Author: researchguy

AI Ecosystem Updates | Issue# 10 [December 18, 2024] What? PaliGemma 2, Google’s recently released series of tunable vision-language-models, marks a significant upgrade to its predecessor, PaliGemma – the first vision-language model in the Gemma family. This new iteration integrates advanced capabilities, providing more efficient and flexible AI for tasks that require both vision and language understanding. […]

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 […]

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 […]

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 […]

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. […]

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 […]

ML and AI Blogs | Issue# 8 [September 20, 2024] What? This tutorial demonstrates how to create and use a sequence-to-sequence (seq2seq) model for Neural Machine Translation (NMT), precisely, Bengali