diff --git a/poetry.lock b/poetry.lock
index fced462f..1cc83c2c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,18 +1,96 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
 [[package]]
 name = "about-time"
 version = "3.1.1"
 description = "Easily measure timing and throughput of code blocks, with beautiful human friendly representations."
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "about-time-3.1.1.tar.gz", hash = "sha256:586b329450c9387d1ae8c42d2db4f5b4c57a54508d0f1b7bb00322ffd5ce9f9b"},
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+]
 
 [[package]]
 name = "aiohttp"
 version = "3.8.1"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.6"
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+    {file = "aiohttp-3.8.1.tar.gz", hash = "sha256:fc5471e1a54de15ef71c1bc6ebe80d4dc681ea600e68bfd1cbce40427f0b7578"},
+]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
@@ -26,15 +104,18 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
+speedups = ["Brotli", "aiodns", "cchardet"]
 
 [[package]]
 name = "aiosignal"
 version = "1.2.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "aiosignal-1.2.0-py3-none-any.whl", hash = "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a"},
+    {file = "aiosignal-1.2.0.tar.gz", hash = "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"},
+]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -43,9 +124,12 @@ frozenlist = ">=1.1.0"
 name = "alive-progress"
 version = "2.3.1"
 description = "A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!"
-category = "main"
 optional = false
 python-versions = ">=3.7, <4"
+files = [
+    {file = "alive-progress-2.3.1.tar.gz", hash = "sha256:21b2808a25120e8c795115ca3f103c28bde89c3e8edb225736786a14e1c19f6b"},
+    {file = "alive_progress-2.3.1-py3-none-any.whl", hash = "sha256:42c80dc3367c9e2b7332b2329b1b09f3b403894dc06fd08913d6c40f04637215"},
+]
 
 [package.dependencies]
 about-time = "3.1.1"
@@ -55,9 +139,12 @@ grapheme = "0.6.0"
 name = "anyio"
 version = "3.5.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.6.2"
+files = [
+    {file = "anyio-3.5.0-py3-none-any.whl", hash = "sha256:b5fa16c5ff93fa1046f2eeb5bbff2dad4d3514d6cda61d02816dba34fa8c3c2e"},
+    {file = "anyio-3.5.0.tar.gz", hash = "sha256:a0aeffe2fb1fdf374a8e4b471444f0f3ac4fb9f5a5b542b48824475e0042a5a6"},
+]
 
 [package.dependencies]
 idna = ">=2.8"
@@ -65,31 +152,37 @@ sniffio = ">=1.1"
 typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
+doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
 trio = ["trio (>=0.16)"]
 
 [[package]]
 name = "asgiref"
 version = "3.5.0"
 description = "ASGI specs, helper code, and adapters"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "async-timeout"
 version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
@@ -98,39 +191,51 @@ typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
 name = "asynctest"
 version = "0.13.0"
 description = "Enhance the standard unittest package with features for testing asyncio libraries"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
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+]
 
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 name = "atomicwrites"
 version = "1.4.0"
 description = "Atomic file writes."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+]
 
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 version = "21.4.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+]
 
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+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
 
 [[package]]
 name = "autopep8"
 version = "1.6.0"
 description = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 pycodestyle = ">=2.8.0"
@@ -140,9 +245,33 @@ toml = "*"
 name = "black"
 version = "22.1.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.6.2"
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 [package.dependencies]
 click = ">=8.0.0"
@@ -163,28 +292,37 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "certifi"
 version = "2021.10.8"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "charset-normalizer"
 version = "2.0.12"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.5.0"
+files = [
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+]
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
 version = "8.0.4"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -194,25 +332,65 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 name = "colorama"
 version = "0.4.4"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+]
 
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 description = "The Cython compiler for writing C extensions for the Python language."
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
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+    {file = "Cython-0.29.28-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:05edfa51c0ff31a8df3cb291b90ca93ab499686d023b9b81c216cd3509f73def"},
+    {file = "Cython-0.29.28-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:4b3089255b6b1cc69e4b854626a41193e6acae5332263d24707976b3cb8ca644"},
+    {file = "Cython-0.29.28-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:03b749e4f0bbf631cee472add2806d338a7d496f8383f6fb28cc5fdc34b7fdb8"},
+    {file = "Cython-0.29.28-py2.py3-none-any.whl", hash = "sha256:26d8d0ededca42be50e0ac377c08408e18802b1391caa3aea045a72c1bff47ac"},
+    {file = "Cython-0.29.28.tar.gz", hash = "sha256:d6fac2342802c30e51426828fe084ff4deb1b3387367cf98976bb2e64b6f8e45"},
+]
 
 [[package]]
 name = "datasets"
 version = "1.18.4.dev0"
 description = ""
-category = "main"
 optional = false
 python-versions = "*"
+files = []
 develop = false
 
 [package.dependencies]
@@ -231,17 +409,17 @@ tqdm = ">=4.62.1"
 xxhash = "*"
 
