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Originally created by @vertikalm on GitHub (Nov 4, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/7497
Originally assigned to: @dhiltgen on GitHub.
What is the issue?
Configuration: Intel i3-8100 | RTX_3050_LP | Debian_12 i3wm
I have the following problem:
When booting the system, the conversation with any model downloaded from the ollama-library is very fast, perfect for me.
But after a few minutes, or when executing the command "/bye" ... when re-running the model, the speed drops by 90% and the CPU consumption rises to 100%.
This slowness continues until the system is rebooted. If the ollama parent process is killed, it automatically starts up again by itself and the same slow speed is maintained.
There are no other programs consuming CPU or GPU between re-executions.
server_log
Any ideas?
OS
Linux
GPU
Nvidia
CPU
Intel
Ollama version
0.3.13
@ShivamSrng commented on GitHub (Nov 4, 2024):
Hey, even I am facing this issue recently, with llama 3.1. I have no idea, why its not working, as it used to work perfectly and recently after like 3-4 requests I am getting error as "error reading llm response: read tcp 127.0.0.1:51122->127.0.0.1:51113: wsarecv: An existing connection was forcibly closed by the remote host.".
@rick-github commented on GitHub (Nov 4, 2024):
Server logs may help in debugging.
@vertikalm commented on GitHub (Nov 4, 2024):
ollama_logs.txt
Thanks in advance !
@ShivamSrng commented on GitHub (Nov 4, 2024):
I have this as my server log for ollama.
ollama server log.txt
@rick-github commented on GitHub (Nov 4, 2024):
@vertikalm
ollama loses connection to the GPU and from then until the system is rebooted, schedules models onto the CPU. Is your system a laptop or a device that goes into suspend/hibernation? Rather than rebooting, see if the following helps:
@rick-github commented on GitHub (Nov 4, 2024):
@ShivamSrng
Your problem is different. There's no obvious cause, so we'll have to dig a bit. What's the output of
nvidia-smi?@ShivamSrng commented on GitHub (Nov 4, 2024):
Here's what I see when I ran the command in CMD:

I realized when I run "nvcc -version" it throws an error stating nvcc is not recognized as an internal command. Is something wrong here?
@rick-github commented on GitHub (Nov 4, 2024):
@ShivamSrng Is it possible for you to downgrade the nvidia driver to a slightly older version, say one that supports 12.4? I don't know how hard this is on Windows, but 12.7 looks pretty bleeding edge and there was a recent issue (#7463) on system that also had 12.7.
@vertikalm commented on GitHub (Nov 4, 2024):
@rick-github
This worked perfectly :-)
For now I have created a small script with these commands. This is a Lenovo ThinkCentre desktop. I don't have any power manager running and there is no suspend, just lightdm and i3wm ;
Thanks a lot for the help.
@ShivamSrng commented on GitHub (Nov 4, 2024):
I just did downgraded and now after executing "nvidia-smi" I see:

And still I see the same issue: "error reading llm response: read tcp 127.0.0.1:54819->127.0.0.1:54798: wsarecv: An existing connection was forcibly closed by the remote host." and seeing the server logs, I just realized I have more than 1 server logs and I am attaching all for your reference.
server.log
server-1.log
server-2.log
server-3.log
server-4.log
server-5.log
Thank you in advance.
@rick-github commented on GitHub (Nov 5, 2024):
There are several errors here:
all happening due to a
cudaStreamSynchronize()call. There's an issue on llama.cpp which discusses seeing these types of failures when a connection is closed before a completion is finished, which looks similar to here:The 500 error code indicates the connection was closed before the server could finish fulfilling the request. Most of the failures occur during a multi-second
/api/chatrequest, when most chat requests are less than a second:It's not clear if the error is cause or effect.
The very short
/api/chatrequests are interesting because that's not much time for a RTX 3070 Ti to do a completion. The logs also show a lot of short-lived request to/api/create, usually as a block of 4 requests after a failed chat:So this might come down to the type of input the model is receiving. What client are you using and what is is trying to do here?
@ShivamSrng commented on GitHub (Nov 5, 2024):
So, the complete information about my system is:
I am just typing out some basic comments. See here's one example:

