QLoRA Falcon 7B finetuned on Medical Q&A Chatbot
Related publication - https://medium.com/@gauravsaini.728/qlora-fine-tuning-of-falcon-7b-for-medical-chatbot-b3bdc75ffcd2
The above publication explored various advancements in Large Language Models (LLMs) and techniques to enhance their training efficiency. It delved into concepts such as gradient scaling, quantization, and mixed precision training, highlighting their importance in optimizing resource usage while maintaining model accuracy. Additionally, it examined methods like LoRA and QLoRA for fine-tuning models effectively. It also covered the implementation of fine-tuning of Flacon 7B LLM with QLoRA technique on the medical Q&A dataset. It also covers the techniques to improve the performance in subsequent rounds of fine-tuning.