Creating Your Own ChatGPT: A Guide to Fine-Tuning LLMs with LoRA

As AI continues to evolve, chatbots are becoming increasingly sophisticated and human-like in their ability to respond to natural language inputs. One of the most impressive models in this space is OpenAI's chatGPT, which has set new standards for language understanding and generation. But what if you could have your own chatbot that could answer your questions, provide information, and even make jokes, just like chatGPT? With recent advancements in fine-tuning techniques, it is now possible to create your own high-quality chatbot by fine-tuning a pre-trained model. In this article, we'll take a look at how to create your own chatbot using a fine-tuning technique called LoRA (Low Rank Adaptation) and the pre-trained model flan-T5 XXL.