diff --git a/inseq/attr/feat/perturbation_attribution.py b/inseq/attr/feat/perturbation_attribution.py
index ea033a70..25fb791f 100644
--- a/inseq/attr/feat/perturbation_attribution.py
+++ b/inseq/attr/feat/perturbation_attribution.py
@@ -4,7 +4,7 @@
 from captum.attr import Occlusion
 
 from ...data import (
-    CoarseFeatureAttributionSequenceOutput,
+    CoarseFeatureAttributionStepOutput,
     GranularFeatureAttributionStepOutput,
 )
 from ...utils import Registry
@@ -46,7 +46,7 @@ def attribute_step(
         self,
         attribute_fn_main_args: Dict[str, Any],
         attribution_args: Dict[str, Any] = {},
-    ) -> CoarseFeatureAttributionSequenceOutput:
+    ) -> CoarseFeatureAttributionStepOutput:
         r"""Sliding window shapes is defined as a tuple.
         First entry is between 1 and length of input.
         Second entry is given by the embedding dimension of the underlying model.
@@ -76,7 +76,7 @@ def attribute_step(
         if target_attributions is not None:
             target_attributions = target_attributions[:, :, 0].abs()
 
-        return CoarseFeatureAttributionSequenceOutput(
+        return CoarseFeatureAttributionStepOutput(
             source_attributions=source_attributions,
             target_attributions=target_attributions,
         )
@@ -111,4 +111,9 @@ def attribute_step(
             raise NotImplementedError(
                 "LIME attribution with attribute_target=True currently not supported for encoder-decoder models."
             )
-        super().attribute_step(attribute_fn_main_args, attribution_args)
+        out = super().attribute_step(attribute_fn_main_args, attribution_args)
+        return GranularFeatureAttributionStepOutput(
+            source_attributions=out.source_attributions,
+            target_attributions=out.target_attributions,
+            sequence_scores=out.sequence_scores,
+        )
diff --git a/inseq/data/attribution.py b/inseq/data/attribution.py
index 82b61481..5d97b503 100644
--- a/inseq/data/attribution.py
+++ b/inseq/data/attribution.py
@@ -196,7 +196,7 @@ def from_step_attributions(
         """
         attr = attributions[0]
         num_sequences = len(attr.prefix)
-        if not all([len(attr.prefix) == num_sequences for attr in attributions]):
+        if not all(len(attr.prefix) == num_sequences for attr in attributions):
             raise ValueError("All the attributions must include the same number of sequences.")
         seq_attributions = []
         sources = None
@@ -716,6 +716,7 @@ class CoarseFeatureAttributionSequenceOutput(FeatureAttributionSequenceOutput):
 
     def __post_init__(self):
         super().__post_init__()
+        self._aggregator = []
 
 
 @dataclass(eq=False, repr=False)
diff --git a/poetry.lock b/poetry.lock
index 4455dc47..79f41c79 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,17 +2,18 @@
 
 [[package]]
 name = "accelerate"
-version = "0.22.0"
+version = "0.23.0"
 description = "Accelerate"
 category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "accelerate-0.22.0-py3-none-any.whl", hash = "sha256:d132e57bfc4b0417464997b14aa141fd88696cbb4472eb03116c2bd97542befc"},
-    {file = "accelerate-0.22.0.tar.gz", hash = "sha256:2b0a83e3cd07c89448c5d5a94f72bc1db98d5e0c498ca17984871f01dbf83247"},
+    {file = "accelerate-0.23.0-py3-none-any.whl", hash = "sha256:fba5065ff4e7c8f0a39df50785023703cd9bf8388073aa13c6457920f3bc5225"},
+    {file = "accelerate-0.23.0.tar.gz", hash = "sha256:2139d219fa9a37773c4279c9afebe9f681f2f29e85a29b0be8d76257bd8e4abe"},
 ]
 
 [package.dependencies]
+huggingface-hub = "*"
 numpy = ">=1.17"
 packaging = ">=20.0"
 psutil = "*"
@@ -20,14 +21,14 @@ pyyaml = "*"
 torch = ">=1.10.0"
 
