Bump torch to 2.11.0 for ZeroGPU runtime

torch was below the ZeroGPU supported minimum, so the Space failed to
start. Bump to 2.11.0 (and pin torchvision==0.26.0 to match where it is
a dependency), then re-lock so the CUDA stack moves to cu13. Minimal
fix: no other dependencies changed.

pyproject.toml

@@ -7,8 +7,8 @@ requires-python = ">=3.12"
 dependencies = [
     "gradio[mcp,oauth]>=6.14.0",
     "spaces>=0.48.3",
-    "torch==2.4.0",
-    "torchvision>=0.19.0",
+    "torch==2.11.0",
+    "torchvision==0.26.0",
     "transformers>=4.48.0",
 ]
 

requirements.txt

@@ -41,6 +41,12 @@ cryptography==47.0.0
     #   authlib
     #   joserfc
     #   pyjwt
+cuda-bindings==13.3.0 ; sys_platform == 'linux'
+    # via torch
+cuda-pathfinder==1.5.5 ; sys_platform == 'linux'
+    # via cuda-bindings
+cuda-toolkit==13.0.2 ; sys_platform == 'linux'
+    # via torch
 fastapi==0.115.6
     # via gradio
 filelock==3.29.0
@@ -48,7 +54,6 @@ filelock==3.29.0
     #   huggingface-hub
     #   torch
     #   transformers
-    #   triton
 fsspec==2024.12.0
     # via
     #   gradio-client
@@ -126,37 +131,45 @@ numpy==1.26.4
     #   pandas
     #   torchvision
     #   transformers
-nvidia-cublas-cu12==12.1.3.1 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via
-    #   nvidia-cudnn-cu12
-    #   nvidia-cusolver-cu12
-    #   torch
-nvidia-cuda-cupti-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via torch
-nvidia-cuda-nvrtc-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via torch
-nvidia-cuda-runtime-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+nvidia-cublas==13.1.0.3 ; sys_platform == 'linux'
+    # via
+    #   cuda-toolkit
+    #   nvidia-cudnn-cu13
+    #   nvidia-cusolver
+nvidia-cuda-cupti==13.0.85 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cuda-nvrtc==13.0.88 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cuda-runtime==13.0.96 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cudnn-cu13==9.19.0.56 ; sys_platform == 'linux'
     # via torch
-nvidia-cudnn-cu12==9.1.0.70 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+nvidia-cufft==12.0.0.61 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cufile==1.15.1.6 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-curand==10.4.0.35 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cusolver==12.0.4.66 ; sys_platform == 'linux'
+    # via cuda-toolkit
+nvidia-cusparse==12.6.3.3 ; sys_platform == 'linux'
+    # via
+    #   cuda-toolkit
+    #   nvidia-cusolver
+nvidia-cusparselt-cu13==0.8.0 ; sys_platform == 'linux'
     # via torch
-nvidia-cufft-cu12==11.0.2.54 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via torch
-nvidia-curand-cu12==10.3.2.106 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via torch
-nvidia-cusolver-cu12==11.4.5.107 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via torch
-nvidia-cusparse-cu12==12.1.0.106 ; platform_machine == 'x86_64' and sys_platform == 'linux'
-    # via
-    #   nvidia-cusolver-cu12
-    #   torch
-nvidia-nccl-cu12==2.20.5 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+nvidia-nccl-cu13==2.28.9 ; sys_platform == 'linux'
     # via torch
-nvidia-nvjitlink-cu12==12.6.85 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+nvidia-nvjitlink==13.0.88 ; sys_platform == 'linux'
     # via
-    #   nvidia-cusolver-cu12
-    #   nvidia-cusparse-cu12
-nvidia-nvtx-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+    #   cuda-toolkit
+    #   nvidia-cufft
+    #   nvidia-cusolver
+    #   nvidia-cusparse
+nvidia-nvshmem-cu13==3.4.5 ; sys_platform == 'linux'
     # via torch
+nvidia-nvtx==13.0.85 ; sys_platform == 'linux'
+    # via cuda-toolkit
 orjson==3.10.14
     # via gradio
 packaging==24.2
@@ -235,7 +248,7 @@ safetensors==0.5.2
     # via transformers
 semantic-version==2.10.0
     # via gradio
-setuptools==82.0.1
+setuptools==81.0.0
     # via torch
 shellingham==1.5.4
     # via typer
@@ -256,11 +269,11 @@ tokenizers==0.21.0
     # via transformers
 tomlkit==0.13.2
     # via gradio
-torch==2.4.0
+torch==2.11.0
     # via
     #   image-captioning-with-git
     #   torchvision
-torchvision==0.19.0
+torchvision==0.26.0
     # via image-captioning-with-git
 tqdm==4.67.1
     # via
@@ -268,7 +281,7 @@ tqdm==4.67.1
     #   transformers
 transformers==4.48.0
     # via image-captioning-with-git
-triton==3.0.0 ; python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'
+triton==3.6.0 ; sys_platform == 'linux'
     # via torch
 typer==0.15.1
     # via

