All about evaluating Large language modelsThe emergence of LLMs has opened up a venue for tackling problems that were earlier thought impossible. The plethora of LLM-based applications is proof of this. But the one question still remains a mystery, how to effectively evaluate LLM-based appli...2SRJul 4, 2023 · 11 min readexplodinggradients.com
Reward Modeling for Large language models (with code)Reward modeling combined with reinforcement learning has enabled the widespread application of large language models by aligning models to accepted human values. Reward Modelling and RLHF have been the hottest words in AI alignment since the release ...May 8, 2023 · 7 min readexplodinggradients.com
The rise of open-source large language modelsIn recent times, we have witnessed a significant surge in the development and usage of open-source large language models and projects based on them. Remarkably, some of these models, after fine-tuning, can even match the performance of OpenAI's GPT 3...Apr 13, 2023 · 8 min readexplodinggradients.com
GPT-4 vs GPT-3: What you should know.GPT-4 is out. You like me are intrigued. You might have played with GPT4 to get even more amazed and already applied for GPT-4 API to make your startup idea a reality. But deep down in your mind, something is bothering you. How is GPT-4 any different...Mar 28, 2023 · 5 min readexplodinggradients.com
