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Is it compared anywhere with a smaller model fine-tuned on the same thing? Edit: I didn't see any comparisons skimming the paper. More specifically fine tuned s
by andy99 3y ago
Is it compared anywhere with a smaller model fine-tuned on the same thing? Edit: I didn't see any comparisons skimming the paper. More specifically fine tuned smaller models can often be pretty good. I'd want to see how 3B and 1B etc llama models fine-tuned on the same dataset perform. Is sparsity the key here or is it just fewer parameters?
The quantization part was interesting - they also quantized activations and have some adaptive quantization that accommodates outliers.