 [package.extras]
-audio = ["librosa"]
-vision = ["Pillow (>=6.2.1)"]
 apache-beam = ["apache-beam (>=2.26.0)"]
-tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-torch = ["torch"]
-s3 = ["fsspec", "boto3", "botocore", "s3fs"]
-tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert_score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests_file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)"]
-quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
+audio = ["librosa"]
 benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.6.0)", "transformers (==3.0.2)"]
 docs = ["s3fs"]
+quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
+s3 = ["boto3", "botocore", "fsspec", "s3fs"]
+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", "aiobotocore", "apache-beam (>=2.26.0)", "bert_score (>=0.3.6)", "boto3", "botocore", "bs4", "conllu", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "fsspec", "h5py", "jiwer", "langdetect", "lxml", "mauve-text", "moto[s3,server] (==2.0.4)", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "requests_file (>=1.5.1)", "rouge-score", "s3fs (==2021.08.1)", "sacrebleu", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio", "torchmetrics (==0.6.0)", "transformers", "zstandard"]
+torch = ["torch"]
+vision = ["Pillow (>=6.2.1)"]
 
 [package.source]
 type = "git"
@@ -253,9 +431,11 @@ resolved_reference = "cf47649eaed608fb7030f692020a0921e16f23c8"
 name = "deepspeed"
 version = "0.5.10"
 description = "DeepSpeed library"
-category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "deepspeed-0.5.10.tar.gz", hash = "sha256:871623ee95b2655595195b99a59f1eb3cf2eeb395fb3418d824eb62a350f7b83"},
+]
 
 [package.dependencies]
 hjson = "*"
@@ -269,10 +449,10 @@ tqdm = "*"
 triton = "1.0.0"
 
 [package.extras]
-1bit_mpi = ["mpi4py"]
-all = ["pytest-forked", "pytest-randomly", "pytest", "docutils (<0.18)", "xgboost", "clang-format", "hjson", "torchvision", "importlib-metadata (>=4)", "tabulate", "mpi4py", "sphinx", "pre-commit", "sphinx-rtd-theme", "megatron-lm (==1.1.5)", "psutil", "recommonmark", "torch", "tqdm", "pytest-xdist"]
+1bit-mpi = ["mpi4py"]
+all = ["clang-format", "docutils (<0.18)", "hjson", "importlib-metadata (>=4)", "megatron-lm (==1.1.5)", "mpi4py", "pre-commit", "psutil", "pytest", "pytest-forked", "pytest-randomly", "pytest-xdist", "recommonmark", "sphinx", "sphinx-rtd-theme", "tabulate", "torch", "torchvision", "tqdm", "xgboost"]
 autotuning = ["tabulate"]
-autotuning_ml = ["hjson", "tabulate", "xgboost"]
+autotuning-ml = ["hjson", "tabulate", "xgboost"]
 dev = ["clang-format", "docutils (<0.18)", "importlib-metadata (>=4)", "megatron-lm (==1.1.5)", "pre-commit", "pytest", "pytest-forked", "pytest-randomly", "pytest-xdist", "recommonmark", "sphinx", "sphinx-rtd-theme", "torchvision"]
 readthedocs = ["docutils (<0.18)", "hjson", "psutil", "torch", "tqdm"]
 
@@ -280,9 +460,12 @@ readthedocs = ["docutils (<0.18)", "hjson", "psutil", "torch", "tqdm"]
 name = "dill"
 version = "0.3.4"
 description = "serialize all of python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*"
+files = [
+    {file = "dill-0.3.4-py2.py3-none-any.whl", hash = "sha256:7e40e4a70304fd9ceab3535d36e58791d9c4a776b38ec7f7ec9afc8d3dca4d4f"},
+    {file = "dill-0.3.4.zip", hash = "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675"},
+]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -291,9 +474,12 @@ graph = ["objgraph (>=1.7.2)"]
 name = "docker-pycreds"
 version = "0.4.0"
 description = "Python bindings for the docker credentials store API"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "docker-pycreds-0.4.0.tar.gz", hash = "sha256:6ce3270bcaf404cc4c3e27e4b6c70d3521deae82fb508767870fdbf772d584d4"},
+    {file = "docker_pycreds-0.4.0-py2.py3-none-any.whl", hash = "sha256:7266112468627868005106ec19cd0d722702d2b7d5912a28e19b826c3d37af49"},
+]
 
 [package.dependencies]
 six = ">=1.4.0"
@@ -302,27 +488,33 @@ six = ">=1.4.0"
 name = "fastapi"
 version = "0.74.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
+files = [
+    {file = "fastapi-0.74.1-py3-none-any.whl", hash = "sha256:b8ec8400623ef0b2ff558ebe06753b349f8e3a5dd38afea650800f2644ddba34"},
+    {file = "fastapi-0.74.1.tar.gz", hash = "sha256:b58a2c46df14f62ebe6f24a9439927539ba1959b9be55ba0e2f516a683e5b9d4"},
+]
 
