YDYashkumar Dubeyinblogwithdubey.hashnode.dev·Sep 10, 2024 · 3 min readUnlocking the Power of Retrieval-Augmented Generation (RAG): The Future of Intelligent Content GenerationIn the evolving world of AI, Retrieval-Augmented Generation (RAG) stands out as the best of two AI paradigms: retrieval-based models and generative models. It enhances the accuracy and relevance of content, taking it far beyond the limitations of tra...00
YDYashkumar Dubeyinblogwithdubey.hashnode.dev·Feb 11, 2024 · 4 min readExploring Kernal Insights with Support Vector Machine (SVM).Support Vector Machines that are SVM used in the realm of machine learning, that can be used as both in classification and regression tasks. SVM inception traces back to the 1960s, but it wasn't until the 1990s that SVM went into refinement, so that ...00
YDYashkumar Dubeyinblogwithdubey.hashnode.dev·Jan 22, 2024 · 3 min readLet's Dive into Seq2Seq LearningIn the era of ever-growing landscape of Machine Learning Field, one paradigm stands out for its remarkable ability to adapt and applications that is Sequence-to-Sequence (Seq2Seq) Learning. It is all about training models to convert sequences from on...00
YDYashkumar Dubeyinblogwithdubey.hashnode.dev·Jan 15, 2024 · 1 min readReinforcement Learning with Human Feedback (RLHF).RHFL that is Reinforcement Learning and human feedback uses human feedback to optimize the Machine Learning model more accurately which makes the self learn very efficient. RHFL used for the generative AI application, including Large Language Models....00
YDYashkumar Dubeyinblogwithdubey.hashnode.dev·Dec 25, 2023 · 2 min readAutomating with CI/CD PipelineCI/CD is Continuous Integration and Continuous Development that is called as set of best practices that we use to automate the Software Development Lifecycle by providing a streamlined and automated way to deliver an applications in industries. CICD...00