This project is intended for training a language-only transformer using PyTorch. It was started on New Year's Eve 2022.
Currently we have to retrain the tokeniser from scratch each time we load it, which takes ~30s for a simple tokeniser on WikiText-103. This isn't too inconvenient but will certainly get longer with more complex tokenisers (which we need).
Adding serialisation should record:
The absence of testing and CI is a pretty glaring omission right now - I'm so used to the Google framework that I've forgotten how to do anything else... Still, I really ought to add good testing - this is an opportunity to see what the best public tools are.
Currently models can't be saved or loaded, meaning that we can't resume training over multiple instances.
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