diff --git a/discord_tron_client/classes/image_manipulation/diffusion.py b/discord_tron_client/classes/image_manipulation/diffusion.py
index f2d7ecef..4d56fa24 100644
--- a/discord_tron_client/classes/image_manipulation/diffusion.py
+++ b/discord_tron_client/classes/image_manipulation/diffusion.py
@@ -224,7 +224,7 @@ def get_pipe(
                     logging.error(f"Could not enable CPU offload on the model: {e}")
             torch._dynamo.config.suppress_errors = True
             torch._dynamo.config.log_level = logging.WARNING
-            # self.pipelines[model_id].unet = torch.compile(self.pipelines[model_id].unet, mode="reduce-overhead", fullgraph=True)
+            self.pipelines[model_id].unet = torch.compile(self.pipelines[model_id].unet, mode="reduce-overhead", fullgraph=True)
         else:
             logging.info(f"Keeping existing pipeline. Not creating any new ones.")
         self.last_pipe_type[model_id] = pipe_type
diff --git a/poetry.lock b/poetry.lock
index 85c75179..6e48e653 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -242,13 +242,13 @@ reference = "default"
 
 [[package]]
 name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"},
-    {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
@@ -257,7 +257,7 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
@@ -378,7 +378,7 @@ dev = ["coverage", "flake8", "mypy", "pdoc3", "pytest"]
 type = "git"
 url = "https://github.com/facebookresearch/audiocraft"
 reference = "HEAD"
-resolved_reference = "6d70065e31c2fb422a76237e03740dd3b627de8d"
+resolved_reference = "d874966c6cd5b790d7749b332ee5f001817a3ffe"
 
 [[package]]
 name = "audioread"
@@ -586,17 +586,17 @@ reference = "default"
 
 [[package]]
 name = "boto3"
-version = "1.26.144"
+version = "1.28.1"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.26.144-py3-none-any.whl", hash = "sha256:2eb9e688aa86bf1fadcec0b6995b42ec9788e7cd5f1a9c8ac1b66a2506aa209f"},
-    {file = "boto3-1.26.144.tar.gz", hash = "sha256:5b7e9f2674fe8aa99e2d168744023a3f66da12d9c51e0624489dd0db7aafe30d"},
+    {file = "boto3-1.28.1-py3-none-any.whl", hash = "sha256:9923ab006bba749bececc5c8cb0c3dc9bc33c91358774f8ff22096ead373b772"},
+    {file = "boto3-1.28.1.tar.gz", hash = "sha256:12f5ea4a98e8e19c981912ac22bc5d87f1f1d8f8269287eace0dd517c9d23e01"},
 ]
 
 [package.dependencies]
-botocore = ">=1.29.144,<1.30.0"
+botocore = ">=1.31.1,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.6.0,<0.7.0"
 
@@ -610,13 +610,13 @@ reference = "default"
 
 [[package]]
 name = "botocore"
-version = "1.29.144"
+version = "1.31.1"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.29.144-py3-none-any.whl", hash = "sha256:e2b970e68643cf4752cad4e45ba3319fc35707f1bff7f150f7ffcac1b1427b47"},
-    {file = "botocore-1.29.144.tar.gz", hash = "sha256:c60b9158cbc7447411abdec77b87a71d86d9404064702e92d317dca6a1ec9a5b"},
+    {file = "botocore-1.31.1-py3-none-any.whl", hash = "sha256:62e954b8eb9a404510dd97c4fdfaae25bd0349213a3cd70e937e0634821342f5"},
+    {file = "botocore-1.31.1.tar.gz", hash = "sha256:4c9c58ae286a2ca1f900c9bce285b9efd1f0401648aa54a5026c93ada63ad897"},
 ]
 
 [package.dependencies]
@@ -662,13 +662,13 @@ reference = "default"
 