 [package.extras]
-dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "deepspeed", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.0.241)", "scikit-learn", "scipy", "tqdm", "transformers", "urllib3 (<2.0.0)"]
+dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "deepspeed", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.0.241)", "scikit-learn", "scipy", "timm", "tqdm", "transformers", "urllib3 (<2.0.0)"]
 quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.0.241)", "urllib3 (<2.0.0)"]
 rich = ["rich"]
 sagemaker = ["sagemaker"]
-test-dev = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "tqdm", "transformers"]
+test-dev = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "timm", "tqdm", "transformers"]
 test-prod = ["parameterized", "pytest", "pytest-subtests", "pytest-xdist"]
 test-trackers = ["comet-ml", "tensorboard", "wandb"]
-testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "tqdm", "transformers"]
+testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "tqdm", "transformers"]
 
 [[package]]
 name = "aiohttp"
@@ -179,18 +180,18 @@ files = [
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "2.4.0"
 description = "Annotate AST trees with source code positions"
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
+    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
 ]
 
 [package.dependencies]
-six = "*"
+six = ">=1.12.0"
 
 [package.extras]
 test = ["astroid", "pytest"]
@@ -228,19 +229,22 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.13.0"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
+    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -369,76 +373,64 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.15.1"
+version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = true
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 [package.dependencies]
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+
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 version = "0.4.6"
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 [package.dependencies]
@@ -673,16 +710,20 @@ toml = ["tomli"]
 
 [[package]]
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+version = "0.12.0"
 description = "Composable style cycles"
 category = "main"
 optional = false
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 ]
 
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "darglint"
 version = "1.8.1"
@@ -697,20 +738,20 @@ files = [
 
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+version = "2.14.5"
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 python-versions = ">=3.8.0"
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 numpy = ">=1.17"
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 [[package]]
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 [[package]]
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 ]
 
 [package.extras]
@@ -1090,29 +1137,32 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.32"
+version = "3.1.37"
 description = "GitPython is a Python library used to interact with Git repositories"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.32-py3-none-any.whl", hash = "sha256:e3d59b1c2c6ebb9dfa7a184daf3b6dd4914237e7488a1730a6d8f6f5d0b4187f"},
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+    {file = "GitPython-3.1.37-py3-none-any.whl", hash = "sha256:5f4c4187de49616d710a77e98ddf17b4782060a1788df441846bddefbb89ab33"},
+    {file = "GitPython-3.1.37.tar.gz", hash = "sha256:f9b9ddc0761c125d5780eab2d64be4873fc6817c2899cbcb34b02344bdc7bc54"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
+
 [[package]]
 name = "huggingface-hub"
-version = "0.16.4"
+version = "0.17.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.16.4-py3-none-any.whl", hash = "sha256:0d3df29932f334fead024afc7cb4cc5149d955238b8b5e42dcf9740d6995a349"},
-    {file = "huggingface_hub-0.16.4.tar.gz", hash = "sha256:608c7d4f3d368b326d1747f91523dbd1f692871e8e2e7a4750314a2dd8b63e14"},
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 ]
 
 [package.dependencies]
@@ -1125,27 +1175,28 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+docs = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "hf-doc-builder", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)", "watchdog"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-inference = ["aiohttp", "pydantic"]
-quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
+inference = ["aiohttp", "pydantic (<2.0)"]
+quality = ["black (==23.7)", "mypy (==1.5.1)", "ruff (>=0.0.241)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["torch"]
-typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["pydantic (<2.0)", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 
 [[package]]
 name = "identify"
-version = "2.5.27"
+version = "2.5.30"
 description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.27-py2.py3-none-any.whl", hash = "sha256:fdb527b2dfe24602809b2201e033c2a113d7bdf716db3ca8e3243f735dcecaba"},
-    {file = "identify-2.5.27.tar.gz", hash = "sha256:287b75b04a0e22d727bc9a41f0d4f3c1bcada97490fa6eabb5b28f0e9097e733"},
+    {file = "identify-2.5.30-py2.py3-none-any.whl", hash = "sha256:afe67f26ae29bab007ec21b03d4114f41316ab9dd15aa8736a167481e108da54"},
+    {file = "identify-2.5.30.tar.gz", hash = "sha256:f302a4256a15c849b91cfcdcec052a8ce914634b2f77ae87dad29cd749f2d88d"},
 ]
 
