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Originally created by @cbrousseauAumni on GitHub (Oct 21, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/7301
What is the issue?
Running
ollama run mistral ""& /set nohistory & /set quiet &in a bash script as the entrypoint to a docker container, in an attempt to start mistral right after starting the ollama server and pulling mistralOutput of
ps aux | grep ollama | grep -v grepis0These are the outputs of running subprocesses:
7 root 0:31 {ollama} /run/rosetta/rosetta /usr/bin/ollama ollama serve30 root 0:00 {ollama} /run/rosetta/rosetta /usr/bin/ollama ollama run mistralBut when I go to access the model:
$curl http://0.0.0.0:11434- Ollama is runninglitellm.exceptions.APIConnectionError: litellm.APIConnectionError: OllamaException - {"error":"model \"mistral\" not found, try pulling it first"}If I manually exec into the container and run
ollama run mistralit tries to pull the model all over again despite the model already having been pulled during build.Any help would be wonderful, let me know if there are relevant details missing.
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Linux
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ollama version is 0.0.0 is the output
@cbrousseauAumni commented on GitHub (Oct 21, 2024):
No GPU, CPU only
@cbrousseauAumni commented on GitHub (Oct 21, 2024):
Further addition: When trying to install an update to ollama, the linux amd64 version is downloaded instead of the linux x86_64 with the install script.
@rick-github commented on GitHub (Oct 21, 2024):
It's not clear from your summary what the actual contents of your entrypoint is, if it's literally what you have there I would expect several errors.
If you are running standalone docker, try:
If you are using docker compose:
amd64 is the same as x86_64.
@cbrousseauAumni commented on GitHub (Oct 21, 2024):
I'm actually not running the ollama docker image anywhere, it's a chainguard image.
Ollama stuff in the dockerfile:
This runs fine
Contents of the entrypoint:
This seems to run fine, but then after the entrypoint executes there's the issues mentioned above.
@rick-github commented on GitHub (Oct 21, 2024):
When you build the image, ollama is running as root and the models are stored in /root/.ollama. I'm not familiar with the format of the output of ps in your summary, but if I'm interpreting '{ollama}' correctly, you are running the server as user ollama. That doesn't really match the contents of your entrypoint file - some of the other stuff from the the Dockerfile might shed light on how you are starting the server. In any case, if it's running as ollama, the models will be stored in /usr/share/ollama. You can override this with
OLLAMA_MODELS.Note that your entrypoint file has problems.
/set nohistoryand/set quietare not consumed by theollama runcommand, the shell will try to execute the command/setwith argumentsnohistoryandquiet. If the entrypoint file is the sole command executed when the container starts (ie, not part of some run system) then the container will terminate when theollama runcommand completes.@cbrousseauAumni commented on GitHub (Oct 21, 2024):
Great, I think this conversation may have helped me see how to solve several of the problems. So I can set OLLAMA_MODELS to the .ollama/models directory where mistral is being pulled during build. Is there a way of making sure nohistory and quiet are in place, either through env vars or someplace else? This is a read-only file system, otherwise it wouldn't be important.
@rick-github commented on GitHub (Oct 21, 2024):
I'm not sure why you want to set
nohistoryandquiet, since stdin ofollama runwon't read from a terminal because you gave it an argument. You can useOLLAMA_NOHISTORY=1to disable interactive history, andquietis the default so you don't need to set it.@cbrousseauAumni commented on GitHub (Oct 21, 2024):
Ok, I've modified the entry_script.sh to be this:
Are there any other changes that need to happen here?
As far as the docker image, it's a chainguard image, and these are the Ollama env, but nothing else related to ollama is in there:
I really just need to make sure that ollama run mistral is running when we get to the POST requests, so I don't get connection refused errors.
@rick-github commented on GitHub (Oct 21, 2024):
ollama run mistralis not really required, ollama will load the model when the first request is received, although you will save a couple of seconds of response time for that first query. You also probably want to setOLLAMA_KEEP_ALIVE=-1to stop the model from being unloaded when it's idle, andOLLAMA_NUM_PARALLEL=1to save some VRAM if the model is not expected to run multiple concurrent completions.Again, if the entrypoint is the sole command executed at container start, the container will terminate when the command finishes execution.
@cbrousseauAumni commented on GitHub (Oct 21, 2024):
Beautiful, thank you for helping me understand it better. I'll test this now.
@igorschlum commented on GitHub (Oct 22, 2024):
thank you @rick-github nice detailed explainations
@cbrousseauAumni commented on GitHub (Oct 22, 2024):
Unfortunately, when Ollama gets its first request, I get this error, this is the same one I've been getting:
litellm.exceptions.APIConnectionError: litellm.APIConnectionError: OllamaException - {"error":"model "mistral" not found, try pulling it first"}
@rick-github commented on GitHub (Oct 22, 2024):
If you provide the full Dockerfile and dependencies, it will aid in debugging.
@cbrousseauAumni commented on GitHub (Oct 22, 2024):
When the server runs, it outputs this:
Couldn't find '~/.ollama/id_ed25519'. Generating new private key.But this is the output of ls -a in ~/.ollama:
Are we sure that overriding with OLLAMA_MODELS is working, or is there another environment variable I'm missing?
@cbrousseauAumni commented on GitHub (Oct 22, 2024):
Here's the dockerfile:
@rick-github commented on GitHub (Oct 22, 2024):
Contents of
ollama_install.sh,entry_script.sh? What's the base forcompany-image?@cbrousseauAumni commented on GitHub (Oct 22, 2024):
ollama_install.sh is the vanilla install/upgrade script from here: https://ollama.com/install.sh
entry_script.sh is up above, company-image base is wolfi
@cbrousseauAumni commented on GitHub (Oct 22, 2024):
One more piece of info: When I exec into the docker container and check whether

ollama run mistralworks, I get this:I don't know whether the model is actually completely downloading during the docker build process when
ollama pull mistralis being run.@rick-github commented on GitHub (Oct 22, 2024):
I substituted
company-imagewithcgr.dev/chainguard/wolfi-baseand commented out the the stuff related to building the app.entry_script.shwas changed to:Note that you set
FUNCTION_DIRat the top of the Dockerfile but not after theFROMstatements, which reset variables. So the models are being stored in/.ollama/models.@cbrousseauAumni commented on GitHub (Oct 23, 2024):
I think I'm seeing where the problem is, but I don't know how to solve it. I changed the entry_script.sh to be the same as above.
Are my docker commands doing something unintended? Or is the entry_script not being called for some reason?
@rick-github commented on GitHub (Oct 23, 2024):
What do you have
OLLAMA_HOSTset to in thedata-extractorcontainer? What's the result ofdocker exec -it data-extractor env?@cbrousseauAumni commented on GitHub (Oct 23, 2024):
It worked! But there's an issue that I was hoping to avoid talking about, which is a runtime interface emulator & client.
These are getting in each others' way in the entry_script, where only one of them works at a time rn. Could you help me modify the entry_script so that both of these work at once?
Current script:
@rick-github commented on GitHub (Oct 23, 2024):
Note that if the python script exits, the container will also exit.
@rick-github commented on GitHub (Oct 23, 2024):
If you want the python script to be able to exit without killing the container:
@cbrousseauAumni commented on GitHub (Oct 23, 2024):
Beautiful, everything is fixed. Thank you @rick-github, you've really helped here above and beyond.