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parth-mlx-decode-checkpoints
dhiltgen/ci
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hoyyeva/qwen
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Originally created by @joesalvati68 on GitHub (Jan 14, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/1991
Originally assigned to: @dhiltgen on GitHub.
(base) user@userAlienware:
$ ollama run vicuna$Error: Post "http://127.0.0.1:11434/api/generate": EOF
(base) user@userAlienware:
I keep getting this after initial install and I can't figure out why. Any ideas?
@jmorganca commented on GitHub (Jan 14, 2024):
Hi @joesalvati68 sorry you hit this. Is this on WSL2? Would it be possible to share the logs and/or error potential
CUDAerror you're seeing in there?Thanks so much
@musiaht commented on GitHub (Jan 14, 2024):
I am seeing the same thing when running mistral. I am using Ubuntu 22.04.3
This is the output from my
journalctl -u ollamaLooks like it ran into a
free(): invalid pointer.@ryukyi commented on GitHub (Jan 14, 2024):
Same with WSL2 ubuntu22.04 and definitely a memory issue. I had the same on
llama2,llama2-uncensoredandmistralalthoughmistralI was able get responses to some queries that were short. As soon as I asked multiline or longer questions, the same memory issue happens. See below output from:journalctl -u ollamaLooks like it retries 7 times before stopping:
Scheduled restart job, restart counter is at 7.It fails a CUDA_CHECK of cuda_malloc:
328b83de23/ggml-cuda.cu (L6600)@ryukyi commented on GitHub (Jan 14, 2024):
Here is my hardware spec output from wsl2 ubuntu22.04 LTS distro using
inxi -Fxz:@joesalvati68 commented on GitHub (Jan 14, 2024):
Ok. So apologies if the question seems stupid. How do I get logs on this? Yes, it is on WSL2 but I'm running 32 GB of Ram and an RTX 2070 qand have previously run larger local llms without any issue. I'm still relatively new to this but learning a lot very quickly so appreciate the extra guidance.
@ryukyi commented on GitHub (Jan 14, 2024):
@joesalvati68 As suggested by jmorganca above (from your bash terminal in wsl2):
journalctl -u ollamahardware specs output:
inxi -Fxz@nps798 commented on GitHub (Jan 15, 2024):
having same issue for custom model (i build from GGUF file)
while work without problems with library models
@akhercha commented on GitHub (Jan 15, 2024):
Hey; having the same problem running the
mixtralmodel:Same behavior than observed above ; working for small requests but crashing on multi lines.
@aseedb commented on GitHub (Jan 17, 2024):
Same issue.
here is an part of the journal:
This makes perfect sense, I have 4 GPUs and some of them are used for other tasks and have their memory close to full.
nvidia-smireturnsUnder these conditions I can run a 2.7 and 3B models but anything higher crashes.
Is it possible to specify which GPU to use?
Setting CUDA_VISIBLE_DEVICES does not help.
@Deluxer commented on GitHub (Jan 17, 2024):
In my scenario, this is the encountered error
I comprehend that the issue pertains to memory allocation, yet despite my attempts at rebooting the service like sudo systemctl restart ollama, it remains non-functional.
GPU's status and specifications.
@simonnxren commented on GitHub (Jan 21, 2024):
Same error here. But inside the printout of journalctl, it shows "no CUDA-capable device"
@Deluxer commented on GitHub (Jan 21, 2024):
I was able to solve the problem by using the CUDA drivers corresponding to my video card.
Please try to install the corresponding version of CUDA Toolkit.
If you use Linux follow the instructions from Ollana on Linux
For newer versions of NVIDIA use
instead of
@CaiZekun commented on GitHub (Jan 26, 2024):
Me too, I have encountered this situation since I downloaded llama2 on wsl
Below is my log, how can I solve this problem?
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rbx 0x7fb0297fc640
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rcx 0x7fb09c4309fc
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rdx 0x6
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rdi 0x45f
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rsi 0x47b
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rbp 0x47b
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rsp 0x7fb0297fb3e0
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r8 0x7fb0297fb4b0
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r9 0x7fb0297fb450
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r10 0x8
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r11 0x246
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r12 0x6
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r13 0x16
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r14 0x245640490
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: r15 0x8
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rip 0x7fb09c4309fc
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: rflags 0x246
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: cs 0x33
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: fs 0x0
Jan 26 17:52:14 DESKTOP-0JQI779 ollama[1119]: gs 0x0
Jan 26 17:52:14 DESKTOP-0JQI779 systemd[1]: ollama.service: Main process exited, code=exited, status=2/INVALIDARGUMENT
Jan 26 17:52:14 DESKTOP-0JQI779 systemd[1]: ollama.service: Failed with result 'exit-code'.