 [package.extras]
@@ -1209,14 +1260,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.1"
+version = "6.25.2"
 description = "IPython Kernel for Jupyter"
 category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
-    {file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
+    {file = "ipykernel-6.25.2-py3-none-any.whl", hash = "sha256:2e2ee359baba19f10251b99415bb39de1e97d04e1fab385646f24f0596510b77"},
+    {file = "ipykernel-6.25.2.tar.gz", hash = "sha256:f468ddd1f17acb48c8ce67fcfa49ba6d46d4f9ac0438c1f441be7c3d1372230b"},
 ]
 
 [package.dependencies]
@@ -1243,14 +1294,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.12.2"
+version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "ipython-8.12.2-py3-none-any.whl", hash = "sha256:ea8801f15dfe4ffb76dea1b09b847430ffd70d827b41735c64a0638a04103bfc"},
-    {file = "ipython-8.12.2.tar.gz", hash = "sha256:c7b80eb7f5a855a88efc971fda506ff7a91c280b42cdae26643e0f601ea281ea"},
+    {file = "ipython-8.12.3-py3-none-any.whl", hash = "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"},
+    {file = "ipython-8.12.3.tar.gz", hash = "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363"},
 ]
 
 [package.dependencies]
@@ -1283,36 +1334,36 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.0"
+version = "8.1.1"
 description = "Jupyter interactive widgets"
 category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "ipywidgets-8.1.0-py3-none-any.whl", hash = "sha256:6c8396cc7b8c95dfb4e9ab0054f48c002f045e7e5d7ae523f559d64e525a98ab"},
-    {file = "ipywidgets-8.1.0.tar.gz", hash = "sha256:ce97dd90525b3066fd00094690964e7eac14cf9b7745d35565b5eeac20cce687"},
+    {file = "ipywidgets-8.1.1-py3-none-any.whl", hash = "sha256:2b88d728656aea3bbfd05d32c747cfd0078f9d7e159cf982433b58ad717eed7f"},
+    {file = "ipywidgets-8.1.1.tar.gz", hash = "sha256:40211efb556adec6fa450ccc2a77d59ca44a060f4f9f136833df59c9f538e6e8"},
 ]
 
 [package.dependencies]
 comm = ">=0.1.3"
 ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0.7,<3.1.0"
+jupyterlab-widgets = ">=3.0.9,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.7,<4.1.0"
+widgetsnbextension = ">=4.0.9,<4.1.0"
 
 [package.extras]
 test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "jedi"
-version = "0.19.0"
+version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
-    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
 ]
 
 [package.dependencies]
@@ -1321,7 +1372,7 @@ parso = ">=0.8.3,<0.9.0"
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -1379,14 +1430,14 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.1"
+version = "5.3.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "main"
 optional = true
 python-versions = ">=3.8"
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 [package.extras]
@@ -2282,14 +2344,14 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.10.0"
+version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 optional = false
 python-versions = ">=3.7"
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 [package.extras]
@@ -2537,14 +2599,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
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-version = "7.4.0"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
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 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2594,14 +2656,14 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2786,100 +2848,100 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
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 name = "regex"
-version = "2023.8.8"
+version = "2023.10.3"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
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 [[package]]
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 [[package]]
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 category = "dev"
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 python-versions = ">=3"
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 [package.extras]
 docs = ["ryd"]
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 [[package]]
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 [[package]]
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 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = true
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 joblib = ">=1.1.1"
-numpy = ">=1.17.3"
+numpy = ">=1.17.3,<2.0"
 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -3257,20 +3320,20 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "68.1.2"
+version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -3286,14 +3349,14 @@ files = [
 
 [[package]]
 name = "smmap"
-version = "5.0.0"
+version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -3310,14 +3373,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -3559,14 +3622,14 @@ sphinx = ">=2.0"
 
 [[package]]
 name = "stack-data"
-version = "0.6.2"
+version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "main"
 optional = true
 python-versions = "*"
 files = [
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 [package.dependencies]
@@ -3688,39 +3751,55 @@ files = [
 