 [package.dependencies]
 pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
 starlette = "0.17.1"
 
 [package.extras]
-all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "ujson (>=4.0.1,<5.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
-dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
-doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer-cli (>=0.0.12,<0.0.13)", "pyyaml (>=5.3.1,<6.0.0)"]
-test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==21.9b0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,<5.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==0.1.1)", "types-orjson (==3.6.0)", "types-dataclasses (==0.1.7)"]
+all = ["email_validator (>=1.1.1,<2.0.0)", "itsdangerous (>=1.1.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "orjson (>=3.2.1,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "ujson (>=4.0.1,<5.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
+dev = ["autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.16.0)"]
+doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "typer-cli (>=0.0.12,<0.0.13)"]
+test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==21.9b0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "email_validator (>=1.1.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "orjson (>=3.2.1,<4.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "requests (>=2.24.0,<3.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "types-dataclasses (==0.1.7)", "types-orjson (==3.6.0)", "types-ujson (==0.1.1)", "ujson (>=4.0.1,<5.0.0)"]
 
 [[package]]
 name = "filelock"
 version = "3.6.0"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.6.0-py3-none-any.whl", hash = "sha256:f8314284bfffbdcfa0ff3d7992b023d4c628ced6feb957351d4c48d059f56bc0"},
+    {file = "filelock-3.6.0.tar.gz", hash = "sha256:9cd540a9352e432c7246a48fe4e8712b10acb1df2ad1f30e8c070b82ae1fed85"},
+]
 
 [package.extras]
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
@@ -332,9 +524,12 @@ testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-co
 name = "flake8"
 version = "4.0.1"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
+    {file = "flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"},
+]
 
