StackLLaMA: A hands-on guide to train LLaMA with RLHF
Models such as ChatGPT, GPT-4, and Claude are powerful language models that have been fine-tuned using a method called Reinforcement Learning from Human Feedback (RLHF) to be better aligned with how we expect them to behave and would like to use them.
In this blog post, we show all the steps involved in training a LlaMa model to answer questions on Stack Exchange with RLHF through a combination of:
Supervised Fine-tuning (SFT)
Reward / preference modeling (RM)
Reinforcement Learning from Human Feedback (RLHF)
#stackllama
Models such as ChatGPT, GPT-4, and Claude are powerful language models that have been fine-tuned using a method called Reinforcement Learning from Human Feedback (RLHF) to be better aligned with how we expect them to behave and would like to use them.
In this blog post, we show all the steps involved in training a LlaMa model to answer questions on Stack Exchange with RLHF through a combination of:
Supervised Fine-tuning (SFT)
Reward / preference modeling (RM)
Reinforcement Learning from Human Feedback (RLHF)
#stackllama