Vivek PanditDo you really need prompt engineering?DSPy is a framework designed to optimize language model (LM) prompts and weights, particularly for complex systems using LMs in a pipeline…Jun 15Jun 15
Vivek PanditDirect Preference Optimization(DPO): Advancing Beyond Traditional Reinforcement LearningThere is lot of research going on in AI, specially on LLMs. This research could be making us rethinking about how we have been doing AI in…Apr 17Apr 17
Vivek PanditPrompt EngineeringWhile there is still a lot of research going on in the area of how to improve LLMs in the areas of Model Efficiency, Generalisation, Bias…May 5, 2023May 5, 2023
Vivek PanditMeta’s LLaMA, new kid on the blockFor the past few weeks, the language models created and used by Microsoft, Google, and OpenAI have received a lot of attention in the IT…Mar 3, 2023Mar 3, 2023
Vivek PanditBatch vs Online LearningWhile designing an ML-based application, one of the important things to choose would be how models in production learn incrementally from…Dec 16, 2022Dec 16, 2022
Vivek PanditParallel Processing in PandasMore often than not, while working on Machine Learning projects, you would be dealing with huge datasets. Issue with bigger datasets is…Oct 1, 20192Oct 1, 20192