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Reference: github-starred/ollama#52287
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Originally created by @arkerwu on GitHub (Feb 7, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/8908
What is the issue?
A freshly installed Ollama 0.5.7 cannot use the GPU, even though CUDA is installed correctly. After uninstalling and installing version 0.4.7, the problem disappears, and the GPU can be used. However, reinstalling 0.5.8-r version causes the issue to reappear, with the GPU being unusable, even though ollama ps shows 100% GPU usage.
Relevant log output
OS
Linux
GPU
Nvidia
CPU
Intel
Ollama version
0.5.7
@arkerwu commented on GitHub (Feb 7, 2025):
Tested on two other computers (Linux + 2080Ti and Windows + 3060), the issue persists.
@YonTracks commented on GitHub (Feb 7, 2025):
same issue for me after re-build, I think even 0.5.7 is using the new gpu build settings?
I'm testing now with the changes.
https://github.com/ollama/ollama/blob/main/docs/development.md
official 0.5.7 OllamaSetup.exe should be good, I need to wait for CMAKE to finish.
@YonTracks commented on GitHub (Feb 7, 2025):
yep, I could not wait for CMAKE (compiling 1+hours now), so I shut it down and tested 0.5.7 and 0.5.8 official OllamaSetup.exe.
both working great, but 0.5.8-rc10 seems better and quicker, tested deepseek 32b model. maybe the model, need to test more.
awesome.
edit^: started the cuda compile again using the new build from source instructions, slow as, taking long, way longer than before, cuda toolkit, but using vscode CMAKE and not powershell, not sure, so more testing, I'll keep testing lol.
I see the make folder is now gone, and a build folder.
@gyfprivate commented on GitHub (Feb 7, 2025):
i have same problem #8906
@YonTracks commented on GitHub (Feb 7, 2025):
After the new build from source (link above), and now
powershell -ExecutionPolicy Bypass -File .\scripts\build_windows.ps1seems fixed (waiting again though, compiling again... yay. lol).official works great below.
https://github.com/ollama/ollama/releases/tag/v0.5.7
the OllamaSetup.exe is good but, and also for the 0.5.8-rc10.
And after my local new build, it truly does seem faster, epic, cheers ollama.
@YonTracks commented on GitHub (Feb 7, 2025):
update: after
powershell -ExecutionPolicy Bypass -File .\scripts\build_windows.ps1compiling to test the installer, and running the compiled OllamaSetup.exe, the issue returns.recap: so far, only using the new instructions at https://github.com/ollama/ollama/blob/main/docs/development.md and
notusing thepowershell CMAKE
powershell -ExecutionPolicy Bypass -File .\scripts\build_windows.ps1. the localollama servewill work.@YonTracks commented on GitHub (Feb 7, 2025):
far out, compiling again fresh. I also missed
go run . serveno way? really, I think same asollama serve, but anyway, I'll have to test after the rebuild with vscode CMAKE. so far, I'm using the extension, and it auto configures the build folder, but if I try to use just the terminal, it says the build folder already exists, if I delete the build folder and runcmake -B build cmake --build build --config Releaseit does not find compiler.so really slow with the vscode CMAKE extension but it worked so I will do that again.
I will test after, and check the path and try deleting the extension etc.
@arkerwu commented on GitHub (Feb 7, 2025):
I tried compiling from the source code, and it does work. However, I still hope the official team can identify the issue and fix it.
@gyfprivate commented on GitHub (Feb 7, 2025):
im very new, please help for all detail( hot to compiling ,what to do after compiling),i tried compiling and not work,help
@arkerwu commented on GitHub (Feb 7, 2025):
try 0.4.7 version
@YonTracks commented on GitHub (Feb 7, 2025):
yep, windows? for now, best to not compile from source? only use the OllamaSetup.exe from the tag releases, and it will work great (also don't run ollama serve, rather use the icon or installed app like a normal app).
but if wanting to compile, then need to configure CMake/build correct. I'm still compiling lmao. I need to configure better, I think.
good luck.
@gs80140 commented on GitHub (Feb 7, 2025):
does it auto select GPU or not ?
my setting like this
Description=Ollama Service
After=network-online.target
[Service]
ExecStart=/usr/bin/ollama serve
User=hadoop
Group=hadoop
Restart=always
RestartSec=3
Environment="PATH=/home/hadoop/.pyenv/bin:/home/hadoop/spark-2.4.8-bin-hadoop2.7/bin:/home/hadoop/apache-hive-2.3.3-bin/bin:/home/hadoop/anaconda
3/bin:/home/hadoop/anaconda3/condabin:/usr/share/Modules/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/skyformai/bin:/bin:/opt/pbs/b
in:/share/apps/anaconda3/bin:/home/hadoop/hadoop-2.7.3/bin:/home/hadoop/.local/bin:/home/hadoop/bin"
Environment="OLLAMA_MODELS=/home/hadoop/ollama"
Environment="OLLAMA_HOST=0.0.0.0:11434"
Environment="OLLAMA_DEVICE=gpu"
Environment="CUDA_VISIBLE_DEVICES =0,1"
[Install]
WantedBy=default.target
but not work , always use CPU
ollama version is 0.5.7
@YonTracks commented on GitHub (Feb 7, 2025):
if not windows, not sure? try 0.4.7
I'm not good enough to explain it? hard to troubleshoot also I don't have the skills just looking, if installed via official OllamaSetup.exe then it works great.
if installed via official OllamaSetup.exe and
ollama is runningand then I quit the app, then useollama serveorgo run. serveor./ollama serveor even start. it is great.but if running the powershell compiler for the installer, then the issue returns, I think it is the env setup. testing.
@YonTracks commented on GitHub (Feb 8, 2025):
update: for me, windows 11 Ryzen 5 5600 32gb ram | rtx3060 12gb
my issues were because of cuda toolkit and the Path env details with v12.6 and 12.8, and then windows and CMake and again env details, for me I had to use
Visual Studio 2022 Developer Command Promptto compile.@arkerwu commented on GitHub (Feb 8, 2025):
Regarding performance, there is no improvement when comparing the source-compiled 0.5.8-r10 version with 0.4.7. Does anyone know why this is the case?
Test environment: Linux + 4090.
@liuliaocheng commented on GitHub (Feb 8, 2025):
Only use cpu,not gpu, why ~,thx
deepseekr1:70b \ollama0.5.7\ GPU a100\ ubuntu 20.04 \cuda11.4
@YonTracks commented on GitHub (Feb 8, 2025):
check the new build instructions for gpus.
https://github.com/ollama/ollama/blob/main/docs/development.md
@YonTracks commented on GitHub (Feb 8, 2025):
I learned
ollama servestarts the actual installed process on the machine, andgo run . serveor./ollama servestarts the dev build process from the repo, 2 separate processes. then for me on windows the icon also (similar toollama servebut with the app exe process also running).@xgocn commented on GitHub (Feb 11, 2025):
The same porblem.
windows11 with 3060 laptop GPU, the GPU used few,but CPU 100% occupied
@arkerwu commented on GitHub (Feb 11, 2025):
try0.4.7
@esselesse commented on GitHub (Feb 12, 2025):
ha
0% GPU, 100% CPU + 100% RAM
@arkerwu commented on GitHub (Feb 14, 2025):
Update; worth celebrating, the issue was resolved after updating to 0.5.10.