 [package.dependencies]
 importlib-metadata = {version = "<4.3", markers = "python_version < \"3.8\""}
@@ -346,1172 +541,9 @@ pyflakes = ">=2.4.0,<2.5.0"
 name = "frozenlist"
 version = "1.3.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "fsspec"
-version = "2022.2.0"
-description = "File-system specification"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
-requests = {version = "*", optional = true, markers = "extra == \"http\""}
-
-[package.extras]
-abfs = ["adlfs"]
-adl = ["adlfs"]
-arrow = ["pyarrow (>=1)"]
-dask = ["dask", "distributed"]
-dropbox = ["dropboxdrivefs", "requests", "dropbox"]
-entrypoints = ["importlib-metadata"]
-fuse = ["fusepy"]
-gcs = ["gcsfs"]
-git = ["pygit2"]
-github = ["requests"]
-gs = ["gcsfs"]
-gui = ["panel"]
-hdfs = ["pyarrow (>=1)"]
-http = ["requests", "aiohttp"]
-libarchive = ["libarchive-c"]
-oci = ["ocifs"]
-s3 = ["s3fs"]
-sftp = ["paramiko"]
-smb = ["smbprotocol"]
-ssh = ["paramiko"]
-
-[[package]]
-name = "gitdb"
-version = "4.0.9"
-description = "Git Object Database"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-smmap = ">=3.0.1,<6"
-
-[[package]]
-name = "gitpython"
-version = "3.1.27"
-description = "GitPython is a python library used to interact with Git repositories"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
-
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "grapheme"
-version = "0.6.0"
-description = "Unicode grapheme helpers"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.extras]
-test = ["pytest", "sphinx", "sphinx-autobuild", "wheel", "twine"]
-
-[[package]]
-name = "h11"
-version = "0.13.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "hjson"
-version = "3.0.2"
-description = "Hjson, a user interface for JSON."
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "huggingface-hub"
-version = "0.4.0"
-description = "Client library to download and publish models on the huggingface.co hub"
-category = "main"
-optional = false
-python-versions = ">=3.6.0"
-
-[package.dependencies]
-filelock = "*"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-packaging = ">=20.9"
-pyyaml = "*"
-requests = "*"
-tqdm = "*"
-typing-extensions = ">=3.7.4.3"
-
-[package.extras]
-tensorflow = ["tensorflow"]
-testing = ["pytest", "datasets"]
-torch = ["torch"]
-all = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-dev = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-
-[[package]]
-name = "idna"
-version = "3.3"
-description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "importlib-metadata"
-version = "4.2.0"
-description = "Read metadata from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
-
-[[package]]
-name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "isort"
-version = "5.10.1"
-description = "A Python utility / library to sort Python imports."
-category = "dev"
-optional = false
-python-versions = ">=3.6.1,<4.0"
-
-[package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-plugins = ["setuptools"]
-
-[[package]]
-name = "joblib"
-version = "1.1.0"
-description = "Lightweight pipelining with Python functions"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "mccabe"
-version = "0.6.1"
-description = "McCabe checker, plugin for flake8"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "multidict"
-version = "6.0.2"
-description = "multidict implementation"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "multiprocess"
-version = "0.70.12.2"
-description = "better multiprocessing and multithreading in python"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-dill = ">=0.3.4"
-
-[[package]]
-name = "mypy"
-version = "0.931"
-description = "Optional static typing for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-mypy-extensions = ">=0.4.3"
-tomli = ">=1.1.0"
-typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
-typing-extensions = ">=3.10"
-
-[package.extras]
-dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<2)"]
-
-[[package]]
-name = "mypy-extensions"
-version = "0.4.3"
-description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
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+
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@@ -1684,7 +888,14 @@ multidict = [
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@@ -1699,7 +910,17 @@ multiprocess = [
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+
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@@ -1721,11 +942,35 @@ mypy = [
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+
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+
+[[package]]
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+python-versions = "*"
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@@ -1741,11 +986,42 @@ ninja = [
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+
+[package.extras]
+test = ["codecov (>=2.0.5)", "coverage (>=4.2)", "flake8 (>=3.0.4)", "pytest (>=4.5.0)", "pytest-cov (>=2.7.1)", "pytest-runner (>=5.1)", "pytest-virtualenv (>=1.7.0)", "virtualenv (>=15.0.3)"]
+
+[[package]]
+name = "nltk"
+version = "3.7"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "nltk-3.7-py3-none-any.whl", hash = "sha256:ba3de02490308b248f9b94c8bc1ac0683e9aa2ec49ee78536d8667afb5e3eec8"},
     {file = "nltk-3.7.zip", hash = "sha256:d6507d6460cec76d70afea4242a226a7542f85c669177b9c7f562b7cf1b05502"},
 ]
-numpy = [
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
+[[package]]
+name = "numpy"
+version = "1.21.5"
+description = "NumPy is the fundamental package for array computing with Python."
+optional = false
+python-versions = ">=3.7,<3.11"
+files = [
     {file = "numpy-1.21.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:301e408a052fdcda5cdcf03021ebafc3c6ea093021bf9d1aa47c54d48bdad166"},
     {file = "numpy-1.21.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a7e8f6216f180f3fd4efb73de5d1eaefb5f5a1ee5b645c67333033e39440e63a"},
