Part 1-Road To Learn Finetuning LLM With Custom Data-Quantization,LoRA,QLoRA Indepth Intuition
Quantization is a common technique used to reduce the model size, though it can sometimes result in reduced accuracy.
Quantization-aware training is a method that allows practitioners to apply quantization techniques without sacrificing accuracy. It is done in the model training process rather than after the fact. The model size can typically be reduced by two to four times, and sometimes even more.
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