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 name = "torch"
-version = "2.0.1"
+version = "2.0.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
 filelock = "*"
 jinja2 = "*"
 networkx = "*"
+nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-cupti-cu11 = {version = "11.7.101", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cufft-cu11 = {version = "10.9.0.58", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-curand-cu11 = {version = "10.2.10.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusolver-cu11 = {version = "11.4.0.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparse-cu11 = {version = "11.7.4.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nccl-cu11 = {version = "2.14.3", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nvtx-cu11 = {version = "11.7.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
+triton = {version = "2.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 typing-extensions = "*"
 
 [package.extras]
@@ -3786,30 +3865,30 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.9.0"
+version = "5.11.2"
 description = "Traitlets Python configuration system"
 category = "main"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "traitlets-5.11.2-py3-none-any.whl", hash = "sha256:98277f247f18b2c5cabaf4af369187754f4fb0e85911d473f72329db8a7f4fae"},
+    {file = "traitlets-5.11.2.tar.gz", hash = "sha256:7564b5bf8d38c40fa45498072bf4dc5e8346eb087bbf1e2ae2d8774f6a0f078e"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.5.1)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "transformers"
-version = "4.32.1"
+version = "4.33.3"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "transformers-4.33.3-py3-none-any.whl", hash = "sha256:7150bbf6781ddb3338ce7d74f4d6f557e6c236a0a1dd3de57412214caae7fd71"},
+    {file = "transformers-4.33.3.tar.gz", hash = "sha256:8ea7c92310dee7c63b14766ce928218f7a9177960b2487ac018c91ae621af03e"},
 ]
 
 [package.dependencies]
@@ -3825,21 +3904,21 @@ requests = "*"
 safetensors = ">=0.3.1"
 sentencepiece = {version = ">=0.1.91,<0.1.92 || >0.1.92", optional = true, markers = "extra == \"sentencepiece\""}
 tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.14"
-torch = {version = ">=1.9,<1.12.0 || >1.12.0", optional = true, markers = "extra == \"torch\""}
+torch = {version = ">=1.10,<1.12.0 || >1.12.0", optional = true, markers = "extra == \"torch\""}
 tqdm = ">=4.27"
 
 [package.extras]
 accelerate = ["accelerate (>=0.20.3)"]
-agents = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.9,!=1.12.0)"]
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+agents = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.10,!=1.12.0)"]
+all = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
 deepspeed = ["accelerate (>=0.20.3)", "deepspeed (>=0.9.3)"]
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@@ -3892,14 +4009,14 @@ test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "typing-extensions"
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 [[package]]
@@ -3916,14 +4033,14 @@ files = [
 
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 description = "HTTP library with thread-safe connection pooling, file post, and more."
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@@ -3934,14 +4051,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
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 [[package]]
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+    {file = "xxhash-3.4.1.tar.gz", hash = "sha256:0379d6cf1ff987cd421609a264ce025e74f346e3e145dd106c0cc2e3ec3f99a9"},
 ]
 
