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[GH-ISSUE #13061] Ollama Linux with Multiple AMD GPUs Fails to Use Any AMD GPU Since 0.12.6 --AMD gfx1030 AMD 6650 GPU #70710
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opened 2026-05-04 22:40:47 -05:00 by GiteaMirror
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Originally created by @ganakee on GitHub (Nov 12, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/13061
Originally assigned to: @dhiltgen on GitHub.
What is the issue?
Since 0.12.6 (all versions tested) , my system with a AMD 6650 GPU (gfx1030) fails to use the AMD 6650 GPU (dual) and reverts to CPU-only mode.
Several bug reports on Windows etc. of similar bug but those fixes have not affected, for me, the issue.
Must revert, for me, to 0.12.3 to get the GPU working again. No other subsequent version works. Ollama loaded from
systemd.Tested all RC and final from 0.12.6--all fail.
System Ubuntu 25.10.
Relevant log output
OS
Ubuntu 25.10
GPU
Duaal
Radeon RX 6650XT
Radeon 680M
CPU
AMD Ryzen 7 6800H
Ollama version
Tried all from 0.12.6. Working until 0.12.3. Can revert to 0.12.3 and immediately works on systemd restart of ollama service
@rick-github commented on GitHub (Nov 12, 2025):
Server log with
OLLAMA_DEBUG=2in the server environment will help in debugging. Note this will include any prompt so only share up to the line that saysinference compute.@0xra0 commented on GitHub (Nov 12, 2025):
I had the same problem but the problem disappeared by itself
@ganakee commented on GitHub (Nov 13, 2025):
Thanks @rick-github. I appreciate the helpful link to the logs information.
I just tried the new 0.12.-11-rc1. For me, 0.12.11-rc-1 still uses CPU only. Reverting to 0.12.3, the GPU is used.
Testing 0.12.11-rc-1 and Logs
I just downloaded and installed the 0.12.11-rc1. I used both the base download and the AMD ROCm support download as normal. My update BASH script does all the systemd restarts etc.
With 0.12.11-rc1 loaded I executed a prompt (see 10:03:44).
nvtopshowed no GPU activity.Using
journalctl -u ollama --no-pager --follow --pager-end:LOG for 0.12.11-rc1
REVERTING to 0.12.3 and Testing 0.12.3 and Logs
I reverted to 0.12.3 using both the base ollama and AMD ROCm support download. Restarted systemd etc.
When I run 0.12.3 and execute a prompt (same prompt),
nvtopshows immediate activity on (for me) GPU1 (the 6650) and offloading seems to succeed. Compare0.12.11-rc1 NO Offload
Nov 13 10:03:35 OMEN ollama[6578]: time=2025-11-13T10:03:35.916-05:00 level=INFO source=ggml.go:482 msg="offloading 0 repeating layers to GPU"0.12.3 Offload
Nov 13 10:15:18 OMEN ollama[11302]: time=2025-11-13T10:15:18.253-05:00 level=INFO source=ggml.go:498 msg="offloaded 36/36 layers to GPU"I have seen this since 0.12.6 when my prompt execution time suddenly increased (lower token counts due to CPU). I then re-installed older versions and the GPU worked again. @0xra0 suggested this issue went away. I admit that I have not just allowed any of the new versions to just sit for a long time.
Logs for REVERTED 0.12.3
@rick-github commented on GitHub (Nov 13, 2025):
Please include the full log with
OLLAMA_DEBUG=2from 0.12.11-rc1.@ganakee commented on GitHub (Nov 13, 2025):
Sorry @rick-github .I added the
OLLAMA_DEBUG=2. SEE FIXED LOG BELOW IN SECOND POST.I just re-downloaded 0.12.11-rc1 and set
OLLAM_DEBUG=2. (See below if anyone else neds to do this.)I re-installed 0.12.11-rc1 with both the ollama base and AMD ROCm support. Restart ollama service.
I executed a simple prompt.
nvtopshowed no GPU activity using 0.12.11-rc1 (that is, default to CPU).Because this is a production system, I needed to now revert to 0.12.3.
