Beyond Basics: Elevating AI with Reinforcement Learning from Human Feedback
Reinforcement Learning from Human Feedback (RLHF) was arguably the key behind the success of ChatGPT, marking a significant advancement in AI's ability to understand and engage in human language. This method, vital for fine-tuning language models...
The Fine Art of Tuning: Parameter-Efficient Fine-Tuning
Welcome to our exploration of the fascinating world of large language models! As many of you are aware, the scale of these models has skyrocketed recently. Take, for instance, GPT-4, which boasts a staggering 1.8 trillion parameters. The desire to fine...