Document how to use `docker cp` to get weights out of a model

[bfirsh]

Your model weights are inside the Cog Docker image. This makes it useful as an artifact for versioning and storing model weights.

One could imagine a feature of Cog that could get weights out, but a simple first step might be to document how model authors can do it with docker cp.

For example, here is something I wrote to get the weights out of a model on Replicate:

#!/bin/bash
id=$(docker create r8.im/f90/wave-u-net-pytorch)
docker cp $id:/src/checkpoints ./

[zeke]

An example in the wild: f90/Wave-U-Net-Pytorch@cbca549

[bfirsh]

@evilstreak That thing you were saying the other day about struggling to get erlich rebuilt with a newer Cog reminded me of this. You probably could have ran this to rebuild it:

mkdir erlich-scratch
cd erlich-scratch
id=$(docker create r8.im/laion-ai/erlich)
docker cp $id:/src ./
cog build r8.im/laion-ai/erlich

Maybe we should document this in a "Cookbook" or something, alongside the thing mentioned in the original post!