diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..57705f7
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,7 @@
+repos:
+    -   repo: https://github.com/python-poetry/poetry
+        rev: "1.8"
+        hooks:
+        -   id: poetry-lock
+        -   id: poetry-export
+            args: ["--dev", "-f", "requirements.txt", "-o", "requirements.txt"]
diff --git a/README.md b/README.md
index 5419fd9..4eb9be5 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,14 @@ rm -rf ffmpeg-git-*
 
 # install rust if not installed (ensure you've restarted your terminal after installation)
 curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
+```
+
+### Project dependencies installation
+1. [Using poetry](#using-poetry-recommended)
+2. [Using pip/conda](#using-pipconda)
+
+#### Using poetry (recommended)
+```bash
 # install poetry if not installed (ensure you've restarted your terminal after installation)
 pipx install poetry
 
@@ -66,6 +74,16 @@ export PYTHON_KEYRING_BACKEND=keyring.backends.fail.Keyring
 poetry install && poetry run pip install torch==2.2.1 torchaudio==2.2.1
 ```
 
+#### Using pip/conda
+NOTE 1: When raising issues, we'll ask you to try with poetry first.
+NOTE 2: All commands in this README use `poetry` by default, so you can just remove any `poetry run`.
+
+```bash
+pip install -r requirements.txt
+pip install torch==2.2.1 torchaudio==2.2.1
+pip install -e .
+```
+
 ## Usage
 1. Download it and use it anywhere (including locally) with our [reference implementation](/fam/llm/fast_inference.py)
 ```bash
diff --git a/poetry.lock b/poetry.lock
index d6bcd8a..5b07685 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -161,56 +161,56 @@ test = ["tox"]
 
 [[package]]
 name = "av"
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+version = "12.0.0"
 description = "Pythonic bindings for FFmpeg's libraries."
 optional = false
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 [[package]]
@@ -345,6 +345,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -746,6 +757,17 @@ tqdm = "*"
 [package.extras]
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+[[package]]
+name = "distlib"
+version = "0.3.8"
+description = "Distribution utilities"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "docker-pycreds"
 version = "0.4.0"
@@ -772,13 +794,13 @@ files = [
 
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 name = "docstring-parser"
-version = "0.15"
+version = "0.16"
 description = "Parse Python docstrings in reST, Google and Numpydoc format"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
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 [[package]]
 name = "filelock"
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+version = "3.13.3"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
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+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
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 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
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 ]
 
 [package.extras]
@@ -976,13 +998,13 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "fsspec"
-version = "2024.2.0"
+version = "2024.3.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.2.0-py3-none-any.whl", hash = "sha256:817f969556fa5916bc682e02ca2045f96ff7f586d45110fcb76022063ad2c7d8"},
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 ]
 
 [package.extras]
@@ -1042,13 +1064,13 @@ test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre
 
 [[package]]
 name = "gradio"
-version = "4.20.1"
+version = "4.24.0"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "gradio-4.20.1-py3-none-any.whl", hash = "sha256:01815047593f8d653d609ab2d9b89a7d435fd20438602de19278f8cd6acd1fb9"},
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+    {file = "gradio-4.24.0-py3-none-any.whl", hash = "sha256:63c95c515b66e7df5a2a94f287269a9bca3c3b6e52cbafd140bb13dd7a841827"},
+    {file = "gradio-4.24.0.tar.gz", hash = "sha256:1c14360e39f66aafea78d176e73b4efd60ee4e5fbbb0054ae325724343ca0856"},
 ]
 
 [package.dependencies]
@@ -1056,7 +1078,7 @@ aiofiles = ">=22.0,<24.0"
 altair = ">=4.2.0,<6.0"
 fastapi = "*"
 ffmpy = "*"
-gradio-client = "0.11.0"
+gradio-client = "0.14.0"
 httpx = ">=0.24.1"
 huggingface-hub = ">=0.19.3"
 importlib-resources = ">=1.3,<7.0"
@@ -1072,25 +1094,25 @@ pydantic = ">=2.0"
 pydub = "*"
 python-multipart = ">=0.0.9"
 pyyaml = ">=5.0,<7.0"
-ruff = ">=0.2.2"
+ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
 semantic-version = ">=2.0,<3.0"
 tomlkit = "0.12.0"
-typer = {version = ">=0.9,<1.0", extras = ["all"]}
+typer = {version = ">=0.9,<1.0", extras = ["all"], markers = "sys_platform != \"emscripten\""}
 typing-extensions = ">=4.0,<5.0"
-uvicorn = ">=0.14.0"
+uvicorn = {version = ">=0.14.0", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
 oauth = ["authlib", "itsdangerous"]
 
 [[package]]
 name = "gradio-client"
-version = "0.11.0"
+version = "0.14.0"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "gradio_client-0.11.0-py3-none-any.whl", hash = "sha256:638a43ccc73937790a3c68adb732da03ee7077732a0b6540a9196bacbb1f6539"},
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 ]
 
 [package.dependencies]
@@ -1114,13 +1136,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
 ]
 
 [package.dependencies]
@@ -1131,7 +1153,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
@@ -1221,6 +1243,20 @@ antlr4-python3-runtime = "==4.9.*"
 omegaconf = ">=2.2,<2.4"
 packaging = "*"
 
+[[package]]
+name = "identify"
+version = "2.5.35"
+description = "File identification library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
 name = "idna"
 version = "3.6"
@@ -1234,18 +1270,18 @@ files = [
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.3"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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-testing = ["jaraco.collections", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -1590,13 +1626,13 @@ tests = ["matplotlib (>=3.3.0)", "packaging (>=20.0)", "pytest", "pytest-cov", "
 
 [[package]]
 name = "lightning-utilities"
-version = "0.10.1"
+version = "0.11.2"
 description = "Lightning toolbox for across the our ecosystem."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1979,6 +2015,20 @@ files = [
 [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 = "nodeenv"
+version = "1.8.0"
+description = "Node.js virtual environment builder"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+files = [
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+]
+
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "num2words"
 version = "0.5.13"
@@ -1995,32 +2045,32 @@ docopt = ">=0.6.2"
 
 [[package]]
 name = "numba"
-version = "0.59.0"
+version = "0.59.1"
 description = "compiling Python code using LLVM"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 ]
 
 [[package]]
@@ -2389,6 +2440,24 @@ progress = ["tqdm (>=4.41.0,<5.0.0)"]
 sftp = ["paramiko (>=2.7.0)"]
 xxhash = ["xxhash (>=1.4.3)"]
 
+[[package]]
+name = "pre-commit"
+version = "3.7.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pre_commit-3.7.0-py2.py3-none-any.whl", hash = "sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab"},
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+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "preshed"
 version = "3.0.9"
@@ -2496,13 +2565,13 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.6.3"
+version = "2.6.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2646,13 +2715,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2660,11 +2729,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.4,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -2767,13 +2836,13 @@ files = [
 
 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
 ]
 
 [package.dependencies]
@@ -3045,28 +3114,28 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.3.1"
+version = "0.3.4"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -3364,13 +3433,13 @@ files = [
 
 [[package]]
 name = "sentry-sdk"
-version = "1.41.0"
+version = "1.44.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = true
 python-versions = "*"
 files = [
-    {file = "sentry-sdk-1.41.0.tar.gz", hash = "sha256:4f2d6c43c07925d8cd10dfbd0970ea7cb784f70e79523cca9dbcd72df38e5a46"},
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+    {file = "sentry-sdk-1.44.0.tar.gz", hash = "sha256:f7125a9235795811962d52ff796dc032cd1d0dd98b59beaced8380371cd9c13c"},
+    {file = "sentry_sdk-1.44.0-py2.py3-none-any.whl", hash = "sha256:eb65289da013ca92fad2694851ad2f086aa3825e808dc285bd7dcaf63602bb18"},
 ]
 
 [package.dependencies]
@@ -3384,6 +3453,7 @@ asyncpg = ["asyncpg (>=0.23)"]
 beam = ["apache-beam (>=2.12)"]
 bottle = ["bottle (>=0.12.13)"]
 celery = ["celery (>=3)"]
+celery-redbeat = ["celery-redbeat (>=2)"]
 chalice = ["chalice (>=1.16.0)"]
 clickhouse-driver = ["clickhouse-driver (>=0.2.0)"]
 django = ["django (>=1.8)"]
@@ -3394,6 +3464,7 @@ grpcio = ["grpcio (>=1.21.1)"]
 httpx = ["httpx (>=0.16.0)"]
 huey = ["huey (>=2)"]
 loguru = ["loguru (>=0.5)"]
+openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
 opentelemetry-experimental = ["opentelemetry-distro (>=0.40b0,<1.0)", "opentelemetry-instrumentation-aiohttp-client (>=0.40b0,<1.0)", "opentelemetry-instrumentation-django (>=0.40b0,<1.0)", "opentelemetry-instrumentation-fastapi (>=0.40b0,<1.0)", "opentelemetry-instrumentation-flask (>=0.40b0,<1.0)", "opentelemetry-instrumentation-requests (>=0.40b0,<1.0)", "opentelemetry-instrumentation-sqlite3 (>=0.40b0,<1.0)", "opentelemetry-instrumentation-urllib (>=0.40b0,<1.0)"]
 pure-eval = ["asttokens", "executing", "pure-eval"]
@@ -3509,18 +3580,18 @@ test = ["pytest"]
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
-    {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "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)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "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 (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -3536,13 +3607,13 @@ files = [
 
 [[package]]
 name = "shtab"
-version = "1.7.0"
+version = "1.7.1"
 description = "Automagic shell tab completion for Python CLI applications"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "shtab-1.7.0-py3-none-any.whl", hash = "sha256:0824f6f965cf5b6466d8870289c15a8973518820231a84f4422a0b8377261375"},
-    {file = "shtab-1.7.0.tar.gz", hash = "sha256:6661c2835d0214e259ab74d09bdb9a863752e898bcf2e75ad8cf7ebd7c35bc7e"},
+    {file = "shtab-1.7.1-py3-none-any.whl", hash = "sha256:32d3d2ff9022d4c77a62492b6ec875527883891e33c6b479ba4d41a51e259983"},
+    {file = "shtab-1.7.1.tar.gz", hash = "sha256:4e4bcb02eeb82ec45920a5d0add92eac9c9b63b2804c9196c1f1fdc2d039243c"},
 ]
 
 [package.extras]
@@ -3960,13 +4031,13 @@ torch = ["torch (>=1.6.0)"]
 
 [[package]]
 name = "threadpoolctl"
-version = "3.3.0"
+version = "3.4.0"
 description = "threadpoolctl"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "threadpoolctl-3.3.0-py3-none-any.whl", hash = "sha256:6155be1f4a39f31a18ea70f94a77e0ccd57dced08122ea61109e7da89883781e"},
-    {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"},
+    {file = "threadpoolctl-3.4.0-py3-none-any.whl", hash = "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262"},
+    {file = "threadpoolctl-3.4.0.tar.gz", hash = "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"},
 ]
 
 [[package]]
@@ -4248,13 +4319,13 @@ torch = "2.1.0"
 
 [[package]]
 name = "torchmetrics"
-version = "1.3.1"
+version = "1.3.2"
 description = "PyTorch native Metrics"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "torchmetrics-1.3.1-py3-none-any.whl", hash = "sha256:a44bd1edee629bbf463eb81bfba8300b3785d8b3b8d758bdcafa862b80955b4f"},
-    {file = "torchmetrics-1.3.1.tar.gz", hash = "sha256:8d371f7597a1a5eb02d5f2ed59642d6fef09093926997ce91e18b1147cc8defa"},
+    {file = "torchmetrics-1.3.2-py3-none-any.whl", hash = "sha256:44ca3a9f86dc050cb3f554836ef291698ea797778457195b4f685fce8e2e64a3"},
+    {file = "torchmetrics-1.3.2.tar.gz", hash = "sha256:0a67694a4c4265eeb54cda741eaf5cb1f3a71da74b7e7e6215ad156c9f2379f6"},
 ]
 
 [package.dependencies]
@@ -4264,14 +4335,14 @@ packaging = ">17.1"
 torch = ">=1.10.0"
 