uv.lock

@@ -420,6 +420,75 @@ wheels = [
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 ]
 
+[[package]]
+name = "cuda-bindings"
+version = "13.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cuda-pathfinder" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1f/e0/4b3fdba08ff177e9451f376a4ba2df18d76f9158e6a16cdc062bd83db9fa/cuda_bindings-13.3.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f72f67f5790e7fa51e3f893e007e49567573ccdf4ed1ca988fbbbd36cd77847c", size = 6020531, upload-time = "2026-05-27T03:59:07.942Z" },
+    { url = "https://files.pythonhosted.org/packages/04/40/a2ea4d8f032bfd6c220d50b6f92cd61f33d48f31959da39ed1b178cfee54/cuda_bindings-13.3.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a99c3b8d584f266c616bd0f30c7cd83e33553e3ef2abad41ff5a74fbc033a69a", size = 6653764, upload-time = "2026-05-27T03:59:09.981Z" },
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+source = { registry = "https://pypi.org/simple" }
+wheels = [
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+[[package]]
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+source = { registry = "https://pypi.org/simple" }
+wheels = [
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+]
+
+[package.optional-dependencies]
+cublas = [
+    { name = "nvidia-cublas", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+cudart = [
+    { name = "nvidia-cuda-runtime", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+cufft = [
+    { name = "nvidia-cufft", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+cufile = [
+    { name = "nvidia-cufile", marker = "sys_platform == 'linux'" },
+]
+cupti = [
+    { name = "nvidia-cuda-cupti", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+curand = [
+    { name = "nvidia-curand", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+cusolver = [
+    { name = "nvidia-cusolver", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+cusparse = [
+    { name = "nvidia-cusparse", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+nvjitlink = [
+    { name = "nvidia-nvjitlink", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+nvrtc = [
+    { name = "nvidia-cuda-nvrtc", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+nvtx = [
+    { name = "nvidia-nvtx", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+
 [[package]]
 name = "datasets"
 version = "4.8.5"
@@ -815,8 +884,8 @@ hf-spaces = [
 requires-dist = [
     { name = "gradio", extras = ["mcp", "oauth"], specifier = ">=6.14.0" },
     { name = "spaces", specifier = ">=0.48.3" },
-    { name = "torch", specifier = "==2.4.0" },
-    { name = "torchvision", specifier = ">=0.19.0" },
+    { name = "torch", specifier = "==2.11.0" },
+    { name = "torchvision", specifier = "==0.26.0" },
     { name = "transformers", specifier = ">=4.48.0" },
 ]
 
@@ -1108,110 +1177,152 @@ wheels = [
 ]
 
 [[package]]
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-version = "12.1.3.1"
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-version = "12.1.105"
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 [[package]]
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-version = "9.1.0.70"
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+version = "9.19.0.56"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas-cu12" },
+    { name = "nvidia-cublas" },
 ]
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