 [[package]]
@@ -4177,18 +4317,18 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
@@ -4199,4 +4339,4 @@ sklearn = ["scikit-learn", "joblib"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.12"
-content-hash = "d59523989d4ae0b8ac3d59d1eb5413e0c8e31b8b9ac1da1ead111aca8731177a"
+content-hash = "f13bc01bc5c21eab75fbb86916ed107265ee4c63f7ce6c8e46e6aaad10817818"
diff --git a/pyproject.toml b/pyproject.toml
index 5ed8673f..a695b568 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,8 @@ captum = "^0.6.0"
 numpy = "^1.21.6"
 torchtyping = "^0.1.4"
 typeguard = "<=2.13.3"
-torch = ">=1.13.1"
+# Omitting future torch releases as they don't install nvidia dependencies: https://github.com/pytorch/pytorch/issues/100974
+torch = "^2.0.0"
 matplotlib = "~3.5.3"
 tqdm = "^4.64.0"
 poethepoet = "^0.13.1"
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d3895490..d483cdfb 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,61 +1,63 @@
-accelerate==0.22.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+accelerate==0.23.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 aiohttp==3.8.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 aiosignal==1.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 alabaster==0.7.13 ; python_full_version >= "3.8.1" and python_version < "3.12"
 appnope==0.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and platform_system == "Darwin" or python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "darwin"
-asttokens==2.2.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+asttokens==2.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 async-timeout==4.0.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 attrs==23.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-babel==2.12.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+babel==2.13.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 backcall==0.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 bandit==1.7.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 beautifulsoup4==4.12.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 black==22.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 captum==0.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cffi==1.15.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and implementation_name == "pypy"
+cffi==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12" and implementation_name == "pypy"
 cfgv==3.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-charset-normalizer==3.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+charset-normalizer==3.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 click==8.1.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cmake==3.27.6 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 comm==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 commonmark==0.9.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-coverage[toml]==7.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cycler==0.11.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+coverage[toml]==7.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cycler==0.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 darglint==1.8.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-datasets==2.14.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-debugpy==1.6.7.post1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+datasets==2.14.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+debugpy==1.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 decorator==5.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 dill==0.3.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
 distlib==0.3.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
 docutils==0.19 ; python_full_version >= "3.8.1" and python_version < "3.12"
 dparse==0.6.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 exceptiongroup==1.1.3 ; python_full_version >= "3.8.1" and python_version < "3.11"
-executing==1.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-filelock==3.12.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fonttools==4.42.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+executing==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+filelock==3.12.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fonttools==4.43.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 frozenlist==1.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 fsspec==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 fsspec[http]==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 furo==2022.12.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
 gitdb==4.0.10 ; python_full_version >= "3.8.1" and python_version < "3.12"
-gitpython==3.1.32 ; python_full_version >= "3.8.1" and python_version < "3.12"
-huggingface-hub==0.16.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-identify==2.5.27 ; python_full_version >= "3.8.1" and python_version < "3.12"
+gitpython==3.1.37 ; python_full_version >= "3.8.1" and python_version < "3.12"
+huggingface-hub==0.17.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+identify==2.5.30 ; python_full_version >= "3.8.1" and python_version < "3.12"
 idna==3.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 imagesize==1.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 importlib-metadata==6.8.0 ; python_full_version >= "3.8.1" and python_version < "3.10"
 iniconfig==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ipykernel==6.25.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ipython==8.12.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ipywidgets==8.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-jedi==0.19.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ipykernel==6.25.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ipython==8.12.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ipywidgets==8.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+jedi==0.19.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 joblib==1.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jupyter-client==8.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-jupyter-core==5.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-jupyterlab-widgets==3.0.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
+jupyter-core==5.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+jupyterlab-widgets==3.0.9 ; python_full_version >= "3.8.1" and python_version < "3.12"
 kiwisolver==1.4.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+lit==17.0.2 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 matplotlib-inline==0.1.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 matplotlib==3.5.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -63,21 +65,21 @@ mpmath==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 multidict==6.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 multiprocess==0.70.15 ; python_full_version >= "3.8.1" and python_version < "3.12"
 mypy-extensions==1.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-nest-asyncio==1.5.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
+nest-asyncio==1.5.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
 networkx==3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 nodeenv==1.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 numpy==1.24.4 ; python_version < "3.12" and python_full_version >= "3.8.1"
-nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
+nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 packaging==21.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pandas==2.0.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 parso==0.8.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -86,8 +88,8 @@ pathspec==0.11.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pbr==5.11.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pexpect==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform != "win32"
 pickleshare==0.7.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pillow==10.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-platformdirs==3.10.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pillow==10.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+platformdirs==3.11.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pluggy==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 poethepoet==0.13.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pre-commit==2.21.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -101,28 +103,28 @@ pycparser==2.21 ; python_full_version >= "3.8.1" and python_version < "3.12" and
 pygments==2.16.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyparsing==3.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pytest-cov==4.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pytest==7.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pytest==7.4.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 python-dateutil==2.8.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pytz==2023.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pytz==2023.3.post1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_full_version >= "3.8.1" and python_version < "3.12"
 pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyzmq==25.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-regex==2023.8.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
+regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 rich==10.16.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ruamel-yaml-clib==0.2.7 ; platform_python_implementation == "CPython" and python_version < "3.12" and python_full_version >= "3.8.1"
-ruamel-yaml==0.17.32 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ruamel-yaml-clib==0.2.8 ; platform_python_implementation == "CPython" and python_version < "3.12" and python_full_version >= "3.8.1"
+ruamel-yaml==0.17.35 ; python_full_version >= "3.8.1" and python_version < "3.12"
 ruff==0.0.252 ; python_full_version >= "3.8.1" and python_version < "3.12"
 safetensors==0.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 safety==2.3.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-scikit-learn==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+scikit-learn==1.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 scipy==1.10.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sentencepiece==0.1.99 ; python_full_version >= "3.8.1" and python_version < "3.12"
-setuptools==68.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+setuptools==68.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 six==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-smmap==5.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+smmap==5.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 snowballstemmer==2.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-soupsieve==2.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+soupsieve==2.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinx-basic-ng==1.0.0b2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinx-copybutton==0.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinx-design==0.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -136,26 +138,27 @@ sphinxcontrib-qthelp==1.0.3 ; python_full_version >= "3.8.1" and python_version
 sphinxcontrib-serializinghtml==1.1.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxemoji==0.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxext-opengraph==0.4.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-stack-data==0.6.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+stack-data==0.6.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 stevedore==5.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sympy==1.12 ; python_full_version >= "3.8.1" and python_version < "3.12"
 threadpoolctl==3.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tokenizers==0.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tomli==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-torch==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+torch==2.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 torchtyping==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tornado==6.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-traitlets==5.9.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-transformers[sentencepiece,tokenizers,torch]==4.32.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+traitlets==5.11.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+transformers[sentencepiece,tokenizers,torch]==4.33.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+triton==2.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 typeguard==2.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-typing-extensions==4.7.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tzdata==2023.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-urllib3==2.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-virtualenv==20.24.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-wcwidth==0.2.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
-wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-widgetsnbextension==4.0.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
-xxhash==3.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+urllib3==2.0.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
+virtualenv==20.24.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+wcwidth==0.2.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
+wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+widgetsnbextension==4.0.9 ; python_full_version >= "3.8.1" and python_version < "3.12"
+xxhash==3.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 yarl==1.9.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-zipp==3.16.2 ; python_full_version >= "3.8.1" and python_version < "3.10"
+zipp==3.17.0 ; python_full_version >= "3.8.1" and python_version < "3.10"
diff --git a/requirements.txt b/requirements.txt
index 0af4153f..6c08e8e1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,36 +1,38 @@
-accelerate==0.22.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+accelerate==0.23.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 captum==0.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "3.12"
-charset-normalizer==3.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+charset-normalizer==3.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cmake==3.27.6 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 commonmark==0.9.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cycler==0.11.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-filelock==3.12.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fonttools==4.42.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cycler==0.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+filelock==3.12.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fonttools==4.43.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 fsspec==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-huggingface-hub==0.16.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+huggingface-hub==0.17.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 idna==3.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 kiwisolver==1.4.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+lit==17.0.2 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 matplotlib==3.5.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 mpmath==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 networkx==3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 numpy==1.24.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
-nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
+nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 packaging==21.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pastel==0.2.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pillow==10.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pillow==10.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 poethepoet==0.13.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 protobuf==3.20.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 psutil==5.9.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -38,21 +40,22 @@ pygments==2.16.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyparsing==3.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 python-dateutil==2.8.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-regex==2023.8.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
+regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 rich==10.16.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 safetensors==0.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sentencepiece==0.1.99 ; python_full_version >= "3.8.1" and python_version < "3.12"
-setuptools==68.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
+setuptools==68.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 six==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sympy==1.12 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tokenizers==0.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tomli==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-torch==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+torch==2.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 torchtyping==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-transformers[sentencepiece,tokenizers,torch]==4.32.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+transformers[sentencepiece,tokenizers,torch]==4.33.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+triton==2.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 typeguard==2.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-typing-extensions==4.7.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-urllib3==2.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux"
+typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+urllib3==2.0.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
+wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"