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Originally created by @kode54 on GitHub (Nov 7, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/7564
What is the issue?
I figure this is a downstream packaging issue, but this could possibly do with some upstream help. Arch is at 0.3.12, and has recently attempted to package against their ROCm 6.2.2 packages in the testing repositories, which I am working on signing off against as a tester.
The models
llama3.2,llama3.1,llama3, andllama2all fail to load and run on my RX 7700 XT. At leastllama3.1is verified to work with this repository's official binaries package, as installed with the installer script to/usr/local.The 3+ series fail with:
The 2 model fails with a bit more verbose error:
I will be attempting to upgrade the Arch package to build ollama 0.4.0, and test further. I'm also reporting this to Arch packaging for
ollama-rocm, since again, it's likely a downstream packaging issue, but I'm not sure exactly what issue would cause it, be it the particular version of ROCm, or something else with the packaging.OS
Linux
GPU
AMD
CPU
AMD
Ollama version
0.3.12
@ydalton commented on GitHub (Nov 8, 2024):
You might want to attach the logs from the ollama server, as I'm having the exact same issue that you are having in an Arch Linux distrobox. When I run the
llama3model, I get your exact message, and this is what I get on the server's logs:Edit: I have tested the Docker container (obtain with
docker pull ollama/ollama:rocm) and I did not get any of these errors whatsoever.@kode54 commented on GitHub (Nov 8, 2024):
I also tested the install.sh version from this repository and it works. I also reported to downstream Arch packaging. They're having a bit of a problem getting 0.4.0 to build.
@dhiltgen commented on GitHub (Nov 8, 2024):
PR #7499 will hopefully help with the downstream packaging.
I haven't seen that ROCm failure mode before, so I'm not sure exactly what went wrong. It might help to build on another distro (ubuntu, etc.) with official ROCm packages from AMD, capture the log, and then compare the flags getting passed on the arch build to see if there's anything obvious that jumps out.
@lubosz commented on GitHub (Nov 9, 2024):
@dhiltgen Unfortunately your
make_targetsbranch does not have any effect on this issue.The ROCm
CUBLAS_STATUS_INTERNAL_ERRORerror remains the same. I also get a long go stacktrace, although it's most likely irrelevant.Same behaviour on latest
mainandmake_targetsbuilt usingmake -j12andgo build .So it's independent from the Arch Linuxollama-rocmpackage, but might be related on how Arch packages ROCm 6.2.The exact same issue also occurs in
llama.cpp:https://github.com/ggerganov/llama.cpp/issues/10234
Speaking about make targets, the
AMDGPU_TARGETSvariable from the docs doesn't seem to be actually used in the build. See https://github.com/ollama/ollama/blob/main/docs/development.md#linux-rocm-amdWhen setting
AMDGPU_TARGETS=gfx1030it still builds for all architectures. Agit grep AMDGPU_TARGETSalso supports that the variable is not used in the ollama build.I needed this patch to actually only build for mine:
@nonetrix commented on GitHub (Nov 10, 2024):
I get this from ollama serve
@lubosz commented on GitHub (Nov 10, 2024):
Running ollama serve with
AMD_LOG_LEVEL=3results only in onehipErrorNotReadyerror:ollama_serve_amd_log_level_3_llama3.log
While
llama.cppgives me manyhipErrorNotFounderrors when run with a similar model (llama 3) and resulting in the sameCUBLAS_STATUS_INTERNAL_ERROR:@lubosz commented on GitHub (Nov 10, 2024):
This seems to be the same error on Gentoo:
https://github.com/ollama/ollama/issues/6857
@Stefanomarton commented on GitHub (Nov 12, 2024):
Same problem here, latest update of ollama from arch repo is actually broken due to rocm-core.
I tried downgrading to rocm 6.0.2 with no success
Installing ollama using the scripts in the docs solved the issue for me.
@unclemusclez commented on GitHub (Nov 13, 2024):
ubuntu 24.04, gfx906, origin main
i get
/tmp/ollama719590581/runners/rocm/ollama_llama_server: error while loading shared libraries: libggml_rocm.so: cannot open shared object file: No suchthese files exist and are compiled, however, i moved the file from the source code folder to
/opt/ollama/lib/libggml_rocm.soand it still wouldn't find it under theLD_LIBRARY_PATHenv setting. not sure what the Environment Variable is that it is looking for, but i don't compile this on the machine locally, and as mentioned above, it's building every driver, not just the AMD GPU TARGET.@zw963 commented on GitHub (Nov 13, 2024):
I copied my original issue to here for reference.