(same issue with other models too).
I am sorry but not able to understand "What client am I using ?"
@rick-github commented on GitHub (Nov 5, 2024):
By "What client am I using ?", I mean what is being used to connect to the ollama server. If your only interaction with ollama is via the command line interface, that doesn't explain the short
/api/chatcalls or the repeated calls to/api/create. I suspect that you have another program installed or a browser extension which is making these calls. This would match your experience that "it used to work perfectly".@ShivamSrng commented on GitHub (Nov 5, 2024):
So before using CMD, I used Python's ollama library in a code to get some text summarization done using llama3.1:latest model. Since, I started facing the issue in my python code, I decided to check whether Ollama works in CMD or not. But as expected it failed giving me out these errors which I mentioned.
@rick-github commented on GitHub (Nov 5, 2024):
Something, somewhere on your computer, is calling
/api/chatand/api/create. It's too quick to be from typing commands in the command line interface, so the most likely explanation is another program, something like Open WebUI or a browser extension like nextjs-ollama-llm-ui. Did you install anything around the time that ollama started crashing?@ShivamSrng commented on GitHub (Nov 5, 2024):
I don't have anything installed you mentioned here not even such extensions. I started facing this issue yesterday morning, and I don't remember anything installing rather I cleared up some applications from C Drive to get some free space. But I took care that I don't remove something that might cause interference.
@rick-github commented on GitHub (Nov 5, 2024):
Have you tried un-installing and re-installing ollama?
@ShivamSrng commented on GitHub (Nov 5, 2024):
I did it multiple times, but no success. Even following the windows installation process provided in repo to execute on the GPU still no improvement. Also, is CMake required for successful execution?
@rick-github commented on GitHub (Nov 5, 2024):
cmake is required to build from source, not to run the service. Are you trying build ollama rather than just installing it?
@ShivamSrng commented on GitHub (Nov 5, 2024):
No, I just installed the windows from the official Ollama's website. I was just confirming that it is not required. I have no idea what went wrong. Believe me it even used to work even in these bleeding edge upgrades that I had first. And now it just stops after 4-5 chats. I have installed CUDA properly which is even detected through the torch, downgraded the upgrades. Every CMD command seems to work but still Ollama's failing with those CUDA errors either showing illegal instruction or illegal memory address.
@rick-github commented on GitHub (Nov 5, 2024):
I think that more data is required to make progress. Install wireshark as described here, start packet capture, use ollama until you get a crash, and then stop capture and add the file here.
@nikhil-swamix commented on GitHub (Nov 6, 2024):
set CUDA_VISIBLE_DEVICES=0,1
in env variable,
once model loaded with
ollama run <TAG>run
ollama psand share output.
best regards,
swamix
@dhiltgen commented on GitHub (Nov 7, 2024):
@vertikalm how did you install Ollama? If you used our script, did you already have the nvidia driver installed? We added some logic to our install script when this problem first appeared for users here but it only comes into play if we install the driver during install. You can use a similar approach on your system to make the fix permanent.
@dhiltgen commented on GitHub (Nov 7, 2024):
@ShivamSrng I would suggest upgrading to 0.4.0 to see if that changes the behavior.
@ShivamSrng commented on GitHub (Nov 7, 2024):
So, I tried many ways to resolve this issue, but I had some time-bound work and for that rather than troubleshooting with the library, within the last reply provided by @rick-github I went through the entire thread. I tried my best to get hold of the issue but eventually decided to just perform the clean installation of Windows, having taken the backup. I am sorry for not keeping you updated, but just now I am done with the complete OS re-installation with backup with Ollama working perfectly.
Thank you very much @rick-github @nikhil-swamix and @dhiltgen .
@vertikalm commented on GitHub (Nov 12, 2024):
@dhiltgen
Indeed, my installation of ollama was through the official script and it was after the installation of the video driver (in this case "nvidia-driver", but not "noveau").
The thing is that, once I used the little trick that @rick-github gave me, removing and re-inserting the kernel module), then ollama works correctly at the expected speed for days, even after suspensions in RAM.
So the problem could be summarized as that after a hard-reset or a first system start, my RTX3050LP disconnects shortly after from the ollama server, but after the kernel trick, it works as expected until a new "poweroff + boot".
I also comment that, with the same configuration and a GTX1660Ti there is no problem, so could it be some low consumption or inactivity message from my low profile card?
For now I am happy with the solution and I do not want to reinstall the graphic driver through a new ollama script. So again, thank you very much for the help.