema"
 version = "2.19.1"
 description = "Fastest Python implementation of JSON schema"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "fastjsonschema-2.19.1-py3-none-any.whl", hash = "sha256:3672b47bc94178c9f23dbb654bf47440155d4db9df5f7bc47643315f9c405cd0"},
+    {file = "fastjsonschema-2.19.1.tar.gz", hash = "sha256:e3126a94bdc4623d3de4485f8d468a12f02a67921315ddc87836d6e456dc789d"},
+]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
@@ -494,9 +1016,12 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 name = "filelock"
 version = "3.14.0"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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+]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
@@ -507,9 +1032,11 @@ typing = ["typing-extensions (>=4.8)"]
 name = "fire"
 version = "0.6.0"
 description = "A library for automatically generating command line interfaces."
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "fire-0.6.0.tar.gz", hash = "sha256:54ec5b996ecdd3c0309c800324a0703d6da512241bc73b553db959d98de0aa66"},
+]
 
 [package.dependencies]
 six = "*"
@@ -519,9 +1046,12 @@ termcolor = "*"
 name = "flake8"
 version = "7.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
 python-versions = ">=3.8.1"
+files = [
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+]
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
@@ -532,9 +1062,52 @@ pyflakes = ">=3.2.0,<3.3.0"
 name = "fonttools"
 version = "4.52.4"
 description = "Tools to manipulate font files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 python-versions = ">=3.8"
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+
 [[package]]
 name = "fsspec"
 version = "2024.5.0"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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 aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
@@ -600,31 +1254,105 @@ tqdm = ["tqdm"]
 name = "google-pasta"
 version = "0.2.0"
 description = "pasta is an AST-based Python refactoring library"
-category = "main"
 optional = false
 python-versions = "*"
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 [package.dependencies]
 six = "*"
 
 [[package]]
 name = "grpcio"
-version = "1.64.0"
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 description = "HTTP/2-based RPC framework"
-category = "main"
 optional = false
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-protobuf = ["grpcio-tools (>=1.64.0)"]
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+
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 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
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 filelock = "*"
@@ -636,26 +1364,29 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
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 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
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 name = "identify"
 version = "2.5.36"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
 license = ["ukkonen"]
@@ -664,17 +1395,23 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
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 name = "importlib-metadata"
 version = "6.11.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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+]
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -688,25 +1425,23 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
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 python-versions = ">=3.7"
-
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-version = "2021.4.0"
-description = "Intel OpenMP* Runtime Library"
-category = "main"
-optional = false
-python-versions = "*"
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+]
 
 [[package]]
 name = "ipykernel"
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+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
@@ -714,7 +1449,7 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -734,9 +1469,12 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 name = "ipython"
 version = "8.18.0"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = false
 python-versions = ">=3.9"
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+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -767,9 +1505,12 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pa
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 parso = ">=0.8.3,<0.9.0"
@@ -783,9 +1524,12 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.4"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -795,11 +1539,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jiwer"
-version = "3.0.4"
+version = "3.0.5"
 description = "Evaluate your speech-to-text system with similarity measures such as word error rate (WER)"
-category = "main"
 optional = false
 python-versions = "<4.0,>=3.7"
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+]
 
 [package.dependencies]
 click = ">=8.1.3,<9.0.0"
@@ -809,25 +1556,34 @@ rapidfuzz = ">=3,<4"
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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+]
 
 [[package]]
 name = "joblib"
 version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
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+]
 
 [[package]]
 name = "jsonschema"
 version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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+]
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -843,9 +1599,12 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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+]
 
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@@ -854,12 +1613,15 @@ referencing = ">=0.31.0"
 name = "jupyter-client"
 version = "8.6.2"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -873,9 +1635,12 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
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 version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
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 python-versions = ">=3.8"
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 [package.dependencies]
 platformdirs = ">=2.5"
@@ -890,2286 +1655,122 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
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 optional = false
 python-versions = ">=3.7"
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+multidict = ">=4.0"
+propcache = ">=0.2.0"
+
+[[package]]
+name = "zipp"
+version = "3.19.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
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 ]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "e35be1a90340abcc22390f0bacb58d2bbcf46f3a068867546a171a03779627ee"
diff --git a/pyproject.toml b/pyproject.toml
index 28b7316c..f2682984 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "fmeval"
-version = "1.2.1"
+version = "1.2.2"
 description = "Amazon Foundation Model Evaluations"
 license = "Apache License 2.0"
 authors = ["Amazon FMEval Team <amazon-fmeval-team@amazon.com>"]
@@ -14,40 +14,42 @@ classifiers=[
     "Natural Language :: English",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
 ]
 