     {file = "numpy-1.21.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc7a7d7b0ed72589fd8b8486b9b42a564f10b8762be8bd4d9df94b807af4a089"},
@@ -1777,11 +1053,28 @@ numpy = [
     {file = "numpy-1.21.5-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a7c4b701ca418cd39e28ec3b496e6388fe06de83f5f0cb74794fa31cfa384c02"},
     {file = "numpy-1.21.5.zip", hash = "sha256:6a5928bc6241264dce5ed509e66f33676fc97f464e7a919edc672fb5532221ee"},
 ]
-packaging = [
+
+[[package]]
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
     {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
 ]
-pandas = [
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "pandas"
+version = "1.3.5"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.7.1"
+files = [
     {file = "pandas-1.3.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:62d5b5ce965bae78f12c1c0df0d387899dd4211ec0bdc52822373f13a3a022b9"},
     {file = "pandas-1.3.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:adfeb11be2d54f275142c8ba9bf67acee771b7186a5745249c7d5a06c670136b"},
     {file = "pandas-1.3.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:60a8c055d58873ad81cae290d974d13dd479b82cbb975c3e1fa2cf1920715296"},
@@ -1808,14 +1101,48 @@ pandas = [
     {file = "pandas-1.3.5-cp39-cp39-win_amd64.whl", hash = "sha256:32e1a26d5ade11b547721a72f9bfc4bd113396947606e00d5b4a5b79b3dcb006"},
     {file = "pandas-1.3.5.tar.gz", hash = "sha256:1e4285f5de1012de20ca46b188ccf33521bff61ba5c5ebd78b4fb28e5416a9f1"},
 ]
-pathspec = [
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.17.3", markers = "(platform_machine != \"aarch64\" and platform_machine != \"arm64\") and python_version < \"3.10\""},
+    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
+    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+]
+python-dateutil = ">=2.7.3"
+pytz = ">=2017.3"
+
+[package.extras]
+test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+
+[[package]]
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
     {file = "pathspec-0.9.0-py2.py3-none-any.whl", hash = "sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a"},
     {file = "pathspec-0.9.0.tar.gz", hash = "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"},
 ]
-pathtools = [
+
+[[package]]
+name = "pathtools"
+version = "0.1.2"
+description = "File system general utilities"
+optional = false
+python-versions = "*"
+files = [
     {file = "pathtools-0.1.2.tar.gz", hash = "sha256:7c35c5421a39bb82e58018febd90e3b6e5db34c5443aaaf742b3f33d4655f1c0"},
 ]
-pillow = [
+
+[[package]]
+name = "pillow"
+version = "9.0.1"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "Pillow-9.0.1-1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a5d24e1d674dd9d72c66ad3ea9131322819ff86250b30dc5821cbafcfa0b96b4"},
     {file = "Pillow-9.0.1-1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2632d0f846b7c7600edf53c48f8f9f1e13e62f66a6dbc15191029d950bfed976"},
     {file = "Pillow-9.0.1-1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b9618823bd237c0d2575283f2939655f54d51b4527ec3972907a927acbcc5bfc"},
@@ -1852,18 +1179,63 @@ pillow = [
     {file = "Pillow-9.0.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:a9f44cd7e162ac6191491d7249cceb02b8116b0f7e847ee33f739d7cb1ea1f70"},
     {file = "Pillow-9.0.1.tar.gz", hash = "sha256:6c8bc8238a7dfdaf7a75f5ec5a663f4173f8c367e5a39f87e720495e1eed75fa"},
 ]
-platformdirs = [
+
+[[package]]
+name = "platformdirs"
+version = "2.5.1"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "platformdirs-2.5.1-py3-none-any.whl", hash = "sha256:bcae7cab893c2d310a711b70b24efb93334febe65f8de776ee320b517471e227"},
     {file = "platformdirs-2.5.1.tar.gz", hash = "sha256:7535e70dfa32e84d4b34996ea99c5e432fa29a708d0f4e394bbcb2a8faa4f16d"},
 ]
-pluggy = [
+
+[package.extras]
+docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+
+[[package]]
+name = "pluggy"
+version = "1.0.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
     {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
 ]
-promise = [
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "promise"
+version = "2.3"
+description = "Promises/A+ implementation for Python"
+optional = false
+python-versions = "*"
+files = [
     {file = "promise-2.3.tar.gz", hash = "sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0"},
 ]
-protobuf = [
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["coveralls", "futures", "mock", "pytest (>=2.7.3)", "pytest-benchmark", "pytest-cov"]
+
+[[package]]
+name = "protobuf"
+version = "3.19.4"
+description = "Protocol Buffers"
+optional = false
+python-versions = ">=3.5"
+files = [
     {file = "protobuf-3.19.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f51d5a9f137f7a2cec2d326a74b6e3fc79d635d69ffe1b036d39fc7d75430d37"},
     {file = "protobuf-3.19.4-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:09297b7972da685ce269ec52af761743714996b4381c085205914c41fcab59fb"},
     {file = "protobuf-3.19.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:072fbc78d705d3edc7ccac58a62c4c8e0cec856987da7df8aca86e647be4e35c"},
@@ -1891,7 +1263,14 @@ protobuf = [
     {file = "protobuf-3.19.4-py2.py3-none-any.whl", hash = "sha256:8961c3a78ebfcd000920c9060a262f082f29838682b1f7201889300c1fbe0616"},
     {file = "protobuf-3.19.4.tar.gz", hash = "sha256:9df0c10adf3e83015ced42a9a7bd64e13d06c4cf45c340d2c63020ea04499d0a"},
 ]
-psutil = [
+
+[[package]]
+name = "psutil"
+version = "5.9.0"
+description = "Cross-platform lib for process and system monitoring in Python."
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "psutil-5.9.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:55ce319452e3d139e25d6c3f85a1acf12d1607ddedea5e35fb47a552c051161b"},
