diff --git a/pyproject.toml b/pyproject.toml
index bcb57b4..26509a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,6 @@ dependencies = [
     "numpy>=2.1.3",
     "pandas>=2.2.3",
     "pillow>=11.0.0",
-    "rich>=13.9.4",
 ]
 
 [dependency-groups]
diff --git a/uv.lock b/uv.lock
index f87b189..b0e5d14 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,13 +2,31 @@ version = 1
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
     "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
     "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
 ]
 conflicts = [[
@@ -178,18 +196,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/31/80/3a54838c3fb461f6fec263ebf3a3a41771bd05190238de3486aae8540c36/jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d", size = 133271 },
 ]
 
-[[package]]
-name = "markdown-it-py"
-version = "3.0.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "mdurl" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/38/71/3b932df36c1a044d397a1f92d1cf91ee0a503d91e470cbd670aa66b07ed0/markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb", size = 74596 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528 },
-]
-
 [[package]]
 name = "markupsafe"
 version = "3.0.2"
@@ -248,15 +254,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4f/65/6079a46068dfceaeabb5dcad6d674f5f5c61a6fa5673746f42a9f4c233b3/MarkupSafe-3.0.2-cp313-cp313t-win_amd64.whl", hash = "sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f", size = 15739 },
 ]
 
-[[package]]
-name = "mdurl"
-version = "0.1.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 },
-]
-
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -599,15 +596,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5", size = 22335 },
 ]
 
-[[package]]
-name = "pygments"
-version = "2.18.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8e/62/8336eff65bcbc8e4cb5d05b55faf041285951b6e80f33e2bff2024788f31/pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199", size = 4891905 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/f7/3f/01c8b82017c199075f8f788d0d906b9ffbbc5a47dc9918a945e13d5a2bda/pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a", size = 1205513 },
-]
-
 [[package]]
 name = "pytest"
 version = "8.3.3"
@@ -718,20 +706,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f9/9b/335f9764261e915ed497fcdeb11df5dfd6f7bf257d4a6a2a686d80da4d54/requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6", size = 64928 },
 ]
 
-[[package]]
-name = "rich"
-version = "13.9.4"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "markdown-it-py" },
-    { name = "pygments" },
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/ab/3a/0316b28d0761c6734d6bc14e770d85506c986c85ffb239e688eeaab2c2bc/rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098", size = 223149 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/19/71/39c7c0d87f8d4e6c020a393182060eaefeeae6c01dab6a84ec346f2567df/rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90", size = 242424 },
-]
-
 [[package]]
 name = "ruff"
 version = "0.8.0"
@@ -881,13 +855,31 @@ version = "2.5.1+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
     "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
     "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
 ]
 dependencies = [
@@ -915,13 +907,31 @@ version = "2.5.1+cu124"
 source = { registry = "https://download.pytorch.org/whl/cu124" }
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
     "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
     "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
 ]
 dependencies = [
@@ -962,13 +972,31 @@ version = "0.20.1+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
     "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
     "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
 ]
 dependencies = [
@@ -991,13 +1019,31 @@ version = "0.20.1+cu124"
 source = { registry = "https://download.pytorch.org/whl/cu124" }
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
     "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
     "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
     "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12'",
     "python_full_version >= '3.12'",
 ]
 dependencies = [
@@ -1068,14 +1114,13 @@ wheels = [
 
 [[package]]
 name = "wdtagger"
-version = "0.10.2"
+version = "0.11.0"
 source = { editable = "." }
 dependencies = [
     { name = "huggingface-hub" },
     { name = "numpy" },
     { name = "pandas" },
     { name = "pillow" },
-    { name = "rich" },
 ]
 
 [package.optional-dependencies]
@@ -1103,7 +1148,6 @@ requires-dist = [
     { name = "numpy", specifier = ">=2.1.3" },
     { name = "pandas", specifier = ">=2.2.3" },
     { name = "pillow", specifier = ">=11.0.0" },
-    { name = "rich", specifier = ">=13.9.4" },
     { name = "timm", marker = "extra == 'cpu'", specifier = ">=1.0.11" },
     { name = "timm", marker = "extra == 'gpu'", specifier = ">=1.0.11" },
     { name = "torch", marker = "extra == 'cpu'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "wdtagger", extra = "cpu" } },