 
 [tool.poetry.dependencies]
 python = "^3.10"
-urllib3 = ">=2.2.2"
-ray = "2.23.0"
+urllib3 = ">=2.3.0"
+ray = "2.40.0"
 semantic-version = "2.10.0"
 pyarrow = "*"
-pyfunctional = "1.4.3"
-torch = ">=2.0.0, !=2.0.1, !=2.1.0"
-matplotlib = "^3.8.3"
+pyfunctional = "1.5.0"
+torch = ">=2.5.0"
+matplotlib = "^3.10.0"
 # https://discuss.ray.io/t/pandas-importerror-with-ray-data-dataset-show/13486
-pandas = "2.1.4"
+pandas = "2.2.3"
 nltk = "^3.9.0"
 markdown = "*"
 IPython = "*"
 evaluate = "^0.4.0"
 rouge-score = "^0.1.2"
 bert-score = "^0.3.13"
-scikit-learn = "^1.3.1"
-jiwer = "^3.0.3"
-transformers = "^4.36.0"
-sagemaker = "^2.225.0"
+scikit-learn = "^1.6.0"
+jiwer = "^3.0.5"
+transformers = "^4.47.0"
+sagemaker = "^2.237.1"
 testbook = "^0.4.2"
-ipykernel = "^6.26.0"
-mypy-boto3-bedrock = "^1.33.2"
-grpcio = "^1.60.0"
-aiohttp = "^3.9.2"
+ipykernel = "^6.29.5"
+mypy-boto3-bedrock = "^1.35.75"
+grpcio = "^1.68.1"
+aiohttp = "^3.11.11"
 
 [tool.poetry.group.dev.dependencies]
 fire = "*"
-black = "24.3.0"
-pre-commit = "3.3.3"
+black = "24.10.0"
+pre-commit = "^4.0.0"
 pytest = "*"
 pytest-pspec = "*"
 flake8 = "*"
@@ -61,7 +63,7 @@ conventional-pre-commit = "*"
 optional = true
 
 [tool.poetry.group.docs.dependencies]
-pdoc = "^14.4.0"
+pdoc = "^15.0.1"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/test/unit/eval_algorithms/test_classification_accuracy.py b/test/unit/eval_algorithms/test_classification_accuracy.py
index df6429a3..03d68830 100644
--- a/test/unit/eval_algorithms/test_classification_accuracy.py
+++ b/test/unit/eval_algorithms/test_classification_accuracy.py
@@ -60,24 +60,26 @@
 
 
 CLASSIFICATION_DATASET_WITHOUT_MODEL_OUTPUT = CLASSIFICATION_DATASET.drop_columns(
-    DatasetColumns.MODEL_OUTPUT.value.name
+    cols=[DatasetColumns.MODEL_OUTPUT.value.name]
 )
 
-CLASSIFICATION_DATASET_WITHOUT_MODEL_INPUT = CLASSIFICATION_DATASET.drop_columns(DatasetColumns.MODEL_INPUT.value.name)
+CLASSIFICATION_DATASET_WITHOUT_MODEL_INPUT = CLASSIFICATION_DATASET.drop_columns(
+    cols=[DatasetColumns.MODEL_INPUT.value.name]
+)
 
 CLASSIFICATION_DATASET_WITHOUT_MODEL_INPUT_OR_MODEL_OUTPUT = CLASSIFICATION_DATASET_WITHOUT_MODEL_INPUT.drop_columns(
-    DatasetColumns.MODEL_OUTPUT.value.name
+    cols=[DatasetColumns.MODEL_OUTPUT.value.name]
 )
 
 CLASSIFICATION_DATASET_WITHOUT_TARGET_OUTPUT = CLASSIFICATION_DATASET.drop_columns(
-    DatasetColumns.TARGET_OUTPUT.value.name
+    cols=[DatasetColumns.TARGET_OUTPUT.value.name]
 )
 
 CLASSIFICATION_DATASET_WITHOUT_CATEGORY_WITHOUT_MODEL_OUTPUT = CLASSIFICATION_DATASET_WITHOUT_MODEL_OUTPUT.drop_columns(
-    DatasetColumns.CATEGORY.value.name
+    cols=[DatasetColumns.CATEGORY.value.name]
 )
 
-CLASSIFICATION_DATASET_WITHOUT_CATEGORY = CLASSIFICATION_DATASET.drop_columns(DatasetColumns.CATEGORY.value.name)
+CLASSIFICATION_DATASET_WITHOUT_CATEGORY = CLASSIFICATION_DATASET.drop_columns(cols=[DatasetColumns.CATEGORY.value.name])
 
 DATASET_SCORES = [
     EvalScore(name=CLASSIFICATION_ACCURACY_SCORE, value=2 / 3),
diff --git a/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py b/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py
index 6cbbcc04..40288062 100644
--- a/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py
+++ b/test/unit/eval_algorithms/test_classification_accuracy_semantic_robustness.py
@@ -60,7 +60,6 @@
 
 DATASET_WITHOUT_MODEL_INPUT = DATASET.drop_columns(cols=[DatasetColumns.MODEL_INPUT.value.name])
 
-
 CATEGORY_SCORES = [
     CategoryScore(
         name="brownie",
diff --git a/test/unit/eval_algorithms/test_general_semantic_robustness.py b/test/unit/eval_algorithms/test_general_semantic_robustness.py
index 13c83363..cb889875 100644
--- a/test/unit/eval_algorithms/test_general_semantic_robustness.py
+++ b/test/unit/eval_algorithms/test_general_semantic_robustness.py
@@ -59,15 +59,17 @@
     ]
 )
 
