diff --git a/discord_tron_client/classes/image_manipulation/diffusion.py b/discord_tron_client/classes/image_manipulation/diffusion.py
index e657c26..ab2364f 100644
--- a/discord_tron_client/classes/image_manipulation/diffusion.py
+++ b/discord_tron_client/classes/image_manipulation/diffusion.py
@@ -391,19 +391,19 @@ def get_pipe(
                 if config.enable_compile() and hasattr(
                     self.pipelines[model_id], "unet"
                 ):
-                    torch._dynamo.config.suppress_errors = True
+                    # torch._dynamo.config.suppress_errors = True
                     self.pipelines[model_id].unet = torch.compile(
                         self.pipelines[model_id].unet,
-                        mode="reduce-overhead",
+                        mode="max-autotune",
                         fullgraph=True,
                     )
                 if config.enable_compile() and hasattr(
                     self.pipelines[model_id], "transformer"
                 ):
-                    torch._dynamo.config.suppress_errors = True
+                    # torch._dynamo.config.suppress_errors = True
                     self.pipelines[model_id].transformer = torch.compile(
                         self.pipelines[model_id].transformer,
-                        mode="reduce-overhead",
+                        mode="max-autotune",
                         fullgraph=True,
                     )
                 if (
@@ -411,7 +411,7 @@ def get_pipe(
                     and config.enable_compile()
                 ):
                     self.pipelines[model_id].controlnet = torch.compile(
-                        self.pipelines[model_id].controlnet, fullgraph=True
+                        self.pipelines[model_id].controlnet, mode="max-autotune", fullgraph=True
                     )
         else:
             logger.info(f"Keeping existing pipeline. Not creating any new ones.")
diff --git a/discord_tron_client/classes/image_manipulation/pipeline_runners/sd3_runner.py b/discord_tron_client/classes/image_manipulation/pipeline_runners/sd3_runner.py
index f5fd697..8dac23d 100644
--- a/discord_tron_client/classes/image_manipulation/pipeline_runners/sd3_runner.py
+++ b/discord_tron_client/classes/image_manipulation/pipeline_runners/sd3_runner.py
@@ -53,7 +53,7 @@ def __call__(self, **args):
         if "skip_layer_guidance_end" in args:
             args["skip_layer_guidance_end"] = float(args["skip_layer_guidance_end"])
         if "skip_layer_guidance_scale" in args:
-            args["skip_layer_guidance_end"] = float(args["skip_layer_guidance_scale"])
+            args["skip_layer_guidance_scale"] = float(args["skip_layer_guidance_scale"])
         if "skip_guidance_layers" in args and type(args["skip_guidance_layers"]) == str:
             if args["skip_guidance_layers"].lower() == "none":
                 args["skip_guidance_layers"] = None
diff --git a/poetry.lock b/poetry.lock
index fc43482..a467663 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -69,13 +69,13 @@ reference = "default"
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
-    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [package.source]
@@ -85,112 +85,98 @@ reference = "default"
 
 [[package]]
 name = "aiohttp"
-version = "3.10.5"
+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
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 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -202,13 +188,13 @@ reference = "default"
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
-    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
 ]
 
 [package.dependencies]
@@ -219,6 +205,22 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "default"
+
 [[package]]
 name = "astunparse"
 version = "1.6.3"
@@ -241,13 +243,13 @@ reference = "default"
 
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
-    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
 ]
 
 [package.source]
@@ -257,19 +259,19 @@ reference = "default"
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -390,13 +392,13 @@ reference = "default"
 
 [[package]]
 name = "blinker"
-version = "1.8.2"
+version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "blinker-1.8.2-py3-none-any.whl", hash = "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01"},
-    {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
+    {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
+    {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
 [package.source]
@@ -406,17 +408,17 @@ reference = "default"
 
 [[package]]
 name = "boto3"
-version = "1.35.18"
+version = "1.35.92"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.35.18-py3-none-any.whl", hash = "sha256:71e237d3997cf93425947854d7b121c577944f391ba633afb0659e1015364704"},
-    {file = "boto3-1.35.18.tar.gz", hash = "sha256:fd130308f1f49d748a5fc63de92de79a995b51c79af3947ddde8815fcf0684fe"},
+    {file = "boto3-1.35.92-py3-none-any.whl", hash = "sha256:786930d5f1cd13d03db59ff2abbb2b7ffc173fd66646d5d8bee07f316a5f16ca"},
+    {file = "boto3-1.35.92.tar.gz", hash = "sha256:f7851cb320dcb2a53fc73b4075187ec9b05d51291539601fa238623fdc0e8cd3"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.18,<1.36.0"
+botocore = ">=1.35.92,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -430,13 +432,13 @@ reference = "default"
 
