Convert from cog to worker
I have a docker image created with the cog template and it works locally. I would like to convert it to run on serverless. I managed to convert by uploading to replicate and then using cog-worker but I would like to convert directly from local docker.
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in theory all you would need is to edit this part of dockerfile
FROM r8.im/${COG_REPO}/${COG_MODEL}@sha256:${COG_VERSION}...
16 Replies
Solution
in theory all you would need is to edit this part of dockerfile
FROM r8.im/${COG_REPO}/${COG_MODEL}@sha256:${COG_VERSION}
So I would add FROM local image ? How would it be ?
FROM yourimagename
I do not know what your image is named
I'm creating it, let's see if it works! 😅
other idea would be to fully rewritte worker to runpod packages but most likely it's paid gig
Not rewrite the runpod packages, rewrite the cog worker to use the RunPod SDK instead of being a cog worker
ohhh ya i read that wrong
thats what i did for other template
Its pretty easy to adapt a cog worker to runpod if you are familiar with coding in Python
@Papa Madiator I modified the Dockerfile and it worked. thank you very much for the suggestion.
Wait without a handler code ?
How did you do that
I had already configured predict.py and cog.yaml so cog-worker itself took care of everything.
Ohh ya
@wilStark43 Hi, I'd like to convert cog to runpod worker locally too. Can you show me the modified Dockerfile, thanks.
This may be useful:
https://blog.runpod.io/replicate-cog-migration/
RunPod Blog
Serverless | Migrating and Deploying Cog Images on RunPod Serverles...
Switching cloud platforms or migrating existing models can often feel like a Herculean task, especially when it necessitates additional developmental efforts. This guide aims to simplify this process for individuals who have deployed models via replicate.com or utilized the Cog framework. Through a few straightforward steps, you'll learn how
Thankyou, I've read it. Now I have a repo with cog.yaml and predict.py on my computer. I want to convert it to rundpod worker. The blog use cog repo on replicate to build the runpod worker.
you can always build image locally and replace tag with local image tag