Jan 26 17:52:17 DESKTOP-0JQI779 systemd[1]: ollama.service: Scheduled restart job, restart counter is at 8.
Jan 26 17:52:17 DESKTOP-0JQI779 systemd[1]: Stopped Ollama Service.
Jan 26 17:52:17 DESKTOP-0JQI779 systemd[1]: Started Ollama Service.
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 images.go:808: total blobs: 6
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 images.go:815: total unused blobs removed: 0
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 routes.go:930: Listening on 127.0.0.1:11434 (version 0.1.20)
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 shim_ext_server.go:142: Dynamic LLM variants [cuda rocm]
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 gpu.go:88: Detecting GPU type
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 gpu.go:203: Searching for GPU management library libnvidia-ml.so
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 gpu.go:248: Discovered GPU libraries: [/usr/lib/wsl/lib/libnvidia-ml.>
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 gpu.go:94: Nvidia GPU detected
Jan 26 17:52:17 DESKTOP-0JQI779 ollama[1154]: 2024/01/26 17:52:17 gpu.go:135: CUDA Compute Capability detected: 7.5
@dhiltgen commented on GitHub (Jan 26, 2024):
@musiaht your issue is tracked in issue #2165 - please give 0.1.22 a try and see if that works for your setup as we have fixed various ROCm related defects recently.
@ryukyi @akhercha @aseedb you hit an out-of-memory error on your CUDA card. We've been making steady improvements on our memory estimates, so I'd encourage you all to give 0.1.22 a try and let us know if you still see the crashes.
@CaiZekun unfortunately that portion of the log doesn't contain what we need to understand why it crashed. I'd suggest upgrading to 0.1.22 and if you still see a crash, please share more of the log.
@CaiZekun commented on GitHub (Jan 27, 2024):
Thankyou for your suggestion!
I updated my ollama to 0.1.22, now I can use
ollama runnormally.But when I use
ollama serve, the following situation occurs. How should I solve this problem?Below is my log:
GPU's status and specifications.
@dhiltgen commented on GitHub (Jan 27, 2024):
@CaiZekun from those logs, I'm not seeing any crashes, it looks more like a normal shutdown. You're running in WSL2 from the looks of it, and it seems like all our discovery logic is working correctly, and we find your NVIDIA GPU. What might be helpful to try is in one wsl terminal window, run
sudo systemctl stop ollama; OLLAMA_DEBUG=1 ollama serveand then in another wsl terminal window, after that "serve" command gets started, runollama run orca-minithen/set verboseand give it some prompt. If it doesn't work, share the server log so we can see what failed.@CaiZekun commented on GitHub (Jan 28, 2024):
Thanks for your attention! I followed your instructions.
Below is the first wsl window:
Below is the second:
It looks like my
ollama run llama2works fine. Is it because my memory is too small?@ryukyi commented on GitHub (Jan 28, 2024):
I reinstalled and everything works fine for mistral thanks @dhiltgen
@akhercha commented on GitHub (Jan 28, 2024):
Working for me too - thanks 🫶
@dhiltgen commented on GitHub (Jan 28, 2024):
@CaiZekun your output looks good! Yes, it seems to be working properly. In particular,
offloaded 19/33 layers to GPUin the log shows almost half of the model is loaded on the CPU, so slower performance is to be expected. Using a smaller model that entirely or mostly fits on your GPU's VRAM will yield much better performance.It sounds like most people on this issue now have a working setup with the latest release. @joesalvati68 if you're still having problems with 0.1.22 please add a comment and I'll re-open the issue and we'll work through it with you.
@vsndev3 commented on GitHub (Feb 11, 2024):
For anyone getting the EOF error when using AMD 8700G iGPU with Ubuntu, below will help to solve:
The error got in the log was "rocBLAS warning: No paths matched /opt/rocm/lib/rocblas/library/gfx1103co. Make sure that ROCBLAS_TENSILE_LIBPATH is set correctly."
To fix we have to override the GFX environment variable like
"HSA_OVERRIDE_GFX_VERSION=11.0.0 /usr/local/bin/ollama serve"Same can be added in /etc/systemd/system/ollama.service as a new line in [Service] section withEnvironment="HSA_OVERRIDE_GFX_VERSION=11.0.0"will solve the crash.