 [[package]]
 name = "cachecontrol"
-version = "0.12.11"
+version = "0.12.14"
 description = "httplib2 caching for requests"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "CacheControl-0.12.11-py2.py3-none-any.whl", hash = "sha256:2c75d6a8938cb1933c75c50184549ad42728a27e9f6b92fd677c3151aa72555b"},
-    {file = "CacheControl-0.12.11.tar.gz", hash = "sha256:a5b9fcc986b184db101aa280b42ecdcdfc524892596f606858e0b7a8b4d9e144"},
+    {file = "CacheControl-0.12.14-py2.py3-none-any.whl", hash = "sha256:1c2939be362a70c4e5f02c6249462b3b7a24441e4f1ced5e9ef028172edf356a"},
+    {file = "CacheControl-0.12.14.tar.gz", hash = "sha256:d1087f45781c0e00616479bfd282c78504371ca71da017b49df9f5365a95feba"},
 ]
 
 [package.dependencies]
@@ -816,86 +816,86 @@ reference = "default"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.source]
@@ -949,13 +949,13 @@ reference = "default"
 
 [[package]]
 name = "click"
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+version = "8.1.4"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
+bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
-test = ["Pillow", "matplotlib", "pytest"]
-test-no-images = ["pytest"]
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+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [package.source]
 type = "legacy"
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 ]
 
 [package.dependencies]
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 ]
 
 [package.source]
@@ -1503,7 +1448,7 @@ reference = "default"
 
 [[package]]
 name = "diffusers"
-version = "0.17.0.dev0"
+version = "0.18.0.dev0"
 description = "Diffusers"
 optional = false
 python-versions = ">=3.7.0"
@@ -1513,7 +1458,7 @@ develop = false
 [package.dependencies]
 filelock = "*"
 huggingface-hub = ">=0.13.2"
-importlib-metadata = "*"
+importlib_metadata = "*"
 numpy = "*"
 Pillow = "*"
 regex = "!=2019.12.17"
@@ -1532,7 +1477,7 @@ training = ["Jinja2", "accelerate (>=0.11.0)", "datasets", "protobuf (>=3.20.3,<
 type = "git"
 url = "https://github.com/huggingface/diffusers"
 reference = "HEAD"
-resolved_reference = "4f14b363297cf8deac3e88a3bf31f59880ac8a96"
+resolved_reference = "78922ed7c7e66c20aa95159c7b7a6057ba7d590d"
 
 [[package]]
 name = "distlib"
@@ -1730,13 +1675,13 @@ reference = "default"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.1.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1749,24 +1694,22 @@ reference = "default"
 
 [[package]]
 name = "fastapi"
-version = "0.96.1"
+version = "0.100.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<3.0.0"
 starlette = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.5.0"
 
 [package.extras]
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 [package.source]
 type = "legacy"
@@ -1790,18 +1733,18 @@ reference = "default"
 
 [[package]]
 name = "filelock"
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+version = "3.12.2"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.7"
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+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
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 [package.source]
 type = "legacy"
@@ -1878,13 +1821,45 @@ reference = "default"
 
 [[package]]
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+version = "4.40.0"
 description = "Tools to manipulate font files"
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1996,13 +1971,13 @@ reference = "default"
 
 [[package]]
 name = "fsspec"
-version = "2023.5.0"
+version = "2023.6.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -2205,13 +2180,13 @@ reference = "default"
 
 [[package]]
 name = "google-auth"
-version = "2.19.0"
+version = "2.21.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -2222,11 +2197,11 @@ six = ">=1.9.0"
 urllib3 = "<2.0"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0dev)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [package.source]
 type = "legacy"
@@ -2278,13 +2253,13 @@ reference = "default"
 
 [[package]]
 name = "gradio"
-version = "3.34.0"
+version = "3.36.1"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.dependencies]
@@ -2293,7 +2268,7 @@ aiohttp = "*"
 altair = ">=4.2.0"
 fastapi = "*"
 ffmpy = "*"
-gradio-client = ">=0.2.6"
+gradio-client = ">=0.2.7"
 httpx = "*"
 huggingface-hub = ">=0.14.0"
 jinja2 = "*"
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 pyyaml = "*"
 requests = "*"
 semantic-version = "*"
-typing-extensions = "*"
 uvicorn = ">=0.14.0"
 websockets = ">=10.0"
 
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+python-versions = ">=3.8"
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 type = "legacy"
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 ]
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.17.3"
 