-DATASET_WITH_ONLY_BERT_SCORE = DATASET_WITH_SCORES.drop_columns(cols=WER_SCORE)
+DATASET_WITH_ONLY_BERT_SCORE = DATASET_WITH_SCORES.drop_columns(cols=[WER_SCORE])
 
-DATASET_WITH_MODEL_OUTPUT = DATASET_WITH_ONLY_BERT_SCORE.drop_columns(cols=BERT_SCORE_DISSIMILARITY)
+DATASET_WITH_MODEL_OUTPUT = DATASET_WITH_ONLY_BERT_SCORE.drop_columns(cols=[BERT_SCORE_DISSIMILARITY])
 
-DATASET = DATASET_WITH_MODEL_OUTPUT.drop_columns(cols=DatasetColumns.MODEL_OUTPUT.value.name)
+DATASET = DATASET_WITH_MODEL_OUTPUT.drop_columns(cols=[DatasetColumns.MODEL_OUTPUT.value.name])
 
-DATASET_NO_CATEGORY = DATASET.drop_columns(cols=DatasetColumns.CATEGORY.value.name)
+DATASET_NO_CATEGORY = DATASET.drop_columns(cols=[DatasetColumns.CATEGORY.value.name])
 
-DATASET_WITH_MODEL_OUTPUT_NO_CATEGORY = DATASET_WITH_MODEL_OUTPUT.drop_columns(cols=DatasetColumns.CATEGORY.value.name)
+DATASET_WITH_MODEL_OUTPUT_NO_CATEGORY = DATASET_WITH_MODEL_OUTPUT.drop_columns(
+    cols=[DatasetColumns.CATEGORY.value.name]
+)
 
 
 class ConstantModel(ModelRunner):
diff --git a/test/unit/eval_algorithms/test_qa_accuracy.py b/test/unit/eval_algorithms/test_qa_accuracy.py
index b437b24b..66f2b057 100644
--- a/test/unit/eval_algorithms/test_qa_accuracy.py
+++ b/test/unit/eval_algorithms/test_qa_accuracy.py
@@ -96,16 +96,16 @@
     ]
 )
 
-QA_DATASET_WITHOUT_MODEL_OUTPUT = QA_DATASET.drop_columns(DatasetColumns.MODEL_OUTPUT.value.name)
+QA_DATASET_WITHOUT_MODEL_OUTPUT = QA_DATASET.drop_columns(cols=[DatasetColumns.MODEL_OUTPUT.value.name])
 
-QA_DATASET_WITHOUT_MODEL_INPUT = QA_DATASET.drop_columns(DatasetColumns.MODEL_INPUT.value.name)
+QA_DATASET_WITHOUT_MODEL_INPUT = QA_DATASET.drop_columns(cols=[DatasetColumns.MODEL_INPUT.value.name])
 
-QA_DATASET_WITHOUT_TARGET_OUTPUT = QA_DATASET.drop_columns(DatasetColumns.TARGET_OUTPUT.value.name)
+QA_DATASET_WITHOUT_TARGET_OUTPUT = QA_DATASET.drop_columns(cols=[DatasetColumns.TARGET_OUTPUT.value.name])
 
-QA_DATASET_WITHOUT_CATEGORY = QA_DATASET.drop_columns(DatasetColumns.CATEGORY.value.name)
+QA_DATASET_WITHOUT_CATEGORY = QA_DATASET.drop_columns(cols=[DatasetColumns.CATEGORY.value.name])
 
 QA_DATASET_WITHOUT_CATEGORY_WITHOUT_MODEL_OUTPUT = QA_DATASET_WITHOUT_CATEGORY.drop_columns(
-    DatasetColumns.MODEL_OUTPUT.value.name
+    cols=[DatasetColumns.MODEL_OUTPUT.value.name]
 )
 
 CATEGORY_SCORES = [
diff --git a/test/unit/reporting/test_cells.py b/test/unit/reporting/test_cells.py
index 3de41be8..760f68c8 100644
--- a/test/unit/reporting/test_cells.py
+++ b/test/unit/reporting/test_cells.py
@@ -30,8 +30,8 @@ def get_num_table_rows(html: str) -> int:
 
 class TestCell:
     # Hard-coded base64 strings corresponding to different test cases
-    FIGURE_CELL_NO_ARGS = "<br><img style=\"display: block;margin-left:auto; margin-right: auto;\" src='data:image/png;base64,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'><br>"
-    FIGURE_CELL_WITH_ARGS = "<br><img style=\"display: block;width:200; height:100;\" src='data:image/png;base64,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'><br>"
+    FIGURE_CELL_NO_ARGS = "<br><img style=\"display: block;margin-left:auto; margin-right: auto;\" src='data:image/png;base64,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'><br>"
+    FIGURE_CELL_WITH_ARGS = "<br><img style=\"display: block;width:200; height:100;\" src='data:image/png;base64,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'><br>"
 
     class TestCaseMarkdownInit(NamedTuple):
         args: List[Union[str, MarkdownCell]]