this post was submitted on 20 Nov 2023
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LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation) (magazine.sebastianraschka.com)
submitted 10 months ago by ttkciar@alien.top to c/localllama@poweruser.forum
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[–] Relevant_Outcome_726@alien.top 1 points 10 months ago

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)