 [package.extras]
-all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.8.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.1.98)", "torch (==2.2.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.8.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.2.1)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
 audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"]
 detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"]
-dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.21)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.8.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.1.98)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.2.0)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.22)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.8.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.2.1)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
 image = ["scipy (>1.0.0)", "torch-fidelity (<=0.4.0)", "torchvision (>=0.8)"]
 multimodal = ["piq (<=0.8.0)", "transformers (>=4.10.0)"]
-text = ["ipadic (>=1.0.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.1.98)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"]
-typing = ["mypy (==1.8.0)", "torch (==2.2.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+text = ["ipadic (>=1.0.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"]
+typing = ["mypy (==1.8.0)", "torch (==2.2.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
 visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.3.0)"]
 
 [[package]]
@@ -4296,13 +4367,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.38.2"
+version = "4.39.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.38.2-py3-none-any.whl", hash = "sha256:c4029cb9f01b3dd335e52f364c52d2b37c65b4c78e02e6a08b1919c5c928573e"},
-    {file = "transformers-4.38.2.tar.gz", hash = "sha256:c5fc7ad682b8a50a48b2a4c05d4ea2de5567adb1bdd00053619dbe5960857dd5"},
+    {file = "transformers-4.39.2-py3-none-any.whl", hash = "sha256:8388a4ae1d91ade935f5c5b36dc47aa1a352b092c30595e3337b49a5f7e71b4e"},
+    {file = "transformers-4.39.2.tar.gz", hash = "sha256:be0c7392cb92ab48efab2656f1cfd1cbda33b2b8a2917a18bd1196707dbebe14"},
 ]
 
 [package.dependencies]
@@ -4374,13 +4445,13 @@ files = [
 
 [[package]]
 name = "typer"
-version = "0.9.0"
+version = "0.9.4"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
-    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
+    {file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
+    {file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
 ]
 
 [package.dependencies]
@@ -4394,7 +4465,7 @@ typing-extensions = ">=3.7.4.3"
 all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "typing-extensions"
@@ -4475,15 +4546,35 @@ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 [package.extras]
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.25.1"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.25.1-py3-none-any.whl", hash = "sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a"},
+    {file = "virtualenv-20.25.1.tar.gz", hash = "sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
 [[package]]
 name = "wandb"
-version = "0.16.4"
+version = "0.16.5"
 description = "A CLI and library for interacting with the Weights & Biases API."
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "wandb-0.16.4-py3-none-any.whl", hash = "sha256:bb9eb5aa2c2c85e11c76040c4271366f54d4975167aa6320ba86c3f2d97fe5fa"},
-    {file = "wandb-0.16.4.tar.gz", hash = "sha256:8752c67d1347a4c29777e64dc1e1a742a66c5ecde03aebadf2b0d62183fa307c"},
+    {file = "wandb-0.16.5-py3-none-any.whl", hash = "sha256:023b6c72a6ef13085c9a970f6714548eca64f56d3d8698e42372764950dfd004"},
+    {file = "wandb-0.16.5.tar.gz", hash = "sha256:c317d55af93a688f3eafcdfec897f7b72da1fe1525140e076ecdaab8b09aa46e"},
 ]
 
 [package.dependencies]
@@ -4670,4 +4761,4 @@ observable = ["wandb"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "8ba6b5f414064d328435a19d59b1e51656947aa772dcc991d1a838fe2f74166f"
+content-hash = "89904f5c9bfa93a6a9be081abe2af054f7c2da706fc2b6d8016baf0a137f2bce"
diff --git a/pyproject.toml b/pyproject.toml
index dface05..0ef5cf0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,7 @@ click = "^8.1.7"
 wandb = { version = "^0.16.4", optional = true }
 
 [tool.poetry.dev-dependencies]
+pre-commit = "^3.7.0"
 pytest = "^8.0.2"
 