What is the issue?
I use Arch linux, i update my package to latest today.
Following is my upgraded version:
Before this update, when i run ollama serve use following command:
I can run
ollama run llama3.2succssful.But, after this update, i can still run serve without issue: (check following start log)
ollama serve start up log
But, it failed with following log when run
ollama run llama3.2I can still use it if not set
HSA_OVERRIDE_GFX_VERSION=11.0.0when start ollama server.OS
Linux
GPU
AMD
CPU
AMD
Ollama version
0.4.1
EDIT:
I try install Arch linux builtin verison ollama-rocm, and run it use root user,
But, no luck, with following error message:
@dhiltgen commented on GitHub (Nov 13, 2024):
@zw963 I'd suggest running with
OLLAMA_DEBUG=1set while you're working through the packaging misalignments. The 0.4.0 release changed a number of things on how we build and the packaging layout. The debug logs should help spot where things are out of sync. I'd also suggest trying my branch from #7499@unclemusclez commented on GitHub (Nov 13, 2024):
@dhiltgen i tried your PR with:
AMDGPU_TARGETS="gfx906" make -j16It still seems to produce every version of the driver, and i get the same error of
/tmp/ollama3533626889/runners/rocm/ollama_llama_server: error while loading shared libraries: libggml_rocm.so: cannot open shared object file: No such file or directory43 msg="offload to rocm" layers.requested=-1 layers.model=65 layers.offload=65 layers.split="" memory.available "[32.0 GiB]" memory.gpu_overhead="0 B" memory.required.full="27.9 GiB" memory.required.partial="27.9 GiB" memory.required.partial="27.9 GiB" memory.required.kv="2.0 GiB" memory.required.allocations="[27.9 GiB]" memory.weights.total="25.8 GiB" memory.weights.nonrepeating="609.1 MiB" memory.graph.full="676.0 MiB" memory.graph.partial="916.1 MiB"@svenstaro commented on GitHub (Nov 14, 2024):
Note Arch people on ROCm: I'm pretty sure you're actually seeing https://gitlab.archlinux.org/archlinux/packaging/packages/rocblas/-/issues/2. ollama upstream, sorry for the noise! We're trying to sort this out. It's all a bit confusing though it appears to be a ROCm bug from the looks of it. A user in the linked issue is currently digging into it. It apparently is already fixed upstream so maybe we can backport the fix.
@Chris2000SP commented on GitHub (Nov 14, 2024):
I downgraded succesfully by going the whole dependency path through of
ollama-rocmon Arch. What i didn't downgrade wasmesabecause i want to play games aso. Hope that helps. EDIT: i forgot to say thatollama-rocmit self i didn't downgrade.@zw963 commented on GitHub (Nov 14, 2024):
I downgrade all packages yesterday, to 2024/11/04, but no luck.
@dhiltgen commented on GitHub (Nov 14, 2024):
@unclemusclez I've further refined how the
-Lpaths are being passed to the build. Please give the latest commits on the branch a try. If it still fails to find things, can you share the build output at the end so I can see thego buildthat didn't work correctly?@Chris2000SP commented on GitHub (Nov 14, 2024):
I have rocm downgraded to the version 6.0.2 or the date 2024/10/20 for all dependencies.
@Tealk commented on GitHub (Nov 14, 2024):
I also noticed the problem today and reinstalled extra/ollama-rocm 0.4.1-1. I had previously installed extra/ollama 0.4.1-1 and that did not have the problem.
@Chris2000SP commented on GitHub (Nov 14, 2024):
@Tealk did you test the output of your LLM?
@Tealk commented on GitHub (Nov 14, 2024):
What exactly do you mean by that?
@Chris2000SP commented on GitHub (Nov 14, 2024):
Sorry, my bad. I misunderstood your sentence.
For me, it works with downgrading the dependencies except of
mesaandollama-rocmitself.@Tealk commented on GitHub (Nov 14, 2024):
On which version?
@Chris2000SP commented on GitHub (Nov 14, 2024):
This here ^^^^^^^
@Tealk commented on GitHub (Nov 14, 2024):
Unfortunately I can't find that on my computer, all versions start with 0.
@Chris2000SP commented on GitHub (Nov 14, 2024):
Arch has a archive for that.
@Chris2000SP commented on GitHub (Nov 14, 2024):
@Tealk I mean all dependencies of ollama-rocm not the package it self. Meaning hipblas and so on.
