diff --git a/uv.lock b/uv.lock
index f67a19a20..ca324e036 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.10.0, <3.11"
 
 [[package]]
@@ -682,34 +682,34 @@ wheels = [
 
 [package.optional-dependencies]
 cudart = [
-    { name = "nvidia-cuda-runtime", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cuda-runtime" },
 ]
 cufft = [
-    { name = "nvidia-cufft", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cufft" },
 ]
 cufile = [
-    { name = "nvidia-cufile", marker = "sys_platform == 'linux'" },
+    { name = "nvidia-cufile" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cuda-cupti" },
 ]
 curand = [
-    { name = "nvidia-curand", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-curand" },
 ]
 cusolver = [
-    { name = "nvidia-cusolver", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cusolver" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cusparse" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-nvjitlink" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-cuda-nvrtc" },
 ]
 nvtx = [
-    { name = "nvidia-nvtx", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "nvidia-nvtx" },
 ]
 
 [[package]]
@@ -1529,9 +1529,7 @@ wheels = [
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-    { url = "https://files.pythonhosted.org/packages/2e/19/60df45065b2981ff894fdd51e7c99a3a4b107412822b083d88d5d528f663/greenlet-3.5.1-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:00929c98ec525fd9bf075875d8c5f6a983a90906cdf78a66e6de2d8e466c2a19", size = 619237, upload-time = "2026-05-20T14:09:06.421Z" },
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@@ -1884,7 +1882,7 @@ wheels = [
 
 [[package]]
 name = "keras"
-version = "3.12.2"
+version = "3.12.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "absl-py" },
@@ -1896,9 +1894,9 @@ dependencies = [
     { name = "packaging" },
     { name = "rich" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/35/67/c428764e9e4c624d3ef19dbf77121757d6ea33f66e23a94b65d0646cea55/keras-3.12.4.tar.gz", hash = "sha256:4b192bc123854d5b70ccd07c79a77119fe20deb79ddd02c4c73f821bd838b1b3", size = 1600109, upload-time = "2026-07-29T21:13:41.674Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/6e/40/2c5215dfa118f3f1620035ef036532c462920ebef3e875bc127590c4cd2c/keras-3.12.4-py3-none-any.whl", hash = "sha256:5570a3136a202ce1ea3956a697f3b085d2ab22e1102742cb22a3c6039c8db38e", size = 2054296, upload-time = "2026-07-29T21:13:40.146Z" },
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 [[package]]