 [tool.poetry.extras]
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..3c4115c
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2311 @@
+aiofiles==23.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107 \
+    --hash=sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a
+altair==5.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2ad7f0c8010ebbc46319cc30febfb8e59ccf84969a201541c207bc3a4fa6cf81 \
+    --hash=sha256:8c4888ad11db7c39f3f17aa7f4ea985775da389d79ac30a6c22856ab238df399
+annotated-types==0.6.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43 \
+    --hash=sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d
+antlr4-python3-runtime==4.9.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b
+anyio==4.3.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8 \
+    --hash=sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6
+appdirs==1.4.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+attrs==23.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30 \
+    --hash=sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1
+audiocraft==1.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:4fa8af9bce9c97b7cd3b28fca8cf2e86408802c73103709559cfe04d1a3ec127
+audioread==3.0.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:4cdce70b8adc0da0a3c9e0d85fb10b3ace30fbdf8d1670fd443929b61d117c33 \
+    --hash=sha256:ac5460a5498c48bdf2e8e767402583a4dcd13f4414d286f42ce4379e8b35066d
+av==12.0.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:013b3ac3de3aa1c137af0cedafd364fd1c7524ab3e1cd53e04564fd1632ac04d \
+    --hash=sha256:0183be6889e835e1b074b4037bfce4fd44671c606cf1c4ab92ea2f271b544aec \
+    --hash=sha256:02d60f48be9f15dcda37d50f3ce8d7249d9a455643d4322dd3449986bacfc628 \
+    --hash=sha256:037f793dd1ef4a1f57f090191a7f803ad10ec82da0d04ea26bbe0b8a145fe927 \
+    --hash=sha256:08fc5eaef60a257d622998626e233bf3ff90d2f817f6695d6a27e0ffcfe9dcff \
+    --hash=sha256:0ec915e8f6521545a38566eefc281042ee504ea3cee0618d8558e4920588b3b2 \
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+    --hash=sha256:fc532376aa264722fae55063abd1871d17a563dc895978e142c8ecfcdeb3a2e8
+blis==0.7.11 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0421d6e44cda202b113a34761f9a062b53f8c2ae8e4ec8325a76e709fca93b6e \
+    --hash=sha256:075431b13b9dd7b411894d4afbd4212acf4d0f56c5a20628f4b34902e90225f1 \
+    --hash=sha256:0dc9dcb3843045b6b8b00432409fd5ee96b8344a324e031bfec7303838c41a1a \
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+    --hash=sha256:1b68df4d01d62f9adaef3dad6f96418787265a6878891fc4e0fabafd6d02afba \
+    --hash=sha256:2e62cd14b20e960f21547fee01f3a0b2ac201034d819842865a667c969c355d1 \
+    --hash=sha256:2fb36989ed61233cfd48915896802ee6d3d87882190000f8cfe0cf4a3819f9a8 \
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+    --hash=sha256:f9caffcd14795bfe52add95a0dd8426d44e737b55fcb69e2b797816f4da0b1d2
+catalogue==2.0.10 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:4f56daa940913d3f09d589c191c74e5a6d51762b3a9e37dd53b7437afd6cda15 \
+    --hash=sha256:58c2de0020aa90f4a2da7dfad161bf7b3b054c86a5f09fcedc0b2b740c109a9f
+certifi==2024.2.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f \
+    --hash=sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1
+cffi==1.16.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc \
+    --hash=sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a \
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+    --hash=sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357
+cfgv==3.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9 \
+    --hash=sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560
+charset-normalizer==3.3.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
+    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
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+    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
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+    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
+click==8.1.7 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+cloudpathlib==0.16.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:cdfcd35d46d529587d744154a0bdf962aca953b725c8784cd2ec478354ea63a3 \
+    --hash=sha256:f46267556bf91f03db52b5df7a152548596a15aabca1c8731ef32b0b25a1a6a3
+cloudpickle==3.0.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:246ee7d0c295602a036e86369c77fecda4ab17b506496730f2f576d9016fd9c7 \
+    --hash=sha256:996d9a482c6fb4f33c1a35335cf8afd065d2a56e973270364840712d9131a882
+colorama==0.4.6 ; python_version >= "3.10" and python_version < "4.0" and (platform_system == "Windows" or sys_platform != "emscripten") \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorlog==6.8.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:3e3e079a41feb5a1b64f978b5ea4f46040a94f11f0e8bbb8261e3dbbeca64d44 \
+    --hash=sha256:4dcbb62368e2800cb3c5abd348da7e53f6c362dda502ec27c560b2e58a66bd33
+confection==0.1.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:a658818d004939069c3e2b3db74a2cb9d956a5e61a1c9ad61788e0ee09a7090f \
+    --hash=sha256:e80f22fd008b5231a2e8852fac6de9e28f2276a04031d0536cff74fe4a990c8f
+contourpy==1.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0274c1cb63625972c0c007ab14dd9ba9e199c36ae1a231ce45d725cbcbfd10a8 \
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+    --hash=sha256:ebeac59e9e1eb4b84940d076d9f9a6cec0064e241818bcb6e32124cc5c3e377a
+cycler==0.12.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
+    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
+cymem==2.0.8 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0d5f83dc3cb5a39f0e32653cceb7c8ce0183d82f1162ca418356f4a8ed9e203e \
+    --hash=sha256:167d8019db3b40308aabf8183fd3fbbc256323b645e0cbf2035301058c439cd0 \
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+    --hash=sha256:1e593cd57e2e19eb50c7ddaf7e230b73c890227834425b9dadcd4a86834ef2ab \
+    --hash=sha256:29a551eda23eebd6d076b855f77a5ed14a1d1cae5946f7b3cb5de502e21b39b0 \
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+    --hash=sha256:b9c05db55ea338648f8e5f51dd596568c7f62c5ae32bf3fa5b1460117910ebae \
+    --hash=sha256:bd33da892fb560ba85ea14b1528c381ff474048e861accc3366c8b491035a378 \
+    --hash=sha256:cb51fddf1b920abb1f2742d1d385469bc7b4b8083e1cfa60255e19bc0900ccb5 \
+    --hash=sha256:ceeab3ce2a92c7f3b2d90854efb32cb203e78cb24c836a5a9a2cac221930303b \
+    --hash=sha256:d513f0d5c6d76facdc605e42aa42c8d50bb7dedca3144ec2b47526381764deb0 \
+    --hash=sha256:e4e57bee56d35b90fc2cba93e75b2ce76feaca05251936e28a96cf812a1f5dda \
+    --hash=sha256:e6b83a5972a64f62796118da79dfeed71f4e1e770b2b7455e889c909504c2358 \
+    --hash=sha256:e8260445652ae5ab19fff6851f32969a7b774f309162e83367dd0f69aac5dbf7 \
+    --hash=sha256:ecd12e3bacf3eed5486e4cd8ede3c12da66ee0e0a9d0ae046962bc2bb503acef
+decorator==5.1.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330 \
+    --hash=sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186
+deepfilterlib==0.5.6 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:088b486768131fe89b5a2f179dbc15632f090ee5794d45be41bf3425223b3a26 \
+    --hash=sha256:20237475a6aa53fa086c2274525574c9eeb8c9d67e1b10a1ec933d4abaf3d6fd \
+    --hash=sha256:2e2508f6dae52d081d3cab11e84f433880774be5c9d8570d6407b0e3c2cb9c84 \
+    --hash=sha256:33c42561fafb5deb4946d4f79805f8097a123fe84dccad80a375466770c2bff8 \
+    --hash=sha256:38fa2334c5b19385ca1f747ca9636f8016119005b3a12046d56ddc054a3807e5 \
+    --hash=sha256:3ea0dffa9b0f0fae4aaebac4a3d13f9b2ba5becd805db1b14d2252163f07e787 \
+    --hash=sha256:5289e5cc55fc353e04a98992dd814a7ccce10d6db89d6cac1ba691b360d92c1b \
+    --hash=sha256:5f485fa39c0c6ccd6533e631034440e825a4f9243a3f2ae42c1495a3b775ede4 \
+    --hash=sha256:87b58093ab6e8379306e6ae330374856ee62e1cf7893cfbfb094177db478a850 \
+    --hash=sha256:a0a01f9ae0c7e265002743659f4c7bbd5194dfed6de301536acee011d4308c35 \
+    --hash=sha256:a11b515fe46a4d559cae87c8904b39efb01caf1c18cac71cb7caca589f2aa1a4 \
+    --hash=sha256:b3c1a179e8c2056d270f1c335c93216c3e08905af1e99b4284d0006c1b31b5eb \
+    --hash=sha256:b43ef9ea6b01289421255cb9e4e35e4e9ffe07646164b4614e0e3147c7733421 \
+    --hash=sha256:b92ccbffa5b8bbd2bae47eef288bc3504f86a65e57cf7ae271ebdf0f137e728a \
+    --hash=sha256:cffa2a9961bda2d12a966256845cc2f566e9aae4bb02768753bf1728aecc4383 \
+    --hash=sha256:d27f5d2c4f41d49b52e8f6a7bf62521d3d78d2cf513e75e062f60ef799d94834 \
+    --hash=sha256:e53fa759448dbee8ad7ad10d3313bbd8ca80e6989542f6971b95693de500cebf \
+    --hash=sha256:e7561ffec4c5b1f586cb0549a4b5887dc7d7f2fe828df60e90f13f939e8f8460 \
+    --hash=sha256:f4e0a8eafa48afce1daa460d97578873c7500b90918cede8a821d84328551919 \
+    --hash=sha256:fb50ea5d3a0fc202debaa3c63afef6f031c7d510b03bce6e243481f47ccbbb87 \
+    --hash=sha256:fd6b605fdc5d611f9db5171ead43e3bd1e0aa311402768a1c09e2ce3a3beb6bc
+deepfilternet==0.5.6 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2e64f58cf6b346cf64bd9bd83fcc97452604aa398adf161d23bcbadc5fd6d16c \
+    --hash=sha256:99f5688d954fcfa8f853bf8bb8c3b2a59e4f9dc5d95643c9e6a32053234ba7c6
+demucs==4.0.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:e45a5a788bae79767c37bbf6e69aae03862ddcca05550fb79b926346a177d713
+distlib==0.3.8 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784 \
+    --hash=sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64
+docopt==0.6.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491
+docstring-parser==0.16 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
+    --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
+dora-search==0.1.12 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2956fd2c4c7e4b9a4830e83f0d4cf961be45cfba1a2f0570281e91d15ac516fb
+einops==0.7.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0f3096f26b914f465f6ff3c66f5478f9a5e380bb367ffc6493a68143fbbf1fd1 \
+    --hash=sha256:b2b04ad6081a3b227080c9bf5e3ace7160357ff03043cd66cc5b2319eb7031d1
+encodec==0.1.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:36dde98ccfe6c51a15576476cadfcb3b35a63507b8b8555abd69889a6fba6772
+exceptiongroup==1.2.0 ; python_version >= "3.10" and python_version < "3.11" \
+    --hash=sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14 \
+    --hash=sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68
+fastapi==0.110.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:266775f0dcc95af9d3ef39bad55cff525329a931d5fd51930aadd4f428bf7ff3 \
+    --hash=sha256:87a1f6fb632a218222c5984be540055346a8f5d8a68e8f6fb647b1dc9934de4b
+ffmpy==0.3.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:475ebfff1044661b8d969349dbcd2db9bf56d3ee78c0627e324769b49a27a78f
+filelock==3.13.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb \
+    --hash=sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546
+flashy==0.0.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:e7f5afc3130d5af5ddbce1d22f4a729f1900055488cb0b531cdbc190dc79e9fd
+fonttools==4.50.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0743fd2191ad7ab43d78cd747215b12033ddee24fa1e088605a3efe80d6984de \
+    --hash=sha256:074841375e2e3d559aecc86e1224caf78e8b8417bb391e7d2506412538f21adc \
+    --hash=sha256:0ccc85fd96373ab73c59833b824d7a73846670a0cb1f3afbaee2b2c426a8f931 \
+    --hash=sha256:2c673ab40d15a442a4e6eb09bf007c1dda47c84ac1e2eecbdf359adacb799c24 \
