researchguy is a personal endeavor to stay abreast of the latest and past developments in technology across Machine Learning (ML) and Artificial Intelligence (AI). I am indebted to some really meaningful content encompassing ML and AI across the internet – THE BATCH @ DeepLearning.AI, AlphaSignal, and Papers With Code, to name a few, that help shape the blogs. A part of the blogs do reflect my own thoughts about the topics being blogged.
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Text Generation with a Recurrent Neural Network using TensorFlow
ML and AI Blogs | Issue# 10 [December 12, 2024] There are multiple applications of Natural Language Processing (NLP) – the field that uses ML and AI to process and utilize language data and text. Applications include information retrieval, machine translation, language modeling, sentiment analysis, text summarization, text generation, chatbots, question-answering systems, and more. This…
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Meet ChatGPT Search: OpenAI’s New AI-Powered Search Engine
AI Ecosystem Updates | Issue# 9 [November 15, 2024] What? The search experience on the internet was not the most user-friendly one. One would need to put in effort and spend time to find the right sources and information they are looking for. OpenAI aims to change that with ChatGPT search, its new ChatGPT-powered search…
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Reinforcement Learning from Human Feedback using Llama 2 7B and Vertex AI
ML and AI Blogs | Issue# 9 [November 07, 2024] Expectations We will use Vertex AI Pipelines from Google Cloud Platform (GCP) to fine-tune Llama 2 7B using Reinforcement Learning from Human Feedback (RLHF) and use it to perform batch inference for text summarization tasks. The goal is not however to focus on the performance…