@Tealk commented on GitHub (Nov 14, 2024):
You mean the dependencies, ok then I'll wait for a patch.
@Chris2000SP commented on GitHub (Nov 14, 2024):
rocm-core-6.0.2-2,hipblas-6.0.2-1,hsa-rocr-6.0.2-2,rccl-6.0.2-1,rocalution-6.0.2-2,rocblas-6.0.2-1,rocfft-6.0.2-1,hip-runtime-amd-6.0.2-4,comgr-6.0.2-1,rocm-device-libs-6.0.2-1,rocm-llvm-6.0.2-1,rocprofiler-6.0.2-2,rocsolver-6.0.2-3,rocsparse-6.0.2-2Here is my downgrade list i have done downgrading.
@Chris2000SP commented on GitHub (Nov 14, 2024):
i forgot that i done this export
/usr/lib/ollamatoLD_LIBRARY_PATH. Sorry. i just realized that.@stephensrmmartin commented on GitHub (Nov 14, 2024):
Confirming this: I just did the following downgrades:
(Note the direction of the arrow).
I also had to manually move libggml_rocm.so from /usr/lib/ollama to /tmp/systemd-...ollama-.../tmp/ollama/runners/rocm
After that, ollama 0.4.1 appears to run without error.
Edit: Well, not without error; the llama 3.2 vision model fails.:
@Chris2000SP commented on GitHub (Nov 14, 2024):
Yeah, cool. But i was just guessing the rocm version that could be without bugs. I didn't dig in to it, and i am not developer enough to do so.
EDIT: llama 3.2 vision is brand new. No wonder it's not working. I am glad that solar-pro works because it is the best model to date for my 6800 XT
@unclemusclez commented on GitHub (Nov 15, 2024):
@dhiltgen
/usr/local/bin/llama/build/linux-amd64/runners/usr/local/lib/ollama/runnersseem to be at least part of the issue.is there a
make installwe are supposed to be using?if i copy the compiled locations
./ollama/runnersand./ollama/llama/build/linux-amd64/runnersto/usr/local/lib/ollama/runnersit seems to load.aside from the compilation of all of the drivers and manual migration of the runners, it's working on ROCm 6.2.4 Ubuntu 24.04
this retrieves the error:
but, if i run it from the local build folder:
@rainbyte commented on GitHub (Nov 16, 2024):
I just installed these updates:
And run ollama with this command:
Then I got this error as before:
To make it work I had to do this:
EDIT:
I'm using RX 7900 XTX gpu
@zw963 commented on GitHub (Nov 16, 2024):
Cool, thanks you, it works for me, i780M, the only issue is, the tmp folder name ollama1482905245 is randome between start, i have to write a script to find it and copy
libggml_rocm.sothere.@rainbyte commented on GitHub (Nov 16, 2024):
@zw963 exactly that
it seems each time you launch ollama it will create a different folder inside /tmp
maybe it should copy both files? or add
/usr/lib/ollamato library pathEDIT:
I just tried this command to add the library path
And it works without copying the .so file
@svenstaro commented on GitHub (Nov 16, 2024):
This is clearly a downstream problem in Arch and I suggest we move over there and leave upstream in peace: https://gitlab.archlinux.org/archlinux/packaging/packages/ollama-rocm/-/issues/3
@zw963 commented on GitHub (Nov 16, 2024):
In fact, I run ollama which downloaded from github directly before, it work well before rolling to latest arch linux several days ago with rocm updates to 6.2.2, so, i consider still somethings changed in rocm related package changes cause this.
@kode54 commented on GitHub (Nov 16, 2024):
Arch has fixed their packaging. It required a newer rocblas package, and a rebuild of the ollama-rocm package.
@Tealk commented on GitHub (Nov 16, 2024):
Yes, the fixes of the Arch packages worked for me.
@zw963 commented on GitHub (Nov 16, 2024):
Yes, it's works for me for Arch when update to ollama-rocm-0.4.2-2
@Chris2000SP commented on GitHub (Nov 16, 2024):
Yeah, it works for me too. EDIT: After Updating it works now with newest rocm versions under Arch.
@svenstaro commented on GitHub (Nov 18, 2024):
Can this ticket be closed then?
@unclemusclez commented on GitHub (Nov 20, 2024):
@rainbyte i am still running into this issue on the main branch.
you are upgrading
libggml_rocm.sowhen you compileollamaand the ENV path is just pointing to that same location, correct?in other words, do we need to make sure
libggml_rocm.sois up to date?