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+    --hash=sha256:3566bfb8c55ed9100afe1ba6f0f12265cd63a1387b9661eb6031a1578a28bad1 \
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+    --hash=sha256:47abd6669195abe87c22750dbcd366dc3a0648f1b7c93c2baa97429c4dc1506e \
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+    --hash=sha256:b4a886a6dbe60100ba1cd24de962f8cd18139bd32808da80de1fa9f9f27bf1dc \
+    --hash=sha256:b6245eafd553c4e9a0708e93be51392bd2288c773523892fbd616d33fd2fda59 \
+    --hash=sha256:c33d5023523b44d3481624f840c8646656a1def7630ca562f222eb3ead16c438 \
+    --hash=sha256:cc8140baf9fa8f9b903f2b393a6c413a220fa990264b215bf48484f3d0bf8710 \
+    --hash=sha256:d346f4dc2221bfb7ab652d1e37d327578434ce559baf7113b0f55768437fe6a0 \
+    --hash=sha256:d40fc98540fa5360e7ecf2c56ddf3c6e7dd04929543618fd7b5cc76e66390562 \
+    --hash=sha256:e270a406219af37581d96c810172001ec536e29e5593aa40d4c01cca3e145aa6 \
+    --hash=sha256:e9623afa319405da33b43c85cceb0585a6f5d3a1d7c604daf4f7e1dd55c03d1f \
+    --hash=sha256:effd303fb422f8ce06543a36ca69148471144c534cc25f30e5be752bc4f46736 \
+    --hash=sha256:f77e048f805e00870659d6318fd89ef28ca4ee16a22b4c5e1905b735495fc422 \
+    --hash=sha256:f849bd3c5c2249b49c98eca5aaebb920d2bfd92b3c69e84ca9bddf133e9f83f0 \
+    --hash=sha256:fa5cf61058c7dbb104c2ac4e782bf1b2016a8cf2f69de6e4dd6a865d2c969bb5
+fsspec==2024.3.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512 \
+    --hash=sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9
+gradio-client==0.14.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:18be8d5fb6468729f19547b39d89b66ec9e775d0c5ce9666cc940f11ab1a519c \
+    --hash=sha256:fdce4ecabc1d06d40bffd18923c9710b021d012edba8a1f851bc109eb9ee443e
+gradio==4.24.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1c14360e39f66aafea78d176e73b4efd60ee4e5fbbb0054ae325724343ca0856 \
+    --hash=sha256:63c95c515b66e7df5a2a94f287269a9bca3c3b6e52cbafd140bb13dd7a841827
+h11==0.14.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d \
+    --hash=sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761
+httpcore==1.0.5 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61 \
+    --hash=sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5
+httpx==0.27.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5 \
+    --hash=sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5
+huggingface-hub==0.21.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:df37c2c37fc6c82163cdd8a67ede261687d80d1e262526d6c0ce73b6b3630a7b \
+    --hash=sha256:e1f4968c93726565a80edf6dc309763c7b546d0cfe79aa221206034d50155531
+hydra-colorlog==1.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:33d05fc11ca9bc7a5d69cfb3c8fb395a1bc52fa1dfe7aca6a6f5ffb57f6e7c4b \
+    --hash=sha256:d44f85008fabd2448c7e3b496c31b44d7610560f6fff74f3673afaa949870899
+hydra-core==1.3.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8a878ed67216997c3e9d88a8e72e7b4767e81af37afb4ea3334b269a4390a824 \
+    --hash=sha256:fa0238a9e31df3373b35b0bfb672c34cc92718d21f81311d8996a16de1141d8b
+identify==2.5.35 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791 \
+    --hash=sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e
+idna==3.6 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca \
+    --hash=sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f
+importlib-resources==6.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c \
+    --hash=sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145
+iniconfig==2.0.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3 \
+    --hash=sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374
+jinja2==3.1.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa \
+    --hash=sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90
+joblib==1.3.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1 \
+    --hash=sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9
+jsonschema-specifications==2023.12.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc \
+    --hash=sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c
+jsonschema==4.21.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f \
+    --hash=sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5
+julius==0.2.7 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:3c0f5f5306d7d6016fcc95196b274cae6f07e2c9596eed314e4e7641554fbb08
+kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf \
+    --hash=sha256:040c1aebeda72197ef477a906782b5ab0d387642e93bda547336b8957c61022e \
+    --hash=sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af \
+    --hash=sha256:06f54715b7737c2fecdbf140d1afb11a33d59508a47bf11bb38ecf21dc9ab79f \
+    --hash=sha256:0dc9db8e79f0036e8173c466d21ef18e1befc02de8bf8aa8dc0813a6dc8a7046 \
+    --hash=sha256:0f114aa76dc1b8f636d077979c0ac22e7cd8f3493abbab152f20eb8d3cda71f3 \
+    --hash=sha256:11863aa14a51fd6ec28688d76f1735f8f69ab1fabf388851a595d0721af042f5 \
+    --hash=sha256:11c7de8f692fc99816e8ac50d1d1aef4f75126eefc33ac79aac02c099fd3db71 \
+    --hash=sha256:11d011a7574eb3b82bcc9c1a1d35c1d7075677fdd15de527d91b46bd35e935ee \
+    --hash=sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3 \
+    --hash=sha256:15568384086b6df3c65353820a4473575dbad192e35010f622c6ce3eebd57af9 \
+    --hash=sha256:19df6e621f6d8b4b9c4d45f40a66839294ff2bb235e64d2178f7522d9170ac5b \
+    --hash=sha256:1b04139c4236a0f3aff534479b58f6f849a8b351e1314826c2d230849ed48985 \
+    --hash=sha256:210ef2c3a1f03272649aff1ef992df2e724748918c4bc2d5a90352849eb40bea \
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+    --hash=sha256:1e9e76ee8631e264c62ce10006718e80b2cfc74340d17d1031e0f84af7478554 \
+    --hash=sha256:3b68898e34f5b2a29daaaac172c6555512d0f32074f147e2254e4a6d9d838f37
+librosa==0.10.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7ab91d9f5fcb75ea14848a05d3b1f825cf8d0c42ca160d19ae6874f2de2d8223 \
+    --hash=sha256:832f7d150d6dd08ed2aa08c0567a4be58330635c32ddd2208de9bc91300802c7
+lightning-utilities==0.11.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:541f471ed94e18a28d72879338c8c52e873bb46f4c47644d89228faeb6751159 \
+    --hash=sha256:adf4cf9c5d912fe505db4729e51d1369c6927f3a8ac55a9dff895ce5c0da08d9
+llvmlite==0.42.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:05cb7e9b6ce69165ce4d1b994fbdedca0c62492e537b0cc86141b6e2c78d5888 \
+    --hash=sha256:08fa9ab02b0d0179c688a4216b8939138266519aaa0aa94f1195a8542faedb56 \
+    --hash=sha256:3366938e1bf63d26c34fbfb4c8e8d2ded57d11e0567d5bb243d89aab1eb56098 \
+    --hash=sha256:43d65cc4e206c2e902c1004dd5418417c4efa6c1d04df05c6c5675a27e8ca90e \
+    --hash=sha256:70f44ccc3c6220bd23e0ba698a63ec2a7d3205da0d848804807f37fc243e3f77 \
+    --hash=sha256:763f8d8717a9073b9e0246998de89929071d15b47f254c10eef2310b9aac033d \
+    --hash=sha256:7e0c4c11c8c2aa9b0701f91b799cb9134a6a6de51444eff5a9087fc7c1384275 \
+    --hash=sha256:81e674c2fe85576e6c4474e8c7e7aba7901ac0196e864fe7985492b737dbab65 \
+    --hash=sha256:8d90edf400b4ceb3a0e776b6c6e4656d05c7187c439587e06f86afceb66d2be5 \
+    --hash=sha256:a78ab89f1924fc11482209f6799a7a3fc74ddc80425a7a3e0e8174af0e9e2301 \
+    --hash=sha256:ae511caed28beaf1252dbaf5f40e663f533b79ceb408c874c01754cafabb9cbf \
+    --hash=sha256:b2fce7d355068494d1e42202c7aff25d50c462584233013eb4470c33b995e3ee \
+    --hash=sha256:bb3975787f13eb97629052edb5017f6c170eebc1c14a0433e8089e5db43bcce6 \
+    --hash=sha256:bdd3888544538a94d7ec99e7c62a0cdd8833609c85f0c23fcb6c5c591aec60ad \
+    --hash=sha256:c35da49666a21185d21b551fc3caf46a935d54d66969d32d72af109b5e7d2b6f \
+    --hash=sha256:c5bece0cdf77f22379f19b1959ccd7aee518afa4afbd3656c6365865f84903f9 \
+    --hash=sha256:d0936c2067a67fb8816c908d5457d63eba3e2b17e515c5fe00e5ee2bace06040 \
+    --hash=sha256:d47494552559e00d81bfb836cf1c4d5a5062e54102cc5767d5aa1e77ccd2505c \
+    --hash=sha256:d7599b65c7af7abbc978dbf345712c60fd596aa5670496561cc10e8a71cebfb2 \
+    --hash=sha256:ebe66a86dc44634b59a3bc860c7b20d26d9aaffcd30364ebe8ba79161a9121f4 \
+    --hash=sha256:f92b09243c0cc3f457da8b983f67bd8e1295d0f5b3746c7a1861d7a99403854a
+loguru==0.7.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb \
+    --hash=sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac
+markdown-it-py==3.0.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
+    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
+markupsafe==2.1.5 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
+    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
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+    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
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+    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
+    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
+    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
+    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
+    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
+    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
+    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
+    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
+matplotlib==3.8.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:04b36ad07eac9740fc76c2aa16edf94e50b297d6eb4c081e3add863de4bb19a7 \
+    --hash=sha256:09074f8057917d17ab52c242fdf4916f30e99959c1908958b1fc6032e2d0f6d4 \
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+    --hash=sha256:4c6e00a65d017d26009bac6808f637b75ceade3e1ff91a138576f6b3065eeeba \
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+    --hash=sha256:c4af3f7317f8a1009bbb2d0bf23dfaba859eb7dd4ccbd604eba146dccaaaf0a4 \
+    --hash=sha256:cd3a0c2be76f4e7be03d34a14d49ded6acf22ef61f88da600a18a5cd8b3c5f3c \
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+    --hash=sha256:d7e7e0993d0758933b1a241a432b42c2db22dfa37d4108342ab4afb9557cbe3e \
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+    --hash=sha256:e9764df0e8778f06414b9d281a75235c1e85071f64bb5d71564b97c1306a2afc \
+    --hash=sha256:ef6c1025a570354297d6c15f7d0f296d95f88bd3850066b7f1e7b4f2f4c13a39 \
+    --hash=sha256:f386cf162b059809ecfac3bcc491a9ea17da69fa35c8ded8ad154cd4b933d5ec \
+    --hash=sha256:fa93695d5c08544f4a0dfd0965f378e7afc410d8672816aff1e81be1f45dbf2e
+mdurl==0.1.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+mpmath==1.3.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+msgpack==1.0.8 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:00e073efcba9ea99db5acef3959efa45b52bc67b61b00823d2a1a6944bf45982 \
+    --hash=sha256:0726c282d188e204281ebd8de31724b7d749adebc086873a59efb8cf7ae27df3 \
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+    --hash=sha256:99881222f4a8c2f641f25703963a5cefb076adffd959e0558dc9f803a52d6a58 \
+    --hash=sha256:9ee32dcb8e531adae1f1ca568822e9b3a738369b3b686d1477cbc643c4a9c128 \
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+    --hash=sha256:e532dbd6ddfe13946de050d7474e3f5fb6ec774fbb1a188aaf469b08cf04189a \
+    --hash=sha256:e6b7842518a63a9f17107eb176320960ec095a8ee3b4420b5f688e24bf50c53c \
+    --hash=sha256:e75753aeda0ddc4c28dce4c32ba2f6ec30b1b02f6c0b14e547841ba5b24f753f \
+    --hash=sha256:eadb9f826c138e6cf3c49d6f8de88225a3c0ab181a9b4ba792e006e5292d150e \
+    --hash=sha256:ed59dd52075f8fc91da6053b12e8c89e37aa043f8986efd89e61fae69dc1b011 \
