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[GH-ISSUE #3216] Failed to run CUDA within Windows Desktop #51841

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opened 2026-05-05 13:04:29 -05:00 by GiteaMirror · 3 comments
GiteaMirror commented 2026-05-05 13:04:29 -05:00
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Originally created by @albertmkc on GitHub (Jun 16, 2024).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/3216

Discussed in https://github.com/open-webui/open-webui/discussions/3213

Originally posted by albertmkc June 16, 2024
I used the command as suggested on Ollama.com to run locally in Windows Docker with CUDA, Ollama separately installed. Successful a month ago with my PC with RTX3090 and inference with GPU with no problem. 

Today, I accidentally deleted the container and using the same image pulled before, then it prompts me NVIDIA driver is not available.

I have reinstalled everything, e.g. Nvidia drivers from website, docker 4.31 (latest released), and even the entire system, it is still not working. I believe it had updated something from the PYTorch library but I have no Python/ Docker/ Linux knowledge to fix it.

Can someone help me out on this? Thanks!

2024-06-16 06:24:26 Traceback (most recent call last):
2024-06-16 06:24:26   File "/usr/local/bin/uvicorn", line 8, in <module>
2024-06-16 06:24:26     sys.exit(main())
2024-06-16 06:24:26              ^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1157, in __call__
2024-06-16 06:24:26     return self.main(*args, **kwargs)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1078, in main
2024-06-16 06:24:26     rv = self.invoke(ctx)
2024-06-16 06:24:26          ^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1434, in invoke
2024-06-16 06:24:26     return ctx.invoke(self.callback, **ctx.params)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/click/core.py", line 783, in invoke
2024-06-16 06:24:26     return __callback(*args, **kwargs)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/main.py", line 410, in main
2024-06-16 06:24:26     run(
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/main.py", line 578, in run
2024-06-16 06:24:26     server.run()
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/server.py", line 61, in run
2024-06-16 06:24:26     return asyncio.run(self.serve(sockets=sockets))
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/asyncio/runners.py", line 190, in run
2024-06-16 06:24:26     return runner.run(main)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/asyncio/runners.py", line 118, in run
2024-06-16 06:24:26     return self._loop.run_until_complete(task)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "uvloop/loop.pyx", line 1517, in uvloop.loop.Loop.run_until_complete
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/server.py", line 68, in serve
2024-06-16 06:24:26     config.load()
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/config.py", line 473, in load
2024-06-16 06:24:26     self.loaded_app = import_from_string(self.app)
2024-06-16 06:24:26                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/uvicorn/importer.py", line 21, in import_from_string
2024-06-16 06:24:26     module = importlib.import_module(module_str)
2024-06-16 06:24:26              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/importlib/__init__.py", line 126, in import_module
2024-06-16 06:24:26     return _bootstrap._gcd_import(name[level:], package, level)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "<frozen importlib._bootstrap>", line 1204, in _gcd_import
2024-06-16 06:24:26   File "<frozen importlib._bootstrap>", line 1176, in _find_and_load
2024-06-16 06:24:26   File "<frozen importlib._bootstrap>", line 1147, in _find_and_load_unlocked
2024-06-16 06:24:26   File "<frozen importlib._bootstrap>", line 690, in _load_unlocked
2024-06-16 06:24:26   File "<frozen importlib._bootstrap_external>", line 940, in exec_module
2024-06-16 06:24:26   File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
2024-06-16 06:24:26   File "/app/backend/main.py", line 43, in <module>
2024-06-16 06:24:26     from apps.rag.main import app as rag_app
2024-06-16 06:24:26   File "/app/backend/apps/rag/main.py", line 207, in <module>
2024-06-16 06:24:26     update_embedding_model(
2024-06-16 06:24:26   File "/app/backend/apps/rag/main.py", line 184, in update_embedding_model
2024-06-16 06:24:26     app.state.sentence_transformer_ef = sentence_transformers.SentenceTransformer(
2024-06-16 06:24:26                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/sentence_transformers/SentenceTransformer.py", line 221, in __init__
2024-06-16 06:24:26     self.to(device)
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1173, in to
2024-06-16 06:24:26     return self._apply(convert)
2024-06-16 06:24:26            ^^^^^^^^^^^^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply
2024-06-16 06:24:26     module._apply(fn)
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply
2024-06-16 06:24:26     module._apply(fn)
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply
2024-06-16 06:24:26     module._apply(fn)
2024-06-16 06:24:26   [Previous line repeated 1 more time]
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 804, in _apply
2024-06-16 06:24:26     param_applied = fn(param)
2024-06-16 06:24:26                     ^^^^^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1159, in convert
2024-06-16 06:24:26     return t.to(
2024-06-16 06:24:26            ^^^^^
2024-06-16 06:24:26   File "/usr/local/lib/python3.11/site-packages/torch/cuda/__init__.py", line 293, in _lazy_init
2024-06-16 06:24:26     torch._C._cuda_init()
2024-06-16 06:24:26 RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx
```</div>