 [[package]]
 name = "botocore"
-version = "1.35.18"
+version = "1.35.92"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.35.18-py3-none-any.whl", hash = "sha256:1027083aeb1fe74057273410fd768e018e22f85adfbd717b5a69f578f7812b80"},
-    {file = "botocore-1.35.18.tar.gz", hash = "sha256:e59da8b91ab06683d2725b6cbbb0383b30c68a241c3c63363f4c5bff59b3c0c0"},
+    {file = "botocore-1.35.92-py3-none-any.whl", hash = "sha256:f94ae1e056a675bd67c8af98a6858d06e3927d974d6c712ed6e27bb1d11bee1d"},
+    {file = "botocore-1.35.92.tar.gz", hash = "sha256:caa7d5d857fed5b3d694b89c45f82b9f938f840e90a4eb7bf50aa65da2ba8f82"},
 ]
 
 [package.dependencies]
@@ -445,7 +447,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.21.5)"]
+crt = ["awscrt (==0.22.0)"]
 
 [package.source]
 type = "legacy"
@@ -454,13 +456,13 @@ reference = "default"
 
 [[package]]
 name = "build"
-version = "1.2.2"
+version = "1.2.2.post1"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "build-1.2.2-py3-none-any.whl", hash = "sha256:277ccc71619d98afdd841a0e96ac9fe1593b823af481d3b0cea748e8894e0613"},
-    {file = "build-1.2.2.tar.gz", hash = "sha256:119b2fb462adef986483438377a13b2f42064a2a3a4161f24a0cca698a07ac8c"},
+    {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
+    {file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
 ]
 
 [package.dependencies]
@@ -484,13 +486,13 @@ reference = "default"
 
 [[package]]
 name = "cachecontrol"
-version = "0.14.0"
+version = "0.14.1"
 description = "httplib2 caching for requests"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"},
-    {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"},
+    {file = "cachecontrol-0.14.1-py3-none-any.whl", hash = "sha256:65e3abd62b06382ce3894df60dde9e0deb92aeb734724f68fa4f3b91e97206b9"},
+    {file = "cachecontrol-0.14.1.tar.gz", hash = "sha256:06ef916a1e4eb7dba9948cdfc9c76e749db2e02104a9a1277e8b642591a0f717"},
 ]
 
 [package.dependencies]
@@ -499,7 +501,7 @@ msgpack = ">=0.5.2,<2.0.0"
 requests = ">=2.16.0"
 
 [package.extras]
-dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "mypy", "pytest", "pytest-cov", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
+dev = ["CacheControl[filecache,redis]", "build", "cherrypy", "codespell[tomli]", "furo", "mypy", "pytest", "pytest-cov", "ruff", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
@@ -510,13 +512,13 @@ reference = "default"
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [package.source]
@@ -610,101 +612,103 @@ reference = "default"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
 files = [
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@@ -758,13 +762,13 @@ reference = "default"
 
 [[package]]
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+version = "8.1.8"
 description = "Composable command line interface toolkit"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1080,7 +1084,7 @@ training = ["Jinja2", "accelerate (>=0.31.0)", "datasets", "peft (>=0.6.0)", "pr
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 url = "https://github.com/huggingface/diffusers"
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+resolved_reference = "fdcbbdf0bb4fb6ae3c2b676af525fced84aa9850"
 
 [[package]]
 name = "discord-py-slash-command"
@@ -1124,13 +1128,13 @@ reference = "default"
 
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 [package.source]
@@ -1318,13 +1322,13 @@ reference = "default"
 
 [[package]]
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+version = "2.21.1"
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 python-versions = "*"
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@@ -1337,18 +1341,18 @@ reference = "default"
 
 [[package]]
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+version = "3.16.1"
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 python-versions = ">=3.8"
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 [package.source]
@@ -1405,13 +1409,13 @@ reference = "default"
 
