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Every time a new model hits I'm waiting for his ggmls


ggml quantization is very easy with the official llama.cpp repo. Its quick and mostly dependency free, and you can pick the perfect size for your CPU/GPU pool.

But don't get me wrong, TheBloke is a hero.


While we're at it, the GGML file format has been deprecated in favor of GGUF.

https://github.com/philpax/ggml/blob/gguf-spec/docs/gguf.md

https://github.com/ggerganov/llama.cpp/pull/2398


Some of the newer models have slightly different architectures, so he explains any differences and shows a llama.cpp invocation. Plus you can avoid pulling the larger dataset.


Yeah. Keeping up wkth the changes is madness, and those FP16 weights are huge.




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