 [package.source]
 type = "legacy"
@@ -2572,13 +2542,13 @@ reference = "default"
 
 [[package]]
 name = "httpcore"
-version = "0.17.2"
+version = "0.17.3"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2626,13 +2596,13 @@ reference = "default"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.14.1"
+version = "0.16.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2645,15 +2615,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
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+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
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+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+inference = ["aiohttp", "pydantic"]
 quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
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+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 
 [package.source]
 type = "legacy"
@@ -2719,13 +2690,13 @@ reference = "default"
 
 [[package]]
 name = "imageio"
-version = "2.30.0"
+version = "2.31.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2755,13 +2726,13 @@ reference = "default"
 
 [[package]]
 name = "importlib-metadata"
-version = "6.6.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2770,7 +2741,7 @@ zipp = ">=0.5"
 [package.extras]
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 perf = ["ipython"]
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+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [package.source]
 type = "legacy"
@@ -2779,21 +2750,21 @@ reference = "default"
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.0.0"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "importlib_resources-6.0.0.tar.gz", hash = "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [package.source]
 type = "legacy"
@@ -2816,6 +2787,28 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
+[[package]]
+name = "invisible-watermark"
+version = "0.2.0"
+description = "The library for creating and decoding invisible image watermarks"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "invisible_watermark-0.2.0-py3-none-any.whl", hash = "sha256:644311beed9cfe4a9a5a4a46c740f47800cef184fe2e1297f3f4542e2d992f8b"},
+]
+
+[package.dependencies]
+numpy = ">=1.17.0"
+opencv-python = ">=4.1.0.25"
+Pillow = ">=6.0.0"
+PyWavelets = ">=1.1.1"
+torch = "*"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "default"
+
 [[package]]
 name = "itsdangerous"
 version = "2.1.2"
@@ -2855,41 +2848,6 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
-[[package]]
-name = "jax"
-version = "0.4.10"
-description = "Differentiate, compile, and transform Numpy code."
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.dependencies]
-ml_dtypes = ">=0.1.0"
-numpy = ">=1.21"
-opt_einsum = "*"
-scipy = ">=1.7"
-
-[package.extras]
-australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.9)"]
-cpu = ["jaxlib (==0.4.10)"]
-cuda = ["jaxlib (==0.4.10+cuda11.cudnn86)"]
-cuda11-cudnn82 = ["jaxlib (==0.4.10+cuda11.cudnn82)"]
-cuda11-cudnn86 = ["jaxlib (==0.4.10+cuda11.cudnn86)"]
-cuda11-local = ["jaxlib (==0.4.10+cuda11.cudnn86)"]
-cuda11-pip = ["jaxlib (==0.4.10+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.6)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
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-tpu = ["jaxlib (==0.4.10)", "libtpu-nightly (==0.1.dev20230511)", "requests"]
-
-[package.source]
-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "default"
-
 [[package]]
 name = "jeepney"
 version = "0.8.0"
@@ -2950,13 +2908,13 @@ reference = "default"
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.1"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "joblib-1.3.1.tar.gz", hash = "sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3"},
 ]
 
 [package.source]
@@ -2984,18 +2942,20 @@ reference = "default"
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.18.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.18.0.tar.gz", hash = "sha256:8caf5b57a990a98e9b39832ef3cb35c176fe331414252b6e1b26fd5866f891a4"},
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 [package.dependencies]
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-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
@@ -3006,6 +2966,25 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.6.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "jsonschema_specifications-2023.6.1.tar.gz", hash = "sha256:ca1c4dd059a9e7b34101cf5b3ab7ff1d18b139f35950d598d629837ef66e8f28"},
+]
+
+[package.dependencies]
+referencing = ">=0.28.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "default"
+
 [[package]]
 name = "julius"
 version = "0.2.7"
@@ -3063,12 +3042,13 @@ reference = "default"
 
 [[package]]
 name = "keras"
-version = "2.12.0"
+version = "2.13.1"
 description = "Deep learning for humans."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.source]
@@ -3213,68 +3193,68 @@ reference = "default"
 
