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Containers for machine learning

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I found `cog` today, and it seemed as a perfect way to run some models to play with without CUDA/Python/torch/pip/conda/virtualenv version swamp. I have done step-by-step things according to the...

https://github.com/replicate/cog/issues/694#issuecomment-1205820805

This adds a websocket queue worker based heavily on the existing Redis queue worker - they share so much code that it's likely they could and should be refactored to...

The WSL 2 setup documentation [here](https://github.com/replicate/cog/blob/main/docs/wsl2/wsl2.md) recommends you install WSL CUDA via an outdated method in the Nvidia docs that doesn't seem to actually work, at least on ubuntu 22.04....

I am not being able to pass a local image using curl, I tried to edit the data to the following: { "input": { "image": "C:/../../input.jpg" }, "output_file_prefix": "." }...

It should be possible to pass URLs in the form `file://` to Cog's API. This is for the case where you're calling the API locally, or if you're using local...

I have used the Replicate webpage successfully to color and super resolve images in "Run Model" mode. Every image I process in "Run Model" mode is successful. I'm on a...

[Currently users have to figure out the best way to package their model.](https://github.com/replicate/cog/blob/main/docs/getting-started-own-model.md) We could give people a tutorial and some best practice boilerplate for PyTorch, Tensorflow, sklearn, Hugging Face,...

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