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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Reinforcement Learning from Human Feedback using Llama 2 7B and Vertex AI
ML and AI Blogs | Issue# 6 [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…
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Google’s NotebookLM is Your New Personalized Research Assistant
AI Ecosystem Updates | Issue# 8 [October 08, 2024] About Google’s NotebookLM is an intelligent tool designed to assist users with analyzing complex information. By uploading documents, such as research notes or corporate materials, the system becomes highly familiar with the content, generates insights, and helps users explore and make new connections from the data.…
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Open AI Introduces the o1 Family of Models Capable of Thinking and Advanced Reasoning
AI Ecosystem Updates | Issue# 7 [September 30, 2024] What? OpenAI recently introduced a new Large Language Model (LLM) – o1. The AI giant launched the OpenAI o1 series / family of AI models with OpenAI o1-preview – an early version of o1, and OpenAI o1-mini. OpenAI also released information pertaining to the performance of…