I looked at the new log and no offload. (see full log below)
SNIP OF LOG
IGNORE Full Log 0.12.11-rc1 on AMD 6650 with OLLAMA_DEBUG=2Simple Instructions for setting OLLAMA_DEBUG=2 in Systemd Service on Ubuntu 25.10
cd /etc/systemd/systemsudo gedit ollama.serviceOLLAMA_DEBUG=1line and change to 2sudo systemctl daemon-reloadsudo systemctl restart ollama.service@ganakee commented on GitHub (Nov 13, 2025):
Use first. (My stupid error. I changed to 2. But that line was commented, and I did not carefully note that.)
FIXED Full Log 0.12.11-rc1 on AMD 6650 with OLLAMA_DEBUG=2
@rick-github commented on GitHub (Nov 13, 2025):
The start of the log that contains the device detection is the bit that's required, from the line that has
msg="server config"to the line that hasmsg="inference compute", inclusive.@ganakee commented on GitHub (Nov 13, 2025):
OK. Sorry. Odd. I copied the whole log from terminal.
I need to leave but will try perhaps tonight.
@ganakee commented on GitHub (Nov 13, 2025):
OK. I tried again before leaving. Re-installed 0.12.11-rc1. OLLAMA_DEBUG=2.
I searched the terminnl output, and there is no msg="server or similar. Hmmmm. I did a full reboot even. I also serched for msg="inference compute" and saw nothing.
@rick-github commented on GitHub (Nov 13, 2025):
@ganakee commented on GitHub (Nov 13, 2025):
Thanks @rick-github.
OK, full reboot. OLLAMA_DEBUG=2 (and active). using 0.12.11-rc1 ollama --version = 0.12.11-rc1
This is the entire GNOME Terminal Output....
@ganakee commented on GitHub (Nov 13, 2025):
Just in case I missed anything:
@ganakee commented on GitHub (Nov 14, 2025):
Just provided for comparison. I reverted to 0.12.3 and ran the same prompt using 0.12.3.
Log for Comparison With 0.12.3 (This Works) OLLAMA_LOG=2
@dhiltgen commented on GitHub (Nov 14, 2025):
What happens if you don't set
ROCR_VISIBLE_DEVICES:2,3,1,0@ganakee commented on GitHub (Nov 14, 2025):
Thanks @dhiltgen . @rick-github thanks as well for all the help.
While the problem might not be resolved, this does help to remove
ROCR_VISIBLE_DEVICES.I downloaded 0.12.11 (NOTE: RC1 is now deprecated. There is a slight chance that this is a 0.12.11 vs. 0.12.11-rc1 fix.)
I used 0.12.11 (not RC as no longer available). Installed,
daemon-reloadandrestart ollama.service.I noted that the start time was longer/slower.
nvtopshowed a pause before the model loaded as opposed to 0.12.3. Perhaps this is some polling?)The
systemd ollama.servicefile is now:Log of 0.12.11 After Removing ROCR_VISIBLE_DEVICES and OLLAMA_DEBUG
@ChenxiWu-Lab commented on GitHub (Nov 14, 2025):
Hello, I encountered a similar problem while using my R9700. Ollama initially worked on the GPU for inference, but then suddenly reverted to CPU. I even thought there was something wrong with my Dify or my Ubuntu system. However, reinstalling Ubuntu Server LTS 24.4.3 didn't improve the situation.
My graphics card isn't on the official support list, but since it initially worked for GPU inference, it seems to be supported.
Ummmm, hopefully we can both resolve this issue.
@dhiltgen commented on GitHub (Nov 14, 2025):
@ganakee from your logs, it looks like it correctly identified 1 compatible GPU, and did so in about 6 seconds. Your ROCR_VISIBLE_DEVICES setting was pointing to invalid GPUs, which was likely what was leading to the problem. Since your other GPU appears to be an iGPU, it most likely isn't gfx1030, so it seems like the system is behaving as designed. I'm going to go ahead and close the issue now, but if it isn't running inference on your GPU, please share logs showing a model load falling back to CPU and I'll reopen.
@ChenxiWu-Lab your GPU is gfx1201 which is unrelated to this issue. Support for that GPU is problematic currently given ROCm compatibility challenges, and other issues exist tracking that.
@ganakee commented on GitHub (Nov 14, 2025):
@dhiltgen Great. I will watch it.
My comment that this might not be resolved was only suggesting that something may have changed code-wise between 0.12.3 and 0.12.6 regarding "polling" the GPU cards. The config worked for over a year until 0.12.6. I have seen a few bug reports possibly related to GPU polling and just mentioned that the issue (not complaint or concern) might be an unintended change. No problem. Just trying to be helpful and appreciated the help.