+    --hash=sha256:ef254a06bcea461e65ff0373d8a0dd1ed3aa004af48839f002a0c994a6f72d04 \
+    --hash=sha256:f3709997b228685fe53e8c433e2df9f0cdb5f4542bd5114ed17ac3c0129b0480 \
+    --hash=sha256:f51bab98d52739c50c56658cc303f190785f9a2cd97b823357e7aeae54c8f68a \
+    --hash=sha256:f9904e24646570539a8950400602d66d2b2c492b9010ea7e965025cb71d0c86d \
+    --hash=sha256:f9af38a89b6a5c04b7d18c492c8ccf2aee7048aff1ce8437c4683bb5a1df893d
+murmurhash==1.0.10 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0438f0cb44cf1cd26251f72c1428213c4197d40a4e3f48b1efc3aea12ce18517 \
+    --hash=sha256:16ef9f0855952493fe08929d23865425906a8c0c40607ac8a949a378652ba6a9 \
+    --hash=sha256:18b9d200a09d48ef67f6840b77c14f151f2b6c48fd69661eb75c7276ebdb146c \
+    --hash=sha256:1b64e5332932993fef598e78d633b1ba664789ab73032ed511f3dc615a631a1a \
+    --hash=sha256:1c9fbcd7646ad8ba67b895f71d361d232c6765754370ecea473dd97d77afe99f \
+    --hash=sha256:22e9926fdbec9d24ced9b0a42f0fee68c730438be3cfb00c2499fd495caec226 \
+    --hash=sha256:2cc3351ae92b89c2fcdc6e41ac6f17176dbd9b3554c96109fd0713695d8663e7 \
+    --hash=sha256:3310101004d9e2e0530c2fed30174448d998ffd1b50dcbfb7677e95db101aa4b \
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+    --hash=sha256:7024ab3498434f22f8e642ae31448322ad8228c65c8d9e5dc2d563d57c14c9b8 \
+    --hash=sha256:8b580b8503647de5dd7972746b7613ea586270f17ac92a44872a9b1b52c36d68 \
+    --hash=sha256:8bf49e3bb33febb7057ae3a5d284ef81243a1e55eaa62bdcd79007cddbdc0461 \
+    --hash=sha256:90ed37ee2cace9381b83d56068334f77e3e30bc521169a1f886a2a2800e965d6 \
+    --hash=sha256:96f0a070344d4802ea76a160e0d4c88b7dc10454d2426f48814482ba60b38b9e \
+    --hash=sha256:97e09d675de2359e586f09de1d0de1ab39f9911edffc65c9255fb5e04f7c1f85 \
+    --hash=sha256:9f61862060d677c84556610ac0300a0776cb13cb3155f5075ed97e80f86e55d9 \
+    --hash=sha256:a4209962b9f85de397c3203ea4b3a554da01ae9fd220fdab38757d4e9eba8d1a \
+    --hash=sha256:a99dedfb7f0cc5a4cd76eb409ee98d3d50eba024f934e705914f6f4d765aef2c \
+    --hash=sha256:b3b6d2d877d8881a08be66d906856d05944be0faf22b9a0390338bcf45299989 \
+    --hash=sha256:c65401a6f1778676253cbf89c1f45a8a7feb7d73038e483925df7d5943c08ed9 \
+    --hash=sha256:d75840212bf75eb1352c946c3cf1622dacddd6d6bdda34368237d1eb3568f23a \
+    --hash=sha256:d8f54b0031d8696fed17ed6e9628f339cdea0ba2367ca051e18ff59193f52687 \
+    --hash=sha256:db1171a3f9a10571931764cdbfaa5371f4cf5c23c680639762125cb075b833a5 \
+    --hash=sha256:e5d7cfe392c0a28129226271008e61e77bf307afc24abf34f386771daa7b28b0 \
+    --hash=sha256:f1605fde07030516eb63d77a598dd164fb9bf217fd937dbac588fe7e47a28c40 \
+    --hash=sha256:f23f2dfc7174de2cdc5007c0771ab8376a2a3f48247f32cac4a5563e40c6adcc \
+    --hash=sha256:f8ecb00cc1ab57e4b065f9fb3ea923b55160c402d959c69a0b6dbbe8bc73efc3
+networkx==3.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6 \
+    --hash=sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2
+ninja==1.11.1.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:18302d96a5467ea98b68e1cae1ae4b4fb2b2a56a82b955193c637557c7273dbd \
+    --hash=sha256:185e0641bde601e53841525c4196278e9aaf4463758da6dd1e752c0a0f54136a \
+    --hash=sha256:376889c76d87b95b5719fdd61dd7db193aa7fd4432e5d52d2e44e4c497bdbbee \
+    --hash=sha256:3e0f9be5bb20d74d58c66cc1c414c3e6aeb45c35b0d0e41e8d739c2c0d57784f \
+    --hash=sha256:73b93c14046447c7c5cc892433d4fae65d6364bec6685411cb97a8bcf815f93a \
+    --hash=sha256:7563ce1d9fe6ed5af0b8dd9ab4a214bf4ff1f2f6fd6dc29f480981f0f8b8b249 \
+    --hash=sha256:76482ba746a2618eecf89d5253c0d1e4f1da1270d41e9f54dfbd91831b0f6885 \
+    --hash=sha256:84502ec98f02a037a169c4b0d5d86075eaf6afc55e1879003d6cab51ced2ea4b \
+    --hash=sha256:95da904130bfa02ea74ff9c0116b4ad266174fafb1c707aa50212bc7859aebf1 \
+    --hash=sha256:9d793b08dd857e38d0b6ffe9e6b7145d7c485a42dcfea04905ca0cdb6017cc3c \
+    --hash=sha256:9df724344202b83018abb45cb1efc22efd337a1496514e7e6b3b59655be85205 \
+    --hash=sha256:aad34a70ef15b12519946c5633344bc775a7656d789d9ed5fdb0d456383716ef \
+    --hash=sha256:d491fc8d89cdcb416107c349ad1e3a735d4c4af5e1cb8f5f727baca6350fdaea \
+    --hash=sha256:ecf80cf5afd09f14dcceff28cb3f11dc90fb97c999c89307aea435889cb66877 \
+    --hash=sha256:fa2ba9d74acfdfbfbcf06fad1b8282de8a7a8c481d9dee45c859a8c93fcc1082
+nodeenv==1.8.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2 \
+    --hash=sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec
+num2words==0.5.13 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:39e662c663f0a7e15415431ea68eb3dc711b49e3b776d93403e1da0a219ca4ee \
+    --hash=sha256:a3064716fbbf90d75c449450cebfbc73a6a13e63b2531d09bdecc3ab1a2209cf
+numba==0.59.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0594b3dfb369fada1f8bb2e3045cd6c61a564c62e50cf1f86b4666bc721b3450 \
+    --hash=sha256:0b77aecf52040de2a1eb1d7e314497b9e56fba17466c80b457b971a25bb1576d \
+    --hash=sha256:0f68589740a8c38bb7dc1b938b55d1145244c8353078eea23895d4f82c8b9ec1 \
+    --hash=sha256:1cce206a3b92836cdf26ef39d3a3242fec25e07f020cc4feec4c4a865e340569 \
+    --hash=sha256:2801003caa263d1e8497fb84829a7ecfb61738a95f62bc05693fcf1733e978e4 \
+    --hash=sha256:3476a4f641bfd58f35ead42f4dcaf5f132569c4647c6f1360ccf18ee4cda3990 \
+    --hash=sha256:411df625372c77959570050e861981e9d196cc1da9aa62c3d6a836b5cc338966 \
+    --hash=sha256:43727e7ad20b3ec23ee4fc642f5b61845c71f75dd2825b3c234390c6d8d64051 \
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+    --hash=sha256:7d80bce4ef7e65bf895c29e3889ca75a29ee01da80266a01d34815918e365835 \
+    --hash=sha256:8c8b4477763cb1fbd86a3be7050500229417bf60867c93e131fd2626edb02238 \
+    --hash=sha256:8d51ccd7008a83105ad6a0082b6a2b70f1142dc7cfd76deb8c5a862367eb8c86 \
+    --hash=sha256:9712808e4545270291d76b9a264839ac878c5eb7d8b6e02c970dc0ac29bc8187 \
+    --hash=sha256:97385a7f12212c4f4bc28f648720a92514bee79d7063e40ef66c2d30600fd18e \
+    --hash=sha256:990e395e44d192a12105eca3083b61307db7da10e093972ca285c85bef0963d6 \
+    --hash=sha256:dd2842fac03be4e5324ebbbd4d2d0c8c0fc6e0df75c09477dd45b288a0777389 \
+    --hash=sha256:f7ad1d217773e89a9845886401eaaab0a156a90aa2f179fdc125261fd1105096
+numpy==1.26.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
+    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
+    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
+    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
+    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
+    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
+    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
+    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
+    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
+    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
+    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
+    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
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+    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
+    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
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+    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
+    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
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+    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
+    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
+    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
+    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
+    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
+    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
+    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
+    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
+    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
+    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
+    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
+    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
+    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
+omegaconf==2.3.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7b4df175cdb08ba400f45cae3bdcae7ba8365db4d165fc65fd04b050ab63b46b \
+    --hash=sha256:d5d4b6d29955cc50ad50c46dc269bcd92c6e00f5f90d23ab5fee7bfca4ba4cc7
+openunmix==1.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:63245c39dc0d3bcada94370fe84aca3e053e7facd91d66d26ccb36744ae22e9d \
+    --hash=sha256:eee30a3bac5a4a931f0f55dfddc0b54048ebff313da1ba239470f6b08defb077
+orjson==3.10.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:115498c4ad34188dcb73464e8dc80e490a3e5e88a925907b6fedcf20e545001a \
+    --hash=sha256:13b5d3c795b09a466ec9fcf0bd3ad7b85467d91a60113885df7b8d639a9d374b \
+    --hash=sha256:175a41500ebb2fdf320bf78e8b9a75a1279525b62ba400b2b2444e274c2c8bee \
+    --hash=sha256:1897aa25a944cec774ce4a0e1c8e98fb50523e97366c637b7d0cddabc42e6643 \
+    --hash=sha256:1bef1050b1bdc9ea6c0d08468e3e61c9386723633b397e50b82fda37b3563d72 \
+    --hash=sha256:1de3fd5c7b208d836f8ecb4526995f0d5877153a4f6f12f3e9bf11e49357de98 \
+    --hash=sha256:22c2f7e377ac757bd3476ecb7480c8ed79d98ef89648f0176deb1da5cd014eb7 \
+    --hash=sha256:237ba922aef472761acd697eef77fef4831ab769a42e83c04ac91e9f9e08fa0e \
+    --hash=sha256:23c12bb4ced1c3308eff7ba5c63ef8f0edb3e4c43c026440247dd6c1c61cea4b \
+    --hash=sha256:30707e646080dd3c791f22ce7e4a2fc2438765408547c10510f1f690bd336217 \
+    --hash=sha256:30d795a24be16c03dca0c35ca8f9c8eaaa51e3342f2c162d327bd0225118794a \
+    --hash=sha256:33e6655a2542195d6fd9f850b428926559dee382f7a862dae92ca97fea03a5ad \
+    --hash=sha256:400c5b7c4222cb27b5059adf1fb12302eebcabf1978f33d0824aa5277ca899bd \
+    --hash=sha256:4050920e831a49d8782a1720d3ca2f1c49b150953667eed6e5d63a62e80f46a2 \
+    --hash=sha256:414e5293b82373606acf0d66313aecb52d9c8c2404b1900683eb32c3d042dbd7 \
+    --hash=sha256:4251964db47ef090c462a2d909f16c7c7d5fe68e341dabce6702879ec26d1134 \
+    --hash=sha256:4329c1d24fd130ee377e32a72dc54a3c251e6706fccd9a2ecb91b3606fddd998 \
+    --hash=sha256:47af5d4b850a2d1328660661f0881b67fdbe712aea905dadd413bdea6f792c33 \
+    --hash=sha256:5127478260db640323cea131ee88541cb1a9fbce051f0b22fa2f0892f44da302 \
+    --hash=sha256:57d017863ec8aa4589be30a328dacd13c2dc49de1c170bc8d8c8a98ece0f2925 \
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+    --hash=sha256:feaed5bb09877dc27ed0d37f037ddef6cb76d19aa34b108db270d27d3d2ef747
+packaging==23.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5 \
+    --hash=sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7
+pandas==2.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:04f6ec3baec203c13e3f8b139fb0f9f86cd8c0b94603ae3ae8ce9a422e9f5bee \
+    --hash=sha256:06cf591dbaefb6da9de8472535b185cba556d0ce2e6ed28e21d919704fef1a9e \
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+    --hash=sha256:f9d3558d263073ed95e46f4650becff0c5e1ffe0fc3a015de3c79283dfbdb3df
+pillow==10.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0304004f8067386b477d20a518b50f3fa658a28d44e4116970abfcd94fac34a8 \
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+    --hash=sha256:cb4c38abeef13c61d6916f264d4845fab99d7b711be96c326b84df9e3e0ff62d \
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+    --hash=sha256:d8e6aeb9201e655354b3ad049cb77d19813ad4ece0df1249d3c793de3774f8c7 \