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 name = "lameenc"
-version = "1.4.2"
+version = "1.5.1"
 description = "LAME encoding bindings"
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 python-versions = "*"
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@@ -3303,18 +3283,18 @@ reference = "default"
 
 [[package]]
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 description = "lazy_loader"
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 python-versions = ">=3.7"
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 [package.source]
 type = "legacy"
@@ -3421,20 +3401,16 @@ reference = "default"
 
 [[package]]
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+version = "0.1.55"
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 python-versions = "^3.8.1"
 files = [
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-server = ["fastapi (>=0.95.0,<0.96.0)", "sse-starlette (>=1.3.3,<2.0.0)", "uvicorn (>=0.22.0,<0.23.0)"]
+typing-extensions = ">=4.5.0,<5.0.0"
 
 [package.source]
 type = "legacy"
@@ -3443,35 +3419,35 @@ reference = "default"
 
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 python-versions = ">=3.8"
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 [package.source]
@@ -3549,61 +3525,61 @@ reference = "default"
 
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 [package.dependencies]
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@@ -4428,18 +4363,18 @@ reference = "default"
 
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+    {version = ">=1.23.5", markers = "python_version >= \"3.11\""},
 ]
 
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 [package.dependencies]
@@ -4630,7 +4565,7 @@ pytz = ">=2020.1"
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 xml = ["lxml (>=4.6.3)"]
 
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 [package.source]
@@ -5884,6 +5786,95 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "default"
 
+[[package]]
+name = "rpds-py"
+version = "0.8.8"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.8"
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 [package.source]
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 [package.extras]
 aiohttp = ["aiohttp (>=3.5)"]
@@ -6428,13 +6361,13 @@ reference = "default"
 
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 [package.source]
 type = "legacy"
@@ -6997,12 +6933,12 @@ reference = "default"
 
 [[package]]
 name = "tensorflow-estimator"
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+version = "2.13.0"
 description = "TensorFlow Estimator."
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 python-versions = ">=3.7"
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 [package.source]
@@ -7162,13 +7098,13 @@ reference = "default"
 
 [[package]]
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 description = "Read and write TIFF files"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -7613,13 +7549,13 @@ reference = "default"
 
 [[package]]
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 python-versions = ">=3.7.0"
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 [package.dependencies]
@@ -7630,28 +7566,29 @@ packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
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 tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.14"
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 docs-specific = ["hf-doc-builder"]
 fairscale = ["fairscale (>0.3)"]
 flax = ["flax (>=0.4.1,<=0.6.9)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "optax (>=0.0.8,<=0.1.4)"]
-flax-speech = ["kenlm", "librosa", "numba (<0.57.0)", "phonemizer", "pyctcdecode (>=0.4.0)"]
+flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
 integrations = ["optuna", "ray[tune]", "sigopt"]
-ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
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 natten = ["natten (>=0.14.6)"]
 onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"]
@@ -7661,21 +7598,21 @@ quality = ["GitPython (<3.1.19)", "black (>=23.1,<24.0)", "datasets (!=2.5.0)",
 ray = ["ray[tune]"]
 retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
 sagemaker = ["sagemaker (>=2.31.0)"]
-sentencepiece = ["protobuf (<=3.20.2)", "sentencepiece (>=0.1.91,!=0.1.92)"]
+sentencepiece = ["protobuf (<=3.20.3)", "sentencepiece (>=0.1.91,!=0.1.92)"]
 serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
-speech = ["kenlm", "librosa", "numba (<0.57.0)", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf (<=3.20.2)", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "timeout-decorator"]
+speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf (<=3.20.3)", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
 tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx"]
 tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx"]
-tf-speech = ["kenlm", "librosa", "numba (<0.57.0)", "phonemizer", "pyctcdecode (>=0.4.0)"]
+tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
 tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
-torch = ["accelerate (>=0.19.0)", "torch (>=1.9,!=1.12.0)"]
-torch-speech = ["kenlm", "librosa", "numba (<0.57.0)", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+torch = ["accelerate (>=0.20.2)", "torch (>=1.9,!=1.12.0)"]
+torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.2)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.3)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow"]
 
@@ -7743,13 +7680,13 @@ reference = "default"
 