     {file = "psutil-5.9.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:7336292a13a80eb93c21f36bde4328aa748a04b68c13d01dfddd67fc13fd0618"},
     {file = "psutil-5.9.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:cb8d10461c1ceee0c25a64f2dd54872b70b89c26419e147a05a10b753ad36ec2"},
@@ -1925,14 +1304,38 @@ psutil = [
     {file = "psutil-5.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:7d190ee2eaef7831163f254dc58f6d2e2a22e27382b936aab51c835fc080c3d3"},
     {file = "psutil-5.9.0.tar.gz", hash = "sha256:869842dbd66bb80c3217158e629d6fceaecc3a3166d3d1faee515b05dd26ca25"},
 ]
-py = [
+
+[package.extras]
+test = ["enum34", "ipaddress", "mock", "pywin32", "unittest2", "wmi"]
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
     {file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"},
     {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
 ]
-py-cpuinfo = [
+
+[[package]]
+name = "py-cpuinfo"
+version = "8.0.0"
+description = "Get CPU info with pure Python 2 & 3"
+optional = true
+python-versions = "*"
+files = [
     {file = "py-cpuinfo-8.0.0.tar.gz", hash = "sha256:5f269be0e08e33fd959de96b34cd4aeeeacac014dd8305f70eb28d06de2345c5"},
 ]
-pyarrow = [
+
+[[package]]
+name = "pyarrow"
+version = "7.0.0"
+description = "Python library for Apache Arrow"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "pyarrow-7.0.0-cp310-cp310-macosx_10_13_universal2.whl", hash = "sha256:0f15213f380539c9640cb2413dc677b55e70f04c9e98cfc2e1d8b36c770e1036"},
     {file = "pyarrow-7.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:29c4e3b3be0b94d07ff4921a5e410fc690a3a066a850a302fc504de5fc638495"},
     {file = "pyarrow-7.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8a9bfc8a016bcb8f9a8536d2fa14a890b340bc7a236275cd60fd4fb8b93ff405"},
@@ -1964,11 +1367,28 @@ pyarrow = [
     {file = "pyarrow-7.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:087769dac6e567d58d59b94c4f866b3356c00d3db5b261387ece47e7324c2150"},
     {file = "pyarrow-7.0.0.tar.gz", hash = "sha256:da656cad3c23a2ebb6a307ab01d35fce22f7850059cffafcb90d12590f8f4f38"},
 ]
-pycodestyle = [
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pycodestyle"
+version = "2.8.0"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
     {file = "pycodestyle-2.8.0-py2.py3-none-any.whl", hash = "sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20"},
     {file = "pycodestyle-2.8.0.tar.gz", hash = "sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f"},
 ]
-pydantic = [
+
+[[package]]
+name = "pydantic"
+version = "1.9.0"
+description = "Data validation and settings management using python 3.6 type hinting"
+optional = false
+python-versions = ">=3.6.1"
+files = [
     {file = "pydantic-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cb23bcc093697cdea2708baae4f9ba0e972960a835af22560f6ae4e7e47d33f5"},
     {file = "pydantic-1.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1d5278bd9f0eee04a44c712982343103bba63507480bfd2fc2790fa70cd64cf4"},
     {file = "pydantic-1.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab624700dc145aa809e6f3ec93fb8e7d0f99d9023b713f6a953637429b437d37"},
@@ -2005,31 +1425,113 @@ pydantic = [
     {file = "pydantic-1.9.0-py3-none-any.whl", hash = "sha256:085ca1de245782e9b46cefcf99deecc67d418737a1fd3f6a4f511344b613a5b3"},
     {file = "pydantic-1.9.0.tar.gz", hash = "sha256:742645059757a56ecd886faf4ed2441b9c0cd406079c2b4bee51bcc3fbcd510a"},
 ]
-pyflakes = [
+
+[package.dependencies]
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+dotenv = ["python-dotenv (>=0.10.4)"]
+email = ["email-validator (>=1.0.3)"]
+
+[[package]]
+name = "pyflakes"
+version = "2.4.0"
+description = "passive checker of Python programs"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "pyflakes-2.4.0-py2.py3-none-any.whl", hash = "sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e"},
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 ]
-pyparsing = [
+
+[[package]]
+name = "pyparsing"
+version = "3.0.7"
+description = "Python parsing module"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "pyparsing-3.0.7-py3-none-any.whl", hash = "sha256:a6c06a88f252e6c322f65faf8f418b16213b51bdfaece0524c1c1bc30c63c484"},
     {file = "pyparsing-3.0.7.tar.gz", hash = "sha256:18ee9022775d270c55187733956460083db60b37d0d0fb357445f3094eed3eea"},
 ]
-pytest = [
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "pytest"
+version = "7.0.1"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "pytest-7.0.1-py3-none-any.whl", hash = "sha256:9ce3ff477af913ecf6321fe337b93a2c0dcf2a0a1439c43f5452112c1e4280db"},
     {file = "pytest-7.0.1.tar.gz", hash = "sha256:e30905a0c131d3d94b89624a1cc5afec3e0ba2fbdb151867d8e0ebd49850f171"},
 ]
-pytest-check = [
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<2.0"
+py = ">=1.8.2"
+tomli = ">=1.0.0"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+
+[[package]]
+name = "pytest-check"
+version = "1.0.4"
+description = "A pytest plugin that allows multiple failures per test."
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "pytest_check-1.0.4-py3-none-any.whl", hash = "sha256:aacc9500178611f8ad075a7c46ce8de8ac34f05270eee28f223fb0c8622fbfbe"},
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 ]
-python-dateutil = [
+
+[package.dependencies]
+pytest = ">=6.0.0"
+
+[package.extras]
+test = ["tox"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
     {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
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 ]
-pytz = [
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2021.3"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
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@@ -2236,11 +1845,47 @@ sentencepiece = [
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 ]
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+
+[[package]]
+name = "sentry-sdk"