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+    --hash=sha256:da2b52b37dad6d9ec64e653637a096905b258d2fc2b984c41ae7d08b938a67e4 \
+    --hash=sha256:e87f0b2c78157e12d7686b27d63c070fd65d994e8ddae6f328e0dcf4a0cd007e \
+    --hash=sha256:edca80cbfb2b68d7b56930b84a0e45ae1694aeba0541f798e908a49d66b837f1 \
+    --hash=sha256:f379abd2f1e3dddb2b61bc67977a6b5a0a3f7485538bcc6f39ec76163891ee48 \
+    --hash=sha256:fe4c15f6c9285dc54ce6553a3ce908ed37c8f3825b5a51a15c91442bb955b868
+platformdirs==4.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068 \
+    --hash=sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768
+pluggy==1.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981 \
+    --hash=sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be
+pooch==1.8.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:27ef63097dd9a6e4f9d2694f5cfbf2f0a5defa44fccafec08d601e731d746270 \
+    --hash=sha256:6b56611ac320c239faece1ac51a60b25796792599ce5c0b1bb87bf01df55e0a9
+pre-commit==3.7.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab \
+    --hash=sha256:e209d61b8acdcf742404408531f0c37d49d2c734fd7cff2d6076083d191cb060
+preshed==3.0.9 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0de63a560f10107a3f0a9e252cc3183b8fdedcb5f81a86938fd9f1dcf8a64adf \
+    --hash=sha256:182138033c0730c683a6d97e567ceb8a3e83f3bff5704f300d582238dbd384b3 \
+    --hash=sha256:1fa6d3d5529b08296ff9b7b4da1485c080311fd8744bbf3a86019ff88007b382 \
+    --hash=sha256:23906d114fc97c17c5f8433342495d7562e96ecfd871289c2bb2ed9a9df57c3f \
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+    --hash=sha256:3452b64d97ce630e200c415073040aa494ceec6b7038f7a2a3400cbd7858e952 \
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+    --hash=sha256:3a9ad9f738084e048a7c94c90f40f727217387115b2c9a95c77f0ce943879fcd \
+    --hash=sha256:4a55091d0e395f1fdb62ab43401bb9f8b46c7d7794d5b071813c29dc1ab22fd0 \
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+    --hash=sha256:ff100b203092af77d1a5a7abe085b3506b7eaaf9abf65b73b7d6905b6cb76988
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+    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
+    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
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+    --hash=sha256:fe5437ff9fb116e44f2ab558981249ae63f978392b4576e62fcfe167d353edbc
+scikit-learn==1.4.1.post1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0df87de9ce1c0140f2818beef310fb2e2afdc1e66fc9ad587965577f17733649 \
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+    --hash=sha256:d7cd3a77c32879311f2aa93466d3c288c955ef71d191503cf0677c3340ae8ae0
+scipy==1.12.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb0890dc \
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+    --hash=sha256:f7ce148dffcd64ade37b2df9315541f9adad6efcaa86866ee7dd5db0c8f041c3
+semantic-version==2.10.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
+    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
+sentencepiece==0.2.0 ; python_version >= "3.10" and python_version < "4.0" \
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+    --hash=sha256:fb89f811e5efd18bab141afc3fea3de141c3f69f3fe9e898f710ae7fe3aab251 \
+    --hash=sha256:ff88712338b01031910e8e61e7239aff3ce8869ee31a47df63cb38aadd591bea
+setuptools==69.2.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e \
+    --hash=sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c
+shellingham==1.5.4 ; python_version >= "3.10" and python_version < "4.0" and sys_platform != "emscripten" \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+shtab==1.7.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:32d3d2ff9022d4c77a62492b6ec875527883891e33c6b479ba4d41a51e259983 \
+    --hash=sha256:4e4bcb02eeb82ec45920a5d0add92eac9c9b63b2804c9196c1f1fdc2d039243c
+six==1.16.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+smart-open==6.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8d3ef7e6997e8e42dd55c74166ed21e6ac70664caa32dd940b26d54a8f6b4142 \
+    --hash=sha256:be3c92c246fbe80ebce8fbacb180494a481a77fcdcb7c1aadb2ea5b9c2bee8b9
+sniffio==1.3.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+soundfile==0.12.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:074247b771a181859d2bc1f98b5ebf6d5153d2c397b86ee9e29ba602a8dfe2a6 \
+    --hash=sha256:0d86924c00b62552b650ddd28af426e3ff2d4dc2e9047dae5b3d8452e0a49a77 \
+    --hash=sha256:2dc3685bed7187c072a46ab4ffddd38cef7de9ae5eb05c03df2ad569cf4dacbc \
+    --hash=sha256:59dfd88c79b48f441bbf6994142a19ab1de3b9bb7c12863402c2bc621e49091a \
+    --hash=sha256:828a79c2e75abab5359f780c81dccd4953c45a2c4cd4f05ba3e233ddf984b882 \
+    --hash=sha256:bceaab5c4febb11ea0554566784bcf4bc2e3977b53946dda2b12804b4fe524a8 \
+    --hash=sha256:d922be1563ce17a69582a352a86f28ed8c9f6a8bc951df63476ffc310c064bfa \
+    --hash=sha256:e8e1017b2cf1dda767aef19d2fd9ee5ebe07e050d430f77a0a7c66ba08b8cdae
+soxr==0.3.7 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:07f4c0c6125ea1482fa187ad5f007216712ee0a93586a9b2f80e79c0bf944cf7 \
+    --hash=sha256:0e291adfaf9f2a7c4dd180a1b8c280f9beb1c84cb381853e4f4b3434d002ed7f \
+    --hash=sha256:0eed6bf58192dd1bb93becd2444de4d712689713d727b32fd55623ae9aae7df7 \
+    --hash=sha256:1cd65dc7b96ea3cb6c8c48e6020e859680556cc42dd3d4de44779530cce21037 \
+    --hash=sha256:27f2890528d2b2e358938ab660a6b8346802863f5b6b646204d7ff8ab0ca2c66 \
+    --hash=sha256:286858e3078d76c11b6d490b66fed3c9bb2a4229759f6be03ceef5c02189bf2c \
+    --hash=sha256:42da0d9eb79c70e5a41917f1b48a032e241a48eb4a1bcea7c80577302ff26974 \
+    --hash=sha256:436ddff00c6eb2c75b79c19cfdca7527b1e31b5fad738652f044045ba6258593 \
+    --hash=sha256:48acdfbcf870ab54f645b1cfd641bce92c1e3a67346c3bf0f6c0ad2873c1dd35 \
+    --hash=sha256:511c6b2279c8ddd83459d129d69f628f7aae4616ae0a1912963985bd89e35df7 \
+    --hash=sha256:52467c8c012495544a6dcfcce6b5bcbbc653d24fe9bb33c0b6191acecdb5e297 \
+    --hash=sha256:54985ff33292192d2937be80df3e5f3a44d6d53e6835f727d6b99b7cdd3f1611 \
+    --hash=sha256:6e39668c250e221db888cf3b290a16fbe10a702d9a4eb604a127f720040de583 \
+    --hash=sha256:7221302b4547d02a3f38dd3cd15317ab2b78873c75921db5f4a070848f0c71be \
+    --hash=sha256:83c74ef6d61d7dcd81be26f91bee0a420f792f5c1982266f2a80e655f0650a98 \
+    --hash=sha256:8d8a2b3e7f8d0255e2484fb82cb66c86da6fb25b342ef793cceca9ce9a61aa16 \
+    --hash=sha256:9cea63014ce91035074e1228c9340e2b8609faf964e268705fcac5135d05060c \
+    --hash=sha256:9e811450f0e91972932bd37ac58e32e44002c2c99db2aa926a9e7ba164545034 \
+    --hash=sha256:a0cd6eb6f6bbda2e8de36672cf2f0529ced6e638773150744ef075be0cc4f52c \
+    --hash=sha256:a37c518c0b5d70162956d808d6c2e249bae0672e414e0dcfc101e200d8c31f3c \
+    --hash=sha256:ac81c4af6a993d5b7c0b466bbac4835bad2b14ec32f342b2c1f83e4cf825e301 \
+    --hash=sha256:bfab27830f6217a15b83445988225c3aeea3bbccfa9399ced291e53e1b05925d \
+    --hash=sha256:cb1e14663a43fe88b8fbc287822a159028366a820abe1a0a9670fb53618cb47b \
+    --hash=sha256:ce12b93747958f2769d6b297e6e27c73d9ad635fe8104ef052bece9c8a322824 \
+    --hash=sha256:d994f1a7690b1b13ab639ea33e0c1d78415b64d88d6df4af705a9443f97b9687 \
+    --hash=sha256:e47d86af35b942c92606fc2d5dfccf3f01309329475571ae2312bbf9edc3a790 \
+    --hash=sha256:e5267c3ba34d4b873d9bbe3a9e58418b01ae4fd04349a4f944d9943b9ddac0f7 \
+    --hash=sha256:e87b58bc9e8c2caa16f07726f666bd043f0a49ca937baa803ce7708003b27833 \
+    --hash=sha256:ea663b76f2b0ec1576b8a43aef317aec080abc0a67a4015fcd9f3407039f260a \
+    --hash=sha256:f8ceeb74e5a55d903cc286d3bd12c2d8f8c85d02894071e9ec92ab405430907c
+spacy-legacy==3.0.12 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:476e3bd0d05f8c339ed60f40986c07387c0a71479245d6d0f4298dbd52cda55f \
+    --hash=sha256:b37d6e0c9b6e1d7ca1cf5bc7152ab64a4c4671f59c85adaf7a3fcb870357a774
+spacy-loggers==1.0.5 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:196284c9c446cc0cdb944005384270d775fdeaf4f494d8e269466cfa497ef645 \
+    --hash=sha256:d60b0bdbf915a60e516cc2e653baeff946f0cfc461b452d11a4d5458c6fe5f24
+spacy==3.7.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:023c9a008328f55c4717c56c4f8a28073b9961547f7d38a9405c967a52e66d59 \
+    --hash=sha256:040f7df5096c817450820eaaa426d54ed266254d16974e9a707a32f5b0f139ae \
+    --hash=sha256:07ffedf51899441070fb70432f8f873696f39e0e31c9ce7403101c459f8a1281 \
+    --hash=sha256:0f748625192f573c07ddea5fcd324919dbfbf4f4a2f7a1fc731e6dcba7321ea1 \
+    --hash=sha256:11ebf6054cd3ec3638801d7ff9b709e32fb9c15512b347b489bfe2ccb1102c9f \
+    --hash=sha256:2463c56ab1378f2b9a675340a2e3dfb618989d0da8cdce06429bc9b1dad4f294 \
+    --hash=sha256:3ad5e931c294d100ec3edb40e40f2722ef505cea16312839dd6467e81d665740 \
+    --hash=sha256:4b16768b9e5c350b8a383a6bd84cd0481ccdf10ae6231f568598890638065f69 \
+    --hash=sha256:525f2ced2e40761562c8cace93ef6a1e6e8c483f27bd564bc1b15f608efbe85b \
+    --hash=sha256:5d7910ca7a91bf423febd8a9a10ca6a4cfcb5c99abdec79df1eb7b67ea3e3c90 \
+    --hash=sha256:6288dca7b3a5489b3d7ce68404bc432ca22f826c662a12af47ef7bdb264307fb \
+    --hash=sha256:7580d1565f4d1ccbee9a18531f993a5b9b37ced96f145153dd4e98ceec607a55 \
+    --hash=sha256:787ce42a837f7edfbd4185356eea893a81b7dd75743d0047f2b9bf179775f970 \
+    --hash=sha256:977f37493d7cf0b5dca155f0450d47890378703283c29919cdcc220db994a775 \
+    --hash=sha256:a6757e8fbfd35dc0ed830296d5756f46d5b8d4b0353925dbe2f9aa33b82c5308 \
+    --hash=sha256:b43e92edfa99f34dbb9dd30175f41158d20945e3179055d0071fee19394add96 \
+    --hash=sha256:b982ebab417189346acb4722637c573830d62e157ba336c3eb6c417249344be1 \
+    --hash=sha256:ba57bcc111eca7b086ee33a9636df775cfd4b14302f7d0ffbc11e95ac0fb3f0e \
+    --hash=sha256:c26a81d33c93e4a8e3360d61dcce0802fb886de79f666a487ea5abbd3ce4b30b \
+    --hash=sha256:c500c1bad9e0488814a75077089aeef64a6b520ae8131578f266a08168106fa3 \
+    --hash=sha256:c992e2c5c0cd06c7f3e74fe8d758885117090013931c7938277d1421660bf71f \
+    --hash=sha256:ca8112330982dbeef125cc5eb40e0349493055835a0ebe29028a0953a25d8522 \
+    --hash=sha256:d1969d3d0fd0c811b7485438460f0ae8cfe16d46b54bcb8d1c26e70914e67e3d \
+    --hash=sha256:df99c6f0085b1ec8e88beb5fd96d4371cef6fc19c202c41fc4fadc2afd55a157 \
+    --hash=sha256:e7c29e152d8ea060af60da9410fa8ef038f3c9068a206905ee5c704de78f6e87 \
+    --hash=sha256:e82b9da21853d4aee46811804dc7e136895f087fda25c7585172d95eb9b70833 \
+    --hash=sha256:ed99fb176979b1e3cf6830161f8e881beae54e80147b05fca31d9a67cb12fbca \
+    --hash=sha256:ef59db99b12a72d2646be3888d87f94c59e11cd07adc2f50a8130e83f07eb1cf \
+    --hash=sha256:f07477a4027711c22b3865e78dc9076335c03fcf318a6736159bf07e2a923125 \
+    --hash=sha256:f5b930753027ac599f70bb7e77d6a2256191fe582e6f3f0cd624d88f6c279fa4
+srsly==2.4.8 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:06d1733f4275eff4448e96521cc7dcd8fdabd68ba9b54ca012dcfa2690db2644 \
+    --hash=sha256:087e36439af517e259843df93eb34bb9e2d2881c34fa0f541589bcfbc757be97 \
+    --hash=sha256:0ac3e340e65a9fe265105705586aa56054dc3902789fcb9a8f860a218d6c0a00 \
+    --hash=sha256:0b070a58e21ab0e878fd949f932385abb4c53dd0acb6d3a7ee75d95d447bc609 \
+    --hash=sha256:17f3bcb418bb4cf443ed3d4dcb210e491bd9c1b7b0185e6ab10b6af3271e63b2 \
+    --hash=sha256:18685084e2e0cc47c25158cbbf3e44690e494ef77d6418c2aae0598c893f35b0 \
+    --hash=sha256:196b4261f9d6372d1d3d16d1216b90c7e370b4141471322777b7b3c39afd1210 \
+    --hash=sha256:24d05367b2571c0d08d00459636b951e3ca2a1e9216318c157331f09c33489d3 \
