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Reference: github-starred/ollama#32706
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Originally created by @Jumpkan on GitHub (May 4, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/10555
What is the issue?
I'm running a processing workload on qwen3:14b-q8_0.
I'm running on a 4x NVIDIA L4 GPUs, torch 2.7.0+cu128
The model loads fine and works for awhile, but then a 'CUDA error: an illegal memory access was encountered' occurs.
Extended logs including model initialisation: https://gist.github.com/Jumpkan/58297c1af00c4cdd6ce7d72dbeb1f5c8
I redacted the prompt, apologies if that's an issue.
Relevant log output
OS
Linux
GPU
Nvidia
CPU
AMD
Ollama version
0.6.7
@MassEast commented on GitHub (May 5, 2025):
Same here for me on ollama 0.6.8 with llama4:scout. Works with llava:7b.
@rick-github commented on GitHub (May 5, 2025):
What's in the bit that says
---- Works for awhile ----?.@Jumpkan commented on GitHub (May 5, 2025):
Here's a sample. It basically repeats for about 120 or so requests
@rick-github commented on GitHub (May 5, 2025):
So the crash is the only time these lines show up?
@Jumpkan commented on GitHub (May 5, 2025):
Yes, seems like it. But I have had a similar truncation message before with no issues.
shell time=2025-05-05T10:03:17.198Z level=WARN source=runner.go:131 msg="truncating input prompt" limit=16384 prompt=223621 keep=4 new=16384Can confirm the model works fine when running on OLLAMA_NUM_PARALLEL=1 on a single GPU
@jessegross commented on GitHub (May 5, 2025):
@MassEast Can you please also post your log?
@Acters commented on GitHub (May 6, 2025):
server.log
Ollama version
0.6.8
I though I was the only one to get this error:
seems to happen when I am using the code interpreter from OpenWebUI. otherwise it usually acts normally and loading is fine, but the OpenWebUI code interpreter seems to cause to error out consistently. idk why
@MassEast commented on GitHub (May 6, 2025):
I am happy to elaborate. So, again, I get the following error codes with llama4:scout on ollama 0.6.8 on a single GPU (H100 80GB) and on a multi-GPU (8xA100 40GB). Changing to, e.g., llava:7b works.
@rick-github commented on GitHub (May 6, 2025):
Some attempts at replicating:
@MassEast
@Acters
@Jumpkan
@ccebelenski commented on GitHub (May 6, 2025):
Just adding my point here too - Happens with multiple models - both in OpenWebUI and Silly Tavern
CUDA error an illegal memory access.txt
@rick-github commented on GitHub (May 6, 2025):
Specifically?
@ccebelenski commented on GitHub (May 6, 2025):
Just the latest: (Current Ollama release tag, model is specifically: hf.co/DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF:Q8_0, client is Silly Tavern)
@ccebelenski commented on GitHub (May 6, 2025):
Reverted to 0.6.5 and the issue doesn't occur, so it was introduced sometime between 0.6.5 and 0.6.8.
@Acters commented on GitHub (May 6, 2025):
@ccebelenski sir, it is hard to read this chat when you have to scroll through long af log outputs in github. The maintainers may end up ignoring this issue because of you. please consider taking you long af text and put it in a file upload. similar to how I did it.
on the other hand, reverting to 0.6.5 does not cause this memory error, but the new qwen models are now unsupported.
EDIT:
One of the kind people over at the discord surmised I might need a newer CUDA toolkit.
Even though I was on CUDA 12.8 on my system, it seems that you need the latest 12.9 version for ollama to work properly.
Can one of the maintainers make sure to set this as a requirement for newer ollama versions?
@ccebelenski commented on GitHub (May 6, 2025):
(Thanks - I was in a hurry - I cut down my post size)
Wait, why would this be required? It was a minor update... AND not even available yet from most package installers.
Since it wasn't documented, I'm thinking this was an unintentional dependency and a bug still...
@Acters commented on GitHub (May 6, 2025):
hmm, that might be true, however, ever since I installed the latest CUDA 12.9 version the errors all went away. for anyone who is having similar issues, I hope the maintainers set a "recommended" version of CUDA as supporting older versions is something they should decide on.
@rick-github commented on GitHub (May 6, 2025):
Upgrading the driver is not a currently a requirement, I'm using 0.6.8 and a variety of models with 12.4 (550.90.07). However, image processing with llama4:scout and 0,6.8 appears to be a problem area at the moment.
@MassEast commented on GitHub (May 7, 2025):
Thanks a lot, @rick-github. I can confirm that it works on 0.6.7. Hurray!
@ccebelenski commented on GitHub (May 7, 2025):
I'll confirm that 0.6.7 is working (limited testing), so this problem was introduced with 0.6.8 I think.
@apellaman commented on GitHub (May 11, 2025):
same here, after last update. windows defender started to spam "memory access blocked".
@rick-github commented on GitHub (Jun 3, 2025):
This appears to be fixed, or at least I can't repro in 0.9.0. Closing but feel free to comment if you are still having problems after updating ollama.