What is GGUF? Is it a model format? Why is this important?
this post was submitted on 13 Aug 2023
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LocalLLaMA
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it's a standardizing of a universal GGML format which would mean going forward no more breaking changes when new formats are worked on, and also includes the same functionality of llama.cpp for all GGML types (falcon, mpt, starcoder etc)
which would mean going forward no more breaking changes when new formats are worked on
I definitely wouldn't count on that.
But it does make it much easier to do some changes, like adding/changing model specific fields which previously would have required a format change. Stuff like changing or dropping support for existing quantizations would also break stuff independent of the model format itself.
oh yeah definitely didn't mean "no more breaking changes", just that we've had several from ggml file format changes, and so THAT portion of the breaking is going away