+    --hash=sha256:3fd661a1c4848deea2849b78f432a70c75d10968e902ca83c07c89c9b7050ab8 \
+    --hash=sha256:4750017e6d78590b02b12653e97edd25aefa4734281386cc27501d59b7481e4e \
+    --hash=sha256:50f10afe9230072c5aad9f6636115ea99b32c102f4c61e8236d8642c73ec7a13 \
+    --hash=sha256:5472ed9f581e10c32e79424c996cf54c46c42237759f4224806a0cd4bb770993 \
+    --hash=sha256:5a78ab9e9d177ee8731e950feb48c57380036d462b49e3fb61a67ce529ff5f60 \
+    --hash=sha256:5a9dc1da5cc94d77056b91ba38365c72ae08556b6345bef06257c7e9eccabafe \
+    --hash=sha256:6a60c905fd2c15e848ce1fc315fd34d8a9cc72c1dee022a0d8f4c62991131307 \
+    --hash=sha256:7347cff1eb4ef3fc335d9d4acc89588051b2df43799e5d944696ef43da79c873 \
+    --hash=sha256:7583c03d114b4478b7a357a1915305163e9eac2dfe080da900555c975cca2a11 \
+    --hash=sha256:7a919236a090fb93081fbd1cec030f675910f3863825b34a9afbcae71f643127 \
+    --hash=sha256:822a38b8cf112348f3accbc73274a94b7bf82515cb14a85ba586d126a5a72851 \
+    --hash=sha256:94ccdd2f6db824c31266aaf93e0f31c1c43b8bc531cd2b3a1d924e3c26a4f294 \
+    --hash=sha256:980a179cbf4eb5bc56f7507e53f76720d031bcf0cef52cd53c815720eb2fc30c \
+    --hash=sha256:98286d20014ed2067ad02b0be1e17c7e522255b188346e79ff266af51a54eb33 \
+    --hash=sha256:aa034cd582ba9e4a120c8f19efa263fcad0f10fc481e73fb8c0d603085f941c4 \
+    --hash=sha256:ace7ed4a0c20fa54d90032be32f9c656b6d75445168da78d14fe9080a0c208ad \
+    --hash=sha256:ad141d8a130cb085a0ed3a6638b643e2b591cb98a4591996780597a632acfe20 \
+    --hash=sha256:b24d95a65009c2447e0b49cda043ac53fecf4f09e358d87a57446458f91b8a91 \
+    --hash=sha256:be5b751ad88fdb58fb73871d456248c88204f213aaa3c9aab49b6a1802b3fa8d \
+    --hash=sha256:c994a89ba247a4d4f63ef9fdefb93aa3e1f98740e4800d5351ebd56992ac75e3 \
+    --hash=sha256:d2fd4bc081f1d6a6063396b6d97b00d98e86d9d3a3ac2949dba574a84e148080 \
+    --hash=sha256:db72d2974f91aee652d606c7def98744ca6b899bd7dd3009fd75ebe0b5a51034 \
+    --hash=sha256:dc0bf7b6f23c9ecb49ec0924dc645620276b41e160e9b283ed44ca004c060d79 \
+    --hash=sha256:e0b8d5722057000694edf105b8f492e7eb2f3aa6247a5f0c9170d1e0d074151c \
+    --hash=sha256:ec37233fe39af97b00bf20dc2ceda04d39b9ea19ce0ee605e16ece9785e11f65 \
+    --hash=sha256:ff8df21d00d73c371bead542cefef365ee87ca3a5660de292444021ff84e3b8c
+starlette==0.36.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044 \
+    --hash=sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080
+submitit==1.5.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:a08016daefb188420fb32412f627e2029a1a2d7484a55afe6b1892ff31928626 \
+    --hash=sha256:c62f3d50bf5070f89b94d79d83d1dca260eefd22a5b3a97eb1f3cd6a5a7b771c
+sympy==1.12 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5 \
+    --hash=sha256:ebf595c8dac3e0fdc4152c51878b498396ec7f30e7a914d6071e674d49420fb8
+thinc==8.2.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0d57bdf43e0acd1406d681bf988179f677cf1b385c86f744bf314d827383ce31 \
+    --hash=sha256:1df983af74952d4818703e6bac8af64fad338eaaef8b017fa05d372e3c68e577 \
+    --hash=sha256:27950dc8a14e1ead09dec329ad98edf1b8f7cc71ec9d5ce5f301073de9d7dadf \
+    --hash=sha256:2817bde75c92f98fee747efdbebca68d16158b808401c5a922ba54a5f2619e9b \
+    --hash=sha256:324e5d2c98f787d82d239cf33cee425e1c11e34a3c96cb3f4e1ee5661abef50c \
+    --hash=sha256:45c1a2880329eae53da1d77a4898b7fd30faad445b28fdf92c5557dbf6492ff0 \
+    --hash=sha256:45e6416e56d5101d0557e31cd06235d80fc89e9ac455ef1b444c440cb3c1ce64 \
+    --hash=sha256:4d29ee871cfd0d40f4a0436e154640c0965b163b91a088a85bcd5658c1cc3ed4 \
+    --hash=sha256:4d448c8a870f594125cbfadc91024ce67683eae5698207101d2ea4793ab222a1 \
+    --hash=sha256:53b48a6ae43b0e4054816a378163237b1d2120a49c71994682037437d64b7f84 \
+    --hash=sha256:5c899b25442ed915bc77fa4cf07e908dea1bccab7c4b8d854cc0b261026d6a06 \
+    --hash=sha256:5e6ebf63a185d7691b38655a184e30554fbe589805a802d97230eed07af8ea39 \
+    --hash=sha256:607223c178ae5fba36a3b35fa82d94a453694551bcfbe7f9ac04a01a9e87ebad \
+    --hash=sha256:78311a593b8bf3f03af52bf71d6b364463c598f3540ea8387c00017d2a0e0a5d \
+    --hash=sha256:83a6b46d5f0accf0c2b2e5ff05b1bffd4d99721513b6d0374574009b0aab292c \
+    --hash=sha256:8b0309d14bcfdad24b1e8bb87f8b245acfd7eb5305be466c284c788adf026ffa \
+    --hash=sha256:97605421b898441733fda24c6dda74a85325fbeebc808176857b0a8e6e7a9d47 \
+    --hash=sha256:9a29a9ca7a5060c923866f16ba7823a4540cfd708eafa7202ee89ac029e0b78b \
+    --hash=sha256:9db67f460dae2e3aada1ff166394ce13c2dabb4db93d6bd79cd256f5beab9599 \
+    --hash=sha256:a336f8cae7374d1768a52e63a5084a1208e30b8761eede113d2703e43e7839f1 \
+    --hash=sha256:a8709d114131680bc7c02b0c97817bd7692eda50beb7849c7908666cf15a6cfd \
+    --hash=sha256:aa65182424efda03be9359c3540928bf2985792f89826a76ee475c7c6b2ec64f \
+    --hash=sha256:aead20abe233adade3c37daeb9d08e5429dfcada81856b1f2b1b7e4a67a671a0 \
+    --hash=sha256:b9489ae7fec427064a50a0c3e7c661a95251756032e31316add2c8c13f98f93c \
+    --hash=sha256:bb7c64d0cb8066c47af9441cd611e89a0e2b28b85f2fffbdec791724c81e1915 \
+    --hash=sha256:bd25b781faae71c52ba053157ab1865f4163be1a6485e70a007855a037ba060f \
+    --hash=sha256:c11ab3236e56311568f1e84099bfbeea3a4ee2434758a32982b224ddf8bad9c5 \
+    --hash=sha256:ce0fb4e534c978ff4b429678ab28db2f81503549f97ed61b2b752c07c08b2083 \
+    --hash=sha256:d0a7f29ad534b6e761ee24d0c9e7402447e8ed4e772922795f77c98d88d7f99c \
+    --hash=sha256:d0bf3840d434e3dbdf294643e6d54d2042d0e652abc68dee16673f28269fc456 \
+    --hash=sha256:d9b81e3c1e89c8ed6dff5a8440f584cda623ec77a3bd8c0ed059936405b8a7ca \
+    --hash=sha256:f01a7107c36c4fc60b60fdbda30d76a0ac9bc8f4f9c7f6872db62250e2f836a5 \
+    --hash=sha256:f5afc5222912a80bda8bdcec958362a2ba538d7027dc8db6154845d2859dca76 \
+    --hash=sha256:fce09571619f344983f915f5deb5b8346304b56d3a9ae1bc5ac8c5872eee0738
+threadpoolctl==3.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262 \
+    --hash=sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196
+tiktoken==0.5.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1f2b3b253e22322b7f53a111e1f6d7ecfa199b4f08f3efdeb0480f4033b5cdc6 \
+    --hash=sha256:1fe99953b63aabc0c9536fbc91c3c9000d78e4755edc28cc2e10825372046a2d \
+    --hash=sha256:27e773564232004f4f810fd1f85236673ec3a56ed7f1206fc9ed8670ebedb97a \
+    --hash=sha256:2b0bae3fd56de1c0a5874fb6577667a3c75bf231a6cef599338820210c16e40a \
+    --hash=sha256:2b756a65d98b7cf760617a6b68762a23ab8b6ef79922be5afdb00f5e8a9f4e76 \
+    --hash=sha256:323cec0031358bc09aa965c2c5c1f9f59baf76e5b17e62dcc06d1bb9bc3a3c7c \
+    --hash=sha256:426e7def5f3f23645dada816be119fa61e587dfb4755de250e136b47a045c365 \
+    --hash=sha256:43ce0199f315776dec3ea7bf86f35df86d24b6fcde1babd3e53c38f17352442f \
+    --hash=sha256:46b8554b9f351561b1989157c6bb54462056f3d44e43aa4e671367c5d62535fc \
+    --hash=sha256:5abd9436f02e2c8eda5cce2ff8015ce91f33e782a7423de2a1859f772928f714 \
+    --hash=sha256:5d5a187ff9c786fae6aadd49f47f019ff19e99071dc5b0fe91bfecc94d37c686 \
+    --hash=sha256:709a5220891f2b56caad8327fab86281787704931ed484d9548f65598dea9ce4 \
+    --hash=sha256:714efb2f4a082635d9f5afe0bf7e62989b72b65ac52f004eb7ac939f506c03a4 \
+    --hash=sha256:74c90d2be0b4c1a2b3f7dde95cd976757817d4df080d6af0ee8d461568c2e2ad \
+    --hash=sha256:779c4dea5edd1d3178734d144d32231e0b814976bec1ec09636d1003ffe4725f \
+    --hash=sha256:7ef730db4097f5b13df8d960f7fdda2744fe21d203ea2bb80c120bb58661b155 \
+    --hash=sha256:8079ac065572fe0e7c696dbd63e1fdc12ce4cdca9933935d038689d4732451df \
+    --hash=sha256:92ed3bbf71a175a6a4e5fbfcdb2c422bdd72d9b20407e00f435cf22a68b4ea9b \
+    --hash=sha256:9b180a22db0bbcc447f691ffc3cf7a580e9e0587d87379e35e58b826ebf5bc7b \
+    --hash=sha256:a10488d1d1a5f9c9d2b2052fdb4cf807bba545818cb1ef724a7f5d44d9f7c3d4 \
+    --hash=sha256:a84657c083d458593c0235926b5c993eec0b586a2508d6a2020556e5347c2f0d \
+    --hash=sha256:b5dcfcf9bfb798e86fbce76d40a1d5d9e3f92131aecfa3d1e5c9ea1a20f1ef1a \
+    --hash=sha256:ba9873c253ca1f670e662192a0afcb72b41e0ba3e730f16c665099e12f4dac2d \
+    --hash=sha256:c008375c0f3d97c36e81725308699116cd5804fdac0f9b7afc732056329d2790 \
+    --hash=sha256:dcdc630461927718b317e6f8be7707bd0fc768cee1fdc78ddaa1e93f4dc6b2b1 \
+    --hash=sha256:e21840043dbe2e280e99ad41951c00eff8ee3b63daf57cd4c1508a3fd8583ea2 \
+    --hash=sha256:e4c73d47bdc1a3f1f66ffa019af0386c48effdc6e8797e5e76875f6388ff72e9 \
+    --hash=sha256:e529578d017045e2f0ed12d2e00e7e99f780f477234da4aae799ec4afca89f37 \
+    --hash=sha256:edd2ffbb789712d83fee19ab009949f998a35c51ad9f9beb39109357416344ff
+tokenizers==0.15.2 ; python_version >= "3.10" and python_version < "4.0" \
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+    --hash=sha256:e6e9c6e019dd5484be5beafc775ae6c925f4c69a3487040ed09b45e13df2cb91 \
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+    --hash=sha256:ea621a7eef4b70e1f7a4e84dd989ae3f0eeb50fc8690254eacc08acb623e82f1 \
+    --hash=sha256:f1b3b31884dc8e9b21508bb76da80ebf7308fdb947a17affce815665d5c4d028 \
+    --hash=sha256:f33dfbdec3784093a9aebb3680d1f91336c56d86cc70ddf88708251da1fe9064 \
+    --hash=sha256:f3f40604f5042ff210ba82743dda2b6aa3e55aa12df4e9f2378ee01a17e2855e \
+    --hash=sha256:f86593c18d2e6248e72fb91c77d413a815153b8ea4e31f7cd443bdf28e467670 \
+    --hash=sha256:fb16ba563d59003028b678d2361a27f7e4ae0ab29c7a80690efa20d829c81fdb
+tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11" \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+tomlkit==0.12.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:01f0477981119c7d8ee0f67ebe0297a7c95b14cf9f4b102b45486deb77018716 \
+    --hash=sha256:926f1f37a1587c7a4f6c7484dae538f1345d96d793d9adab5d3675957b1d0766
+toolz==0.12.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85 \
+    --hash=sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d
+torch==2.1.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:05661c32ec14bc3a157193d0f19a7b19d8e61eb787b33353cad30202c295e83b \
+    --hash=sha256:0bd691efea319b14ef239ede16d8a45c246916456fa3ed4f217d8af679433cc6 \
+    --hash=sha256:101c139152959cb20ab370fc192672c50093747906ee4ceace44d8dd703f29af \
+    --hash=sha256:2224622407ca52611cbc5b628106fde22ed8e679031f5a99ce286629fc696128 \
+    --hash=sha256:2419cf49aaf3b2336c7aa7a54a1b949fa295b1ae36f77e2aecb3a74e3a947255 \
+    --hash=sha256:3cd1dedff13884d890f18eea620184fb4cd8fd3c68ce3300498f427ae93aa962 \
+    --hash=sha256:421739685eba5e0beba42cb649740b15d44b0d565c04e6ed667b41148734a75b \
+    --hash=sha256:458a6d6d8f7d2ccc348ac4d62ea661b39a3592ad15be385bebd0a31ced7e00f4 \
+    --hash=sha256:556d8dd3e0c290ed9d4d7de598a213fb9f7c59135b4fee144364a8a887016a55 \
+    --hash=sha256:5c3bfa91ce25ba10116c224c59d5b64cdcce07161321d978bd5a1f15e1ebce72 \
+    --hash=sha256:601b0a2a9d9233fb4b81f7d47dca9680d4f3a78ca3f781078b6ad1ced8a90523 \
+    --hash=sha256:6ad491e70dbe4288d17fdbfc7fbfa766d66cbe219bc4871c7a8096f4a37c98df \
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+    --hash=sha256:c8bf7eaf9514465e5d9101e05195183470a6215bb50295c61b52302a04edb690 \
+    --hash=sha256:de7d63c6ecece118684415a3dbd4805af4a4c1ee1490cccf7405d8c240a481b4 \
+    --hash=sha256:fb7bf0cc1a3db484eb5d713942a93172f3bac026fcb377a0cd107093d2eba777
+torchaudio==2.1.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:010f63fe766787e058989ffadd793daadd946ce1de903be171087938cdbdc1d7 \
+    --hash=sha256:08818dc390fb398974b7d68ec9fafb16345b3366fa884139a04a062e9cb60684 \