+version = "1.5.6"
+description = "Python client for Sentry (https://sentry.io)"
+optional = false
+python-versions = "*"
+files = [
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+
+[package.extras]
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+rq = ["rq (>=0.6)"]
+sanic = ["sanic (>=0.8)"]
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+tornado = ["tornado (>=5)"]
+
+[[package]]
+name = "setproctitle"
+version = "1.2.2"
+description = "A Python module to customize the process title"
+optional = false
+python-versions = ">=3.6"
+files = [
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@@ -2263,38 +1908,114 @@ setproctitle = [
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 ]
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+
+[[package]]
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+[[package]]
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+optional = false
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 ]
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+optional = false
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 ]
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+
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+optional = false
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 ]
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+
+[package.extras]
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+
+[[package]]
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 ]
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+
+[[package]]
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+optional = false
+python-versions = "*"
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 ]
-tokenizers = [
+
+[[package]]
+name = "tokenizers"
+version = "0.11.6"
+description = "Fast and Customizable Tokenizers"
+optional = false
+python-versions = "*"
+files = [
     {file = "tokenizers-0.11.6-cp310-cp310-macosx_10_11_x86_64.whl", hash = "sha256:c24f3e0e69edf015efab6bea0a24d45eb19f477106d00a739c19d2a02f6085fc"},
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@@ -2334,15 +2055,40 @@ tokenizers = [
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 ]
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+
+[package.extras]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["datasets", "numpy", "pytest", "requests"]
+
+[[package]]
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+description = "Python Library for Tom's Obvious, Minimal Language"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
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 ]
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+
+[[package]]
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+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
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 ]
-torch = [
+
+[[package]]
+name = "torch"
+version = "1.9.0"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+optional = true
+python-versions = ">=3.6.2"
+files = [
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@@ -2362,22 +2108,123 @@ torch = [
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 ]
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+
+[package.dependencies]
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+
+[[package]]
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+description = "Fast, Extensible Progress Meter"
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+
+[[package]]
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+docs-specific = ["hf-doc-builder"]
+fairscale = ["fairscale (>0.3)"]
+flax = ["flax (>=0.4.1,<=0.6.9)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "optax (>=0.0.8,<=0.1.4)"]
+flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+ftfy = ["ftfy"]
+integrations = ["optuna", "ray[tune]", "sigopt"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
+modelcreation = ["cookiecutter (==1.7.3)"]
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+onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
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+sagemaker = ["sagemaker (>=2.31.0)"]
+sentencepiece = ["protobuf (<=3.20.3)", "sentencepiece (>=0.1.91,!=0.1.92)"]
+serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
+sigopt = ["sigopt"]
+sklearn = ["scikit-learn"]
+speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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+tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx"]
+tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+timm = ["timm"]
+tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
+torch = ["accelerate (>=0.20.2)", "torch (>=1.9,!=1.12.0)"]
+torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+torch-vision = ["Pillow", "torchvision"]
+torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.3)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
+video = ["av (==9.2.0)", "decord (==0.6.0)"]
+vision = ["Pillow"]
+
+[[package]]
+name = "triton"
+version = "1.0.0"
+description = "A language and compiler for custom Deep Learning operations"
+optional = true
+python-versions = "*"
+files = [
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 ]
-typed-ast = [
+
+[package.dependencies]
+torch = "*"
+
+[[package]]
+name = "typed-ast"
+version = "1.5.2"
+description = "a fork of Python 2 and 3 ast modules with type comment support"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "typed_ast-1.5.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:183b183b7771a508395d2cbffd6db67d6ad52958a5fdc99f450d954003900266"},
     {file = "typed_ast-1.5.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:676d051b1da67a852c0447621fdd11c4e104827417bf216092ec3e286f7da596"},
     {file = "typed_ast-1.5.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bc2542e83ac8399752bc16e0b35e038bdb659ba237f4222616b4e83fb9654985"},