 [[package]]
 name = "trove-classifiers"
-version = "2023.5.24"
+version = "2023.7.6"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
 optional = false
 python-versions = "*"
 files = [
-    {file = "trove-classifiers-2023.5.24.tar.gz", hash = "sha256:fd5a1546283be941f47540a135bdeae8fb261380a6a204d9c18012f2a1b0ceae"},
-    {file = "trove_classifiers-2023.5.24-py3-none-any.whl", hash = "sha256:d9d7ae14fb90bf3d50bef99c3941b176b5326509e6e9037e622562d6352629d0"},
+    {file = "trove-classifiers-2023.7.6.tar.gz", hash = "sha256:8a8e168b51d20fed607043831d37632bb50919d1c80a64e0f1393744691a8b22"},
+    {file = "trove_classifiers-2023.7.6-py3-none-any.whl", hash = "sha256:b420d5aa048ee7c456233a49203f7d58d1736af4a6cde637657d78c13ab7969b"},
 ]
 
 [package.source]
@@ -7784,13 +7721,13 @@ reference = "default"
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.2"
+version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.6.2-py3-none-any.whl", hash = "sha256:3a8b36f13dd5fdc5d1b16fe317f5668545de77fa0b8e02006381fd49d731ab98"},
-    {file = "typing_extensions-4.6.2.tar.gz", hash = "sha256:06006244c70ac8ee83fa8282cb188f697b8db25bc8b4df07be1873c43897060c"},
+    {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
+    {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
 ]
 
 [package.source]
@@ -7899,23 +7836,23 @@ reference = "default"
 
 [[package]]
 name = "virtualenv"
-version = "20.23.0"
+version = "20.23.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.23.0-py3-none-any.whl", hash = "sha256:6abec7670e5802a528357fdc75b26b9f57d5d92f29c5462ba0fbe45feacc685e"},
-    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+    {file = "virtualenv-20.23.1-py3-none-any.whl", hash = "sha256:34da10f14fea9be20e0fd7f04aba9732f84e593dac291b757ce42e3368a39419"},
+    {file = "virtualenv-20.23.1.tar.gz", hash = "sha256:8ff19a38c1021c742148edc4f81cb43d7f8c6816d2ede2ab72af5b84c749ade1"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
-filelock = ">=3.11,<4"
-platformdirs = ">=3.2,<4"
+filelock = ">=3.12,<4"
+platformdirs = ">=3.5.1,<4"
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
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 gcp = ["google-cloud-storage"]
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 ]
 
 [package.source]
@@ -8471,13 +8419,13 @@ reference = "default"
 
 [[package]]
 name = "zope-event"
-version = "4.6"
+version = "5.0"
 description = "Very basic event publishing system"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "zope.event-4.6-py2.py3-none-any.whl", hash = "sha256:73d9e3ef750cca14816a9c322c7250b0d7c9dbc337df5d1b807ff8d3d0b9e97c"},
-    {file = "zope.event-4.6.tar.gz", hash = "sha256:81d98813046fc86cc4136e3698fee628a3282f9c320db18658c21749235fce80"},
+    {file = "zope.event-5.0-py3-none-any.whl", hash = "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26"},
+    {file = "zope.event-5.0.tar.gz", hash = "sha256:bac440d8d9891b4068e2b5a2c5e2c9765a9df762944bda6955f96bb9b91e67cd"},
 ]
 
 [package.dependencies]
@@ -8547,4 +8495,4 @@ reference = "default"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "b1105352670bbbc00ecefec849b73b0288cd5318fdebddb7a67c87c3e1132e30"
+content-hash = "3f38f15b88c2dc7a43910b15309eaaa85b5de24c3a63b18dbf5ff7229efce34e"
diff --git a/pyproject.toml b/pyproject.toml
index 152b6aa5..9f175d07 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,7 @@ safetensors = "^0.3.1"
 split-image = "^2.0.1"
 realesrgan = {git = "https://github.com/sberbank-ai/Real-ESRGAN.git"}
 audiocraft = {git = "https://github.com/facebookresearch/audiocraft"}
+invisible-watermark = "^0.2.0"
 
 [[tool.poetry.source]]
 name = "default"