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Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)
(magazine.sebastianraschka.com)
this post was submitted on 20 Nov 2023
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From my experience, Here are some other things related to Lora:
+ FSDP doesn't work for Lora because FSDP requires all parameters to be trainable or frozen.
+ For Qlora, currently we can only use deepspeed zero2 (deepspeed zero 3 is not supported)