6 LLM Fine-Tuning: Instruction and Parameter-Efficient Fine-Tuning (PEFT)

S. Aathilakshmi
G. Sivapriya
T. Manikandan

Abstract

In artificial intelligence (AI) generating function the large language model plays an important role in various long data communication. Even though the system has pretrained language model, this large language model (LLM) is going to help the model according to the trained data in various analyses. This system is very useful in many fields like natural language processing, question answering, and GPT to produce better performance. The collection of large data in pretrained model will give a better solution but it is not able to tune all the data which is suitable for multitask application. This LLM is used to ...

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