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Adding Parameter efficient Fine-tuning techniques for LLM #102

Open Anindyadeep opened 11 months ago

Anindyadeep commented 11 months ago

Type

new chapter

Chapter/Page

fine-tuning

Description

The contents on this chapter should be the following:

  1. What is Parameter efficient fine-tuning methods and why we do it.
  2. Different PEFT methods: a. Prompt Tuning b. LoRA c. QLoRA etc