+    --hash=sha256:0a337db1d5f134d2168870ea0bc026107af0fe1e80ad7d93dee002daae5fe363 \
+    --hash=sha256:1602cafb47dd04a61a9b0d77f79721979dacbc844de73174b84467992237c9b2 \
+    --hash=sha256:1cce2133f7b9f813ff146dffccfdb616b73932cec2fc69aa3a4189b8a8b17f8d \
+    --hash=sha256:328e5f36830e886c2b6f2a35868858aa464b9c1aae3c87d70b2b4fac3721b822 \
+    --hash=sha256:349f7b1c28724445fc460f2ec9f60631a5a335dfaebad36994bd11ce22056b1e \
+    --hash=sha256:34f66c7171330e3213bf7d76a9efda51067857411aac60d70570239c9ed8c56d \
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+    --hash=sha256:6dd5933188154cb8bd9e634c7812186c1df382a6b5d7be471e894fb488a6757e \
+    --hash=sha256:8bd1eef53c353cea7eb6cbe1013cbd9e51c48987e19d06bdbb29a22846b8c6b1 \
+    --hash=sha256:96a635120c6dd35926aafe1f20bbaf5325c775813082832dde6df390cc8be90e \
+    --hash=sha256:b2cd0873d24645b67c7e269c8a24bd160b8214874207ba90fbc133a482e85b6e \
+    --hash=sha256:cd6f29c78358b632ff7123929e5358dbdf0505849811b57e7108cbd2af42bb44 \
+    --hash=sha256:e91f31e17e2c341a39143197aa552abc55066c178065fa2524b27630e39505cc \
+    --hash=sha256:ed92f59d8863578298b3f238cfc6c4c74251598c9e4642246731ba0b8043a033 \
+    --hash=sha256:eddd74545d73a74c424936fdc98d817b139be994185eebf60c7663f578118a47 \
+    --hash=sha256:fc97182abab2065d8bbf56f3732883e40acfcfec38f2581c97710b1fca93c4a7
+torchmetrics==1.3.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0a67694a4c4265eeb54cda741eaf5cb1f3a71da74b7e7e6215ad156c9f2379f6 \
+    --hash=sha256:44ca3a9f86dc050cb3f554836ef291698ea797778457195b4f685fce8e2e64a3
+tqdm==4.66.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9 \
+    --hash=sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531
+transformers==4.39.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8388a4ae1d91ade935f5c5b36dc47aa1a352b092c30595e3337b49a5f7e71b4e \
+    --hash=sha256:be0c7392cb92ab48efab2656f1cfd1cbda33b2b8a2917a18bd1196707dbebe14
+treetable==0.2.5 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:29c95b797a8ecff4bb894cb7b103e39a78c905ab78a88a9a247de30c87743a2f
+typer==0.9.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb \
+    --hash=sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f
+typer[all]==0.9.4 ; python_version >= "3.10" and python_version < "4.0" and sys_platform != "emscripten" \
+    --hash=sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb \
+    --hash=sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f
+typing-extensions==4.10.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475 \
+    --hash=sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb
+tyro==0.7.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:4502347518b2364f9219486f9e6b97788146f67ee7900f3c499043c2c7c0be4b \
+    --hash=sha256:d44fefe04b581714f7d59d8fc8efb1f373b366da16e5acce2074994c9da52187
+tzdata==2024.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
+    --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
+urllib3==2.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d \
+    --hash=sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19
+uvicorn==0.27.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a \
+    --hash=sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4
+virtualenv==20.25.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a \
+    --hash=sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197
+wasabi==1.1.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0a3f933c4bf0ed3f93071132c1b87549733256d6c8de6473c5f7ed2e171b5cf9 \
+    --hash=sha256:1aaef3aceaa32edb9c91330d29d3936c0c39fdb965743549c173cb54b16c30b5
+weasel==0.3.4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:eb16f92dc9f1a3ffa89c165e3a9acd28018ebb656e0da4da02c0d7d8ae3f6178 \
+    --hash=sha256:ee48a944f051d007201c2ea1661d0c41035028c5d5a8bcb29a0b10f1100206ae
+websockets==11.0.3 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:01f5567d9cf6f502d655151645d4e8b72b453413d3819d2b6f1185abc23e82dd \
+    --hash=sha256:03aae4edc0b1c68498f41a6772d80ac7c1e33c06c6ffa2ac1c27a07653e79d6f \
+    --hash=sha256:0ac56b661e60edd453585f4bd68eb6a29ae25b5184fd5ba51e97652580458998 \
+    --hash=sha256:0ee68fe502f9031f19d495dae2c268830df2760c0524cbac5d759921ba8c8e82 \
+    --hash=sha256:1553cb82942b2a74dd9b15a018dce645d4e68674de2ca31ff13ebc2d9f283788 \
+    --hash=sha256:1a073fc9ab1c8aff37c99f11f1641e16da517770e31a37265d2755282a5d28aa \
+    --hash=sha256:1d2256283fa4b7f4c7d7d3e84dc2ece74d341bce57d5b9bf385df109c2a1a82f \
+    --hash=sha256:1d5023a4b6a5b183dc838808087033ec5df77580485fc533e7dab2567851b0a4 \
+    --hash=sha256:1fdf26fa8a6a592f8f9235285b8affa72748dc12e964a5518c6c5e8f916716f7 \
+    --hash=sha256:2529338a6ff0eb0b50c7be33dc3d0e456381157a31eefc561771ee431134a97f \
+    --hash=sha256:279e5de4671e79a9ac877427f4ac4ce93751b8823f276b681d04b2156713b9dd \
+    --hash=sha256:2d903ad4419f5b472de90cd2d40384573b25da71e33519a67797de17ef849b69 \
+    --hash=sha256:332d126167ddddec94597c2365537baf9ff62dfcc9db4266f263d455f2f031cb \
+    --hash=sha256:34fd59a4ac42dff6d4681d8843217137f6bc85ed29722f2f7222bd619d15e95b \
+    --hash=sha256:3580dd9c1ad0701169e4d6fc41e878ffe05e6bdcaf3c412f9d559389d0c9e016 \
+    --hash=sha256:3ccc8a0c387629aec40f2fc9fdcb4b9d5431954f934da3eaf16cdc94f67dbfac \
+    --hash=sha256:41f696ba95cd92dc047e46b41b26dd24518384749ed0d99bea0a941ca87404c4 \
+    --hash=sha256:42cc5452a54a8e46a032521d7365da775823e21bfba2895fb7b77633cce031bb \
+    --hash=sha256:4841ed00f1026dfbced6fca7d963c4e7043aa832648671b5138008dc5a8f6d99 \
+    --hash=sha256:4b253869ea05a5a073ebfdcb5cb3b0266a57c3764cf6fe114e4cd90f4bfa5f5e \
+    --hash=sha256:54c6e5b3d3a8936a4ab6870d46bdd6ec500ad62bde9e44462c32d18f1e9a8e54 \
+    --hash=sha256:619d9f06372b3a42bc29d0cd0354c9bb9fb39c2cbc1a9c5025b4538738dbffaf \
+    --hash=sha256:6505c1b31274723ccaf5f515c1824a4ad2f0d191cec942666b3d0f3aa4cb4007 \
+    --hash=sha256:660e2d9068d2bedc0912af508f30bbeb505bbbf9774d98def45f68278cea20d3 \
+    --hash=sha256:6681ba9e7f8f3b19440921e99efbb40fc89f26cd71bf539e45d8c8a25c976dc6 \
+    --hash=sha256:68b977f21ce443d6d378dbd5ca38621755f2063d6fdb3335bda981d552cfff86 \
+    --hash=sha256:69269f3a0b472e91125b503d3c0b3566bda26da0a3261c49f0027eb6075086d1 \
+    --hash=sha256:6f1a3f10f836fab6ca6efa97bb952300b20ae56b409414ca85bff2ad241d2a61 \
+    --hash=sha256:7622a89d696fc87af8e8d280d9b421db5133ef5b29d3f7a1ce9f1a7bf7fcfa11 \
+    --hash=sha256:777354ee16f02f643a4c7f2b3eff8027a33c9861edc691a2003531f5da4f6bc8 \
+    --hash=sha256:84d27a4832cc1a0ee07cdcf2b0629a8a72db73f4cf6de6f0904f6661227f256f \
+    --hash=sha256:8531fdcad636d82c517b26a448dcfe62f720e1922b33c81ce695d0edb91eb931 \
+    --hash=sha256:86d2a77fd490ae3ff6fae1c6ceaecad063d3cc2320b44377efdde79880e11526 \
+    --hash=sha256:88fc51d9a26b10fc331be344f1781224a375b78488fc343620184e95a4b27016 \
+    --hash=sha256:8a34e13a62a59c871064dfd8ffb150867e54291e46d4a7cf11d02c94a5275bae \
+    --hash=sha256:8c82f11964f010053e13daafdc7154ce7385ecc538989a354ccc7067fd7028fd \
+    --hash=sha256:92b2065d642bf8c0a82d59e59053dd2fdde64d4ed44efe4870fa816c1232647b \
+    --hash=sha256:97b52894d948d2f6ea480171a27122d77af14ced35f62e5c892ca2fae9344311 \
+    --hash=sha256:9d9acd80072abcc98bd2c86c3c9cd4ac2347b5a5a0cae7ed5c0ee5675f86d9af \
+    --hash=sha256:9f59a3c656fef341a99e3d63189852be7084c0e54b75734cde571182c087b152 \
+    --hash=sha256:aa5003845cdd21ac0dc6c9bf661c5beddd01116f6eb9eb3c8e272353d45b3288 \
+    --hash=sha256:b16fff62b45eccb9c7abb18e60e7e446998093cdcb50fed33134b9b6878836de \
+    --hash=sha256:b30c6590146e53149f04e85a6e4fcae068df4289e31e4aee1fdf56a0dead8f97 \
+    --hash=sha256:b58cbf0697721120866820b89f93659abc31c1e876bf20d0b3d03cef14faf84d \
+    --hash=sha256:b67c6f5e5a401fc56394f191f00f9b3811fe843ee93f4a70df3c389d1adf857d \
+    --hash=sha256:bceab846bac555aff6427d060f2fcfff71042dba6f5fca7dc4f75cac815e57ca \
+    --hash=sha256:bee9fcb41db2a23bed96c6b6ead6489702c12334ea20a297aa095ce6d31370d0 \
+    --hash=sha256:c114e8da9b475739dde229fd3bc6b05a6537a88a578358bc8eb29b4030fac9c9 \
+    --hash=sha256:c1f0524f203e3bd35149f12157438f406eff2e4fb30f71221c8a5eceb3617b6b \
+    --hash=sha256:c792ea4eabc0159535608fc5658a74d1a81020eb35195dd63214dcf07556f67e \
+    --hash=sha256:c7f3cb904cce8e1be667c7e6fef4516b98d1a6a0635a58a57528d577ac18a128 \
+    --hash=sha256:d67ac60a307f760c6e65dad586f556dde58e683fab03323221a4e530ead6f74d \
+    --hash=sha256:dcacf2c7a6c3a84e720d1bb2b543c675bf6c40e460300b628bab1b1efc7c034c \
+    --hash=sha256:de36fe9c02995c7e6ae6efe2e205816f5f00c22fd1fbf343d4d18c3d5ceac2f5 \
+    --hash=sha256:def07915168ac8f7853812cc593c71185a16216e9e4fa886358a17ed0fd9fcf6 \
+    --hash=sha256:df41b9bc27c2c25b486bae7cf42fccdc52ff181c8c387bfd026624a491c2671b \
+    --hash=sha256:e052b8467dd07d4943936009f46ae5ce7b908ddcac3fda581656b1b19c083d9b \
+    --hash=sha256:e063b1865974611313a3849d43f2c3f5368093691349cf3c7c8f8f75ad7cb280 \
+    --hash=sha256:e1459677e5d12be8bbc7584c35b992eea142911a6236a3278b9b5ce3326f282c \
+    --hash=sha256:e1a99a7a71631f0efe727c10edfba09ea6bee4166a6f9c19aafb6c0b5917d09c \
+    --hash=sha256:e590228200fcfc7e9109509e4d9125eace2042fd52b595dd22bbc34bb282307f \
+    --hash=sha256:e6316827e3e79b7b8e7d8e3b08f4e331af91a48e794d5d8b099928b6f0b85f20 \
+    --hash=sha256:e7837cb169eca3b3ae94cc5787c4fed99eef74c0ab9506756eea335e0d6f3ed8 \
+    --hash=sha256:e848f46a58b9fcf3d06061d17be388caf70ea5b8cc3466251963c8345e13f7eb \
+    --hash=sha256:ed058398f55163a79bb9f06a90ef9ccc063b204bb346c4de78efc5d15abfe602 \
+    --hash=sha256:f2e58f2c36cc52d41f2659e4c0cbf7353e28c8c9e63e30d8c6d3494dc9fdedcf \
+    --hash=sha256:f467ba0050b7de85016b43f5a22b46383ef004c4f672148a8abf32bc999a87f0 \
+    --hash=sha256:f61bdb1df43dc9c131791fbc2355535f9024b9a04398d3bd0684fc16ab07df74 \
+    --hash=sha256:fb06eea71a00a7af0ae6aefbb932fb8a7df3cb390cc217d51a9ad7343de1b8d0 \
+    --hash=sha256:ffd7dcaf744f25f82190856bc26ed81721508fc5cbf2a330751e135ff1283564
+win32-setctime==1.1.0 ; python_version >= "3.10" and python_version < "4.0" and sys_platform == "win32" \
+    --hash=sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2 \
+    --hash=sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad
+xformers==0.0.22.post7 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0bf779c685c8d610d32850d886df9ae7f6c72dfa115b3fe375308bfe8e04effc \
+    --hash=sha256:0ea555b39accebd8b351f34b9ff96a82fb28136043d3db78a1403e92ff17a182 \
+    --hash=sha256:44c33373976705b1f3c5729a5ed24165b21536e3d3eedc58dd60ce68d3603f89 \
+    --hash=sha256:479a42055ab23a9cfc0d329656d12cc7e6a6e71b49ae4874bd01d8276dfd47ef \
+    --hash=sha256:58af99cdec4399f57e4a77fe341bf17c26a3d65e5f526b87b5dc887ad70115ca \
+    --hash=sha256:59c3ff4aff3284726961e8cff4135d0b4b7592db9a8c29ba4d3f22a7df152af9 \
+    --hash=sha256:5fcb0eb6eb0a6b78f6f866ea90ffbef955f8c903afd1e2fd934c1619eabb042e \
+    --hash=sha256:7d237ce3d1b4de68cff3e939991a05f83b5c3213471e9bc2fc986c92beb2184a \
+    --hash=sha256:fd3c88b4aa4cd5b6aa1ee162c42c649a6dd0555fd54eaed0d1158fe50f8b1517
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..d9dc060
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,6 @@
+from setuptools import find_packages, setup  # type: ignore
+
+setup(
+    name="fam",
+    packages=find_packages(".", exclude=["tests"]),
+)