@@ -2403,23 +2250,99 @@ typed-ast = [
     {file = "typed_ast-1.5.2-cp39-cp39-win_amd64.whl", hash = "sha256:df05aa5b241e2e8045f5f4367a9f6187b09c4cdf8578bb219861c4e27c443db5"},
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 ]
-typing-extensions = [
+
+[[package]]
+name = "typing-extensions"
+version = "4.1.1"
+description = "Backported and Experimental Type Hints for Python 3.6+"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "typing_extensions-4.1.1-py3-none-any.whl", hash = "sha256:21c85e0fe4b9a155d0799430b0ad741cdce7e359660ccbd8b530613e8df88ce2"},
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 ]
-urllib3 = [
+
+[[package]]
+name = "urllib3"
+version = "1.26.8"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+files = [
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 ]
-uvicorn = [
+
+[package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "uvicorn"
+version = "0.17.5"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "uvicorn-0.17.5-py3-none-any.whl", hash = "sha256:8adddf629b79857b48b999ae1b14d6c92c95d4d7840bd86461f09bee75f1653e"},
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 ]
-wandb = [
+
+[package.dependencies]
+asgiref = ">=3.4.0"
+click = ">=7.0"
+h11 = ">=0.8"
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+standard = ["PyYAML (>=5.1)", "colorama (>=0.4)", "httptools (>=0.2.0,<0.4.0)", "python-dotenv (>=0.13)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchgod (>=0.6)", "websockets (>=10.0)"]
+
+[[package]]
+name = "wandb"
+version = "0.12.11"
+description = "A CLI and library for interacting with the Weights and Biases API."
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "wandb-0.12.11-py2.py3-none-any.whl", hash = "sha256:3a8637ae1b580d5839bde4792d9c31ecd40392ae8a245874391edd82c74e7b17"},
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 ]
-xxhash = [
+
+[package.dependencies]
+Click = ">=7.0,<8.0.0 || >8.0.0"
+docker-pycreds = ">=0.4.0"
+GitPython = ">=1.0.0"
+pathtools = "*"
+promise = ">=2.0,<3"
+protobuf = ">=3.12.0"
+psutil = ">=5.0.0"
+python-dateutil = ">=2.6.1"
+PyYAML = "*"
+requests = ">=2.0.0,<3"
+sentry-sdk = ">=1.0.0"
+setproctitle = "*"
+shortuuid = ">=0.5.0"
+six = ">=1.13.0"
+yaspin = ">=1.0.0"
+
+[package.extras]
+aws = ["boto3"]
+azure = ["azure-storage-blob"]
+gcp = ["google-cloud-storage"]
+grpc = ["grpcio (>=1.27.2)"]
+kubeflow = ["google-cloud-storage", "kubernetes", "minio", "sh"]
+launch = ["chardet", "iso8601", "jupyter-repo2docker", "nbconvert", "typing-extensions", "yaspin"]
+media = ["bokeh", "moviepy", "numpy", "pillow", "plotly", "rdkit-pypi", "soundfile"]
+sweeps = ["PyYAML", "jsonref (>=0.2)", "jsonschema (>=3.2.0)", "numpy (>=1.15,<1.21)", "pydantic (>=1.8.2)", "scikit-learn (==0.24.1)", "scipy (>=1.5.4)"]
+
+[[package]]
+name = "xxhash"
+version = "3.0.0"
+description = "Python binding for xxHash"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "xxhash-3.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:219cba13991fd73cf21a5efdafa5056f0ae0b8f79e5e0112967e3058daf73eea"},
     {file = "xxhash-3.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3fcbb846af15eff100c412ae54f4974ff277c92eacd41f1ec7803a64fd07fa0c"},
     {file = "xxhash-3.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f475fa817ff7955fc118fc1ca29a6e691d329b7ff43f486af36c22dbdcff1db"},
@@ -2475,7 +2398,14 @@ xxhash = [
     {file = "xxhash-3.0.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:885b3a851980056707ab99a2c19c35dfe2c2ba5f602066dbfcd8af45ea855760"},
     {file = "xxhash-3.0.0.tar.gz", hash = "sha256:30b2d97aaf11fb122023f6b44ebb97c6955e9e00d7461a96415ca030b5ceb9c7"},
 ]
-yarl = [
+
+[[package]]
+name = "yarl"
+version = "1.7.2"
+description = "Yet another URL library"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95"},
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da6df107b9ccfe52d3a48165e48d72db0eca3e3029b5b8cb4fe6ee3cb870ba8b"},
     {file = "yarl-1.7.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a1d0894f238763717bdcfea74558c94e3bc34aeacd3351d769460c1a586a8b05"},
@@ -2549,11 +2479,46 @@ yarl = [
     {file = "yarl-1.7.2-cp39-cp39-win_amd64.whl", hash = "sha256:797c2c412b04403d2da075fb93c123df35239cd7b4cc4e0cd9e5839b73f52c58"},
     {file = "yarl-1.7.2.tar.gz", hash = "sha256:45399b46d60c253327a460e99856752009fcee5f5d3c80b2f7c0cae1c38d56dd"},
 ]
-yaspin = [
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "yaspin"
+version = "2.1.0"
+description = "Yet Another Terminal Spinner"
+optional = false
+python-versions = ">=3.6.2,<4.0.0"
+files = [
     {file = "yaspin-2.1.0-py3-none-any.whl", hash = "sha256:d574cbfaf0a349df466c91f7f81b22460ae5ebb15ecb8bf9411d6049923aee8d"},
     {file = "yaspin-2.1.0.tar.gz", hash = "sha256:c8d34eca9fda3f4dfbe59f57f3cf0f3641af3eefbf1544fbeb9b3bacf82c580a"},
 ]
-zipp = [
+
+[package.dependencies]
+termcolor = ">=1.1.0,<2.0.0"
+
+[[package]]
+name = "zipp"
+version = "3.7.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "zipp-3.7.0-py3-none-any.whl", hash = "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"},
     {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"},
 ]
+
+[package.extras]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
+
+[extras]
+deepspeed = ["deepspeed"]
+torch = ["torch"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.7.1,<3.11"
+content-hash = "b1e8a9cf47469d0523612d9662605a216b3448ff52ccbbd6238030ae13a7b96b"
diff --git a/pyproject.toml b/pyproject.toml
index eef7a823..791d736f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,7 +25,7 @@ alive_progress = "^2.3.1"
 sqlparse = "^0.4.2"
 
 pillow = "9.0.1"
-transformers = "^4.17.0"
+transformers = "^4.30.0"
 deepspeed = { version = "0.5.10", optional = true }
 torch = { version = "1.9.0", optional = true }