mlem
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iterative
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
Some parts of the code assume paths to be strings e.g. https://github.com/iterative/mlem/blob/4666de893967cdde41bf5ff605acf51a84bc9b68/mlem/utils/path.py#L8 If you pass a `pathlib`'s path, then you'd get the following error: ``` ... 6 if not path:...
Using mlem to make docker container for my model to deploy in gcp cloud run. It looks like mlem detects my python version as 3.10. But the base image `python:3.10.4-slim`...
If you try this (from https://mlem.ai/doc/user-guide/remote-objects#cloud-remotes) ```console $ mlem init s3://example-mlem-get-started ❌ Unexpected error: Connect timeout on endpoint URL: "http://169.254.169.254/latest/api/token" ``` The error message isn't informative. I assume it's an...
In docker build, some unix dependencies will fail to install unless apt is updated first. We need to 1. if unix dependencies are present, run update before installing them 2....
eg. `mlem build model docker -c args.templates_dir=.` will yield validation error (str is not list)
In some cases, you can better grasp what the model is for and how it works if you could look at the examples. Some examples: 1. If you browse Model...
`mlem declare` is the only command name that I still don't love, TBH. But maybe it's more of a product design question than naming (and involves the term "MLEM Object"...
The "declare and run" mechanics seems too involved for me each time I try to use it. For a quicker "I run it and it worked" experience, I would suggest...