Originally created by @albertmkc on GitHub (Jun 16, 2024). Original GitHub issue: https://github.com/open-webui/open-webui/issues/3216 ### Discussed in https://github.com/open-webui/open-webui/discussions/3213 <div type='discussions-op-text'> <sup>Originally posted by **albertmkc** June 16, 2024</sup> I used the command as suggested on Ollama.com to run locally in Windows Docker with CUDA, Ollama separately installed. Successful a month ago with my PC with RTX3090 and inference with GPU with no problem.  Today, I accidentally deleted the container and using the same image pulled before, then it prompts me NVIDIA driver is not available. I have reinstalled everything, e.g. Nvidia drivers from website, docker 4.31 (latest released), and even the entire system, it is still not working. I believe it had updated something from the PYTorch library but I have no Python/ Docker/ Linux knowledge to fix it. Can someone help me out on this? Thanks! ``` 2024-06-16 06:24:26 Traceback (most recent call last): 2024-06-16 06:24:26 File "/usr/local/bin/uvicorn", line 8, in <module> 2024-06-16 06:24:26 sys.exit(main()) 2024-06-16 06:24:26 ^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1157, in __call__ 2024-06-16 06:24:26 return self.main(*args, **kwargs) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1078, in main 2024-06-16 06:24:26 rv = self.invoke(ctx) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/click/core.py", line 1434, in invoke 2024-06-16 06:24:26 return ctx.invoke(self.callback, **ctx.params) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/click/core.py", line 783, in invoke 2024-06-16 06:24:26 return __callback(*args, **kwargs) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/main.py", line 410, in main 2024-06-16 06:24:26 run( 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/main.py", line 578, in run 2024-06-16 06:24:26 server.run() 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/server.py", line 61, in run 2024-06-16 06:24:26 return asyncio.run(self.serve(sockets=sockets)) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/asyncio/runners.py", line 190, in run 2024-06-16 06:24:26 return runner.run(main) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/asyncio/runners.py", line 118, in run 2024-06-16 06:24:26 return self._loop.run_until_complete(task) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "uvloop/loop.pyx", line 1517, in uvloop.loop.Loop.run_until_complete 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/server.py", line 68, in serve 2024-06-16 06:24:26 config.load() 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/config.py", line 473, in load 2024-06-16 06:24:26 self.loaded_app = import_from_string(self.app) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/uvicorn/importer.py", line 21, in import_from_string 2024-06-16 06:24:26 module = importlib.import_module(module_str) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/importlib/__init__.py", line 126, in import_module 2024-06-16 06:24:26 return _bootstrap._gcd_import(name[level:], package, level) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "<frozen importlib._bootstrap>", line 1204, in _gcd_import 2024-06-16 06:24:26 File "<frozen importlib._bootstrap>", line 1176, in _find_and_load 2024-06-16 06:24:26 File "<frozen importlib._bootstrap>", line 1147, in _find_and_load_unlocked 2024-06-16 06:24:26 File "<frozen importlib._bootstrap>", line 690, in _load_unlocked 2024-06-16 06:24:26 File "<frozen importlib._bootstrap_external>", line 940, in exec_module 2024-06-16 06:24:26 File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed 2024-06-16 06:24:26 File "/app/backend/main.py", line 43, in <module> 2024-06-16 06:24:26 from apps.rag.main import app as rag_app 2024-06-16 06:24:26 File "/app/backend/apps/rag/main.py", line 207, in <module> 2024-06-16 06:24:26 update_embedding_model( 2024-06-16 06:24:26 File "/app/backend/apps/rag/main.py", line 184, in update_embedding_model 2024-06-16 06:24:26 app.state.sentence_transformer_ef = sentence_transformers.SentenceTransformer( 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/sentence_transformers/SentenceTransformer.py", line 221, in __init__ 2024-06-16 06:24:26 self.to(device) 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1173, in to 2024-06-16 06:24:26 return self._apply(convert) 2024-06-16 06:24:26 ^^^^^^^^^^^^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply 2024-06-16 06:24:26 module._apply(fn) 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply 2024-06-16 06:24:26 module._apply(fn) 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 779, in _apply 2024-06-16 06:24:26 module._apply(fn) 2024-06-16 06:24:26 [Previous line repeated 1 more time] 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 804, in _apply 2024-06-16 06:24:26 param_applied = fn(param) 2024-06-16 06:24:26 ^^^^^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1159, in convert 2024-06-16 06:24:26 return t.to( 2024-06-16 06:24:26 ^^^^^ 2024-06-16 06:24:26 File "/usr/local/lib/python3.11/site-packages/torch/cuda/__init__.py", line 293, in _lazy_init 2024-06-16 06:24:26 torch._C._cuda_init() 2024-06-16 06:24:26 RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx ```</div>
GiteaMirror commented 2026-05-05 13:04:29 -05:00
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@pkeffect commented on GitHub (Jun 16, 2024):

Did you also install

https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html

This is needed for Docker to talk to your gpu.

Edited for correct link.

<!-- gh-comment-id:2171746669 --> @pkeffect commented on GitHub (Jun 16, 2024): Did you also install https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html This is needed for Docker to talk to your gpu. Edited for correct link.
GiteaMirror commented 2026-05-05 13:04:30 -05:00
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@tjbck commented on GitHub (Jun 16, 2024):

#2527

<!-- gh-comment-id:2171754354 --> @tjbck commented on GitHub (Jun 16, 2024): #2527
GiteaMirror commented 2026-05-05 13:04:30 -05:00
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@albertmkc commented on GitHub (Jul 7, 2024):

Thanks! Eventually it was the docker version which is not compatible. After upgrade (requires reinstall of SD) it is working now! Thanks for support.

<!-- gh-comment-id:2212316006 --> @albertmkc commented on GitHub (Jul 7, 2024): Thanks! Eventually it was the docker version which is not compatible. After upgrade (requires reinstall of SD) it is working now! Thanks for support.
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