We spent some time breaking down “Orca: Progressive Learning from Complex Explanation Traces of GPT-4” with Brian Burns of AI Pub. 🐳
Orca leverages rich signals from GPT-4, surpassing state-of-the-art models by over 100% in complex zero-shot reasoning benchmarks. It also shows competitive performance in professional and academic exams without CoT. Learning from step-by-step explanations, generated by humans or advanced AI models, enhances model capabilities and skills.
Check it out here:
https://arize.com/blog/orca-progressive-learning-from-complex-explanation-traces-of-gpt-4-paper-reading/
+ Past readings here: https://arize.com/ai-research-papers/