 [[package]]
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 python-versions = "*"
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 [package.source]
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 python-versions = ">=3.8"
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 [package.dependencies]
-cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
-greenlet = [
-    {version = ">=3.0rc3", markers = "platform_python_implementation == \"CPython\" and python_version >= \"3.11\""},
-    {version = ">=2.0.0", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""},
-]
+cffi = {version = ">=1.17.1", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
+greenlet = {version = ">=3.1.1", markers = "platform_python_implementation == \"CPython\""}
 "zope.event" = "*"
 "zope.interface" = "*"
 
@@ -1762,8 +1775,8 @@ greenlet = [
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 docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"]
 monitor = ["psutil (>=5.7.0)"]
-recommended = ["cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"]
-test = ["cffi (>=1.12.2)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"]
+recommended = ["cffi (>=1.17.1)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"]
+test = ["cffi (>=1.17.1)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"]
 
 [package.source]
 type = "legacy"
@@ -1802,13 +1815,13 @@ reference = "default"
 
 [[package]]
 name = "gitdb"
-version = "4.0.11"
+version = "4.0.12"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1821,20 +1834,20 @@ reference = "default"
 
 [[package]]
 name = "gitpython"
-version = "3.1.43"
+version = "3.1.44"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
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 [package.source]
@@ -1864,77 +1877,84 @@ reference = "default"
 
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 [package.extras]
@@ -1948,61 +1968,70 @@ reference = "default"
 
 [[package]]
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 description = "HTTP/2-based RPC framework"
 optional = false
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 [[package]]
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 python-versions = ">=3.6"
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 url = "https://pypi.org/simple"
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 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
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 python-versions = ">=3.7"
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 [package.source]
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 [[package]]
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+version = "0.7.4"
 description = "Open Source Differentiable Computer Vision Library for PyTorch"
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 [package.dependencies]
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 [package.extras]
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 [package.source]
@@ -2626,47 +2629,49 @@ reference = "default"
 
 [[package]]
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+version = "0.1.8"
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 [package.source]
@@ -3334,20 +3340,21 @@ reference = "default"
 
 [[package]]
 name = "networkx"
-version = "3.3"
+version = "3.4.2"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
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 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
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-version = "3.3.0"
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 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
-tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
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 typing = ["typing-extensions"]
 xmp = ["defusedxml"]
 
@@ -4021,13 +4032,13 @@ reference = "default"
 
 [[package]]
 name = "pkginfo"
-version = "1.11.1"
+version = "1.12.0"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -4040,13 +4051,13 @@ reference = "default"
 
 [[package]]
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-version = "4.3.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 python-versions = ">=3.8"
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 [package.extras]
@@ -4061,13 +4072,13 @@ reference = "default"
 
 [[package]]
 name = "poetry"
-version = "1.8.3"
+version = "1.8.5"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = ">=3.8,<4.0"
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 [package.dependencies]
@@ -4081,9 +4092,9 @@ installer = ">=0.7.0,<0.8.0"
 keyring = ">=24.0.0,<25.0.0"
 packaging = ">=23.1"
 pexpect = ">=4.7.0,<5.0.0"
-pkginfo = ">=1.10,<2.0"
+pkginfo = ">=1.12,<2.0"
 platformdirs = ">=3.0.0,<5"
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 poetry-plugin-export = ">=1.6.0,<2.0.0"
 pyproject-hooks = ">=1.0.0,<2.0.0"
 requests = ">=2.26,<3.0"
@@ -4092,7 +4103,7 @@ shellingham = ">=1.5,<2.0"
 tomli = {version = ">=2.0.1,<3.0.0", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.11.4,<1.0.0"
 trove-classifiers = ">=2022.5.19"
-virtualenv = ">=20.23.0,<21.0.0"
+virtualenv = ">=20.26.6,<21.0.0"
 xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
 
 [package.source]
@@ -4102,13 +4113,13 @@ reference = "default"
 
 [[package]]
 name = "poetry-core"
-version = "1.9.0"
+version = "1.9.1"
 description = "Poetry PEP 517 Build Backend"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 ]
 
 [package.source]
@@ -4136,24 +4147,120 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
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 [package.extras]
-full = ["numpy"]
+all = ["numpy"]
 
 [package.source]
 type = "legacy"
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 name = "regex"
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 [package.source]
@@ -4987,13 +5223,13 @@ reference = "default"
 
 [[package]]
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 description = "An Amazon S3 Transfer Manager"
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 [package.dependencies]
@@ -5146,50 +5382,50 @@ reference = "default"
 
 [[package]]
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+version = "0.25.0"
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 optional = false
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 type = "legacy"
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 flask = ["blinker (>=1.1)", "flask (>=0.11)", "markupsafe"]
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 loguru = ["loguru (>=0.5)"]
 openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
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 pymongo = ["pymongo (>=3.1)"]
 pyspark = ["pyspark (>=2.4.4)"]
 quart = ["blinker (>=1.1)", "quart (>=0.16.1)"]
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 [package.dependencies]
@@ -5762,25 +6005,25 @@ flatbuffers = ">=24.3.25"
 gast = ">=0.2.1,<0.5.0 || >0.5.0,<0.5.1 || >0.5.1,<0.5.2 || >0.5.2"
 google-pasta = ">=0.1.1"
 grpcio = ">=1.24.3,<2.0"
-h5py = ">=3.10.0"
-keras = ">=3.2.0"
+h5py = ">=3.11.0"
+keras = ">=3.5.0"
 libclang = ">=13.0.0"
-ml-dtypes = ">=0.3.1,<0.5.0"
-numpy = {version = ">=1.23.5,<2.0.0", markers = "python_version <= \"3.11\""}
+ml-dtypes = ">=0.4.0,<0.5.0"
+numpy = ">=1.26.0,<2.1.0"
 opt-einsum = ">=2.3.2"
 packaging = "*"
-protobuf = ">=3.20.3,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
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 requests = ">=2.21.0,<3"
 setuptools = "*"
 six = ">=1.12.0"
-tensorboard = ">=2.17,<2.18"
+tensorboard = ">=2.18,<2.19"
 tensorflow-io-gcs-filesystem = {version = ">=0.23.1", markers = "python_version < \"3.12\""}
 termcolor = ">=1.1.0"
 typing-extensions = ">=3.6.6"
 wrapt = ">=1.11.0"
 
 [package.extras]
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 [package.source]
 type = "legacy"
@@ -5826,13 +6069,13 @@ reference = "default"
 
 [[package]]
 name = "termcolor"
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+version = "2.5.0"
 description = "ANSI color formatting for output in terminal"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -5845,25 +6088,25 @@ reference = "default"
 
 [[package]]
 name = "tifffile"
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+version = "2024.12.12"
 description = "Read and write TIFF files"
 optional = false
-python-versions = ">=3.9"
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 [package.dependencies]
 numpy = "*"
 
 [package.extras]
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+all = ["defusedxml", "fsspec", "imagecodecs (>=2023.8.12)", "lxml", "matplotlib", "zarr (<3)"]
 codecs = ["imagecodecs (>=2023.8.12)"]
 plot = ["matplotlib"]
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 xml = ["defusedxml", "lxml"]
-zarr = ["fsspec", "zarr"]
+zarr = ["fsspec", "zarr (<3)"]
 
 [package.source]
 type = "legacy"
@@ -5922,13 +6165,13 @@ reference = "default"
 
 [[package]]
 name = "timm"
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+version = "1.0.12"
 description = "PyTorch Image Models"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -5998,13 +6241,43 @@ reference = "default"
 
 [[package]]
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 ]
 
 [package.source]
@@ -6103,13 +6376,13 @@ reference = "pytorch"
 
 [[package]]
 name = "torchdiffeq"
-version = "0.2.4"
+version = "0.2.5"
 description = "ODE solvers and adjoint sensitivity analysis in PyTorch."
 optional = false
 python-versions = "~=3.6"
 files = [
-    {file = "torchdiffeq-0.2.4-py3-none-any.whl", hash = "sha256:70b7e5afb373af0aded660588aaeb63c2a56c7064ae7c3037ffc12a1bad16b28"},
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+    {file = "torchdiffeq-0.2.5-py3-none-any.whl", hash = "sha256:aa1db4bed13bd04952f28a53cdf4336d1ab60417c1d9698d7a239fec1cf2bcf8"},
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 ]
 
 [package.dependencies]
@@ -6206,20 +6479,21 @@ reference = "pytorch"
 
 [[package]]
 name = "tqdm"
-version = "4.66.5"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -6347,13 +6621,13 @@ reference = "default"
 
 [[package]]
 name = "trove-classifiers"
-version = "2024.9.12"
+version = "2024.10.21.16"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.source]
@@ -6379,13 +6653,13 @@ reference = "default"
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
@@ -6401,13 +6675,13 @@ reference = "default"
 
 [[package]]
 name = "virtualenv"
-version = "20.26.4"
+version = "20.28.1"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6426,19 +6700,22 @@ reference = "default"
 
 [[package]]
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-version = "0.18.0"
+version = "0.19.1"
 description = "A CLI and library for interacting with the Weights & Biases API."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6448,11 +6725,13 @@ gitpython = ">=1.0.0,<3.1.29 || >3.1.29"
 platformdirs = "*"
 protobuf = {version = ">=3.19.0,<4.21.0 || >4.21.0,<5.28.0 || >5.28.0,<6", markers = "python_version > \"3.9\" or sys_platform != \"linux\""}
 psutil = ">=5.0.0"
+pydantic = ">=2.6,<3"
 pyyaml = "*"
 requests = ">=2.0.0,<3"
-sentry-sdk = ">=1.0.0"
+sentry-sdk = ">=2.0.0"
 setproctitle = "*"
 setuptools = "*"
+typing-extensions = {version = ">=4.4,<5", markers = "python_version < \"3.12\""}
 
 [package.extras]
 aws = ["boto3"]
@@ -6461,7 +6740,7 @@ gcp = ["google-cloud-storage"]
 importers = ["filelock", "mlflow", "polars (<=1.2.1)", "rich", "tenacity"]
 kubeflow = ["google-cloud-storage", "kubernetes", "minio", "sh"]
 launch = ["awscli", "azure-containerregistry", "azure-identity", "azure-storage-blob", "boto3", "botocore", "chardet", "google-auth", "google-cloud-aiplatform", "google-cloud-artifact-registry", "google-cloud-compute", "google-cloud-storage", "iso8601", "jsonschema", "kubernetes", "kubernetes-asyncio", "nbconvert", "nbformat", "optuna", "pydantic", "pyyaml (>=6.0.0)", "tomli", "typing-extensions"]
-media = ["bokeh", "moviepy", "numpy", "pillow", "plotly (>=5.18.0)", "rdkit-pypi", "soundfile"]
+media = ["bokeh", "imageio", "moviepy", "numpy", "pillow", "plotly (>=5.18.0)", "rdkit", "soundfile"]
 models = ["cloudpickle"]
 perf = ["orjson"]
 sweeps = ["sweeps (>=0.2.0)"]
@@ -6592,13 +6871,13 @@ reference = "default"
 
 [[package]]
 name = "werkzeug"
-version = "3.0.4"
+version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -6614,13 +6893,13 @@ reference = "default"
 
 [[package]]
 name = "wheel"
-version = "0.44.0"
+version = "0.45.1"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -6633,85 +6912,76 @@ reference = "default"
 
 [[package]]
 name = "wrapt"
-version = "1.14.1"
+version = "1.17.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
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 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
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 [package.source]
 type = "legacy"
@@ -6955,13 +7216,13 @@ reference = "default"
 
 [[package]]
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-version = "3.20.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
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 ]
 
 [package.extras]
@@ -7002,54 +7263,57 @@ reference = "default"
 
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+version = "7.2"
 description = "Interfaces for Python"
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 ]
 
 [package.dependencies]
 setuptools = "*"
 
 [package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
-test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+docs = ["Sphinx", "furo", "repoze.sphinx.autointerface"]
+test = ["coverage[toml]", "zope.event", "zope.testing"]
+testing = ["coverage[toml]", "zope.event", "zope.testing"]
 
 [package.source]
 type = "legacy"
@@ -7059,4 +7323,4 @@ reference = "default"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "6b502a38cd6da16b5ad3e88dd37a1edaae6b57c8cb2a20ec8ce1a28b15623a82"
+content-hash = "9c68e1addd5ef461a5aa73de40807b1194ed7aedd05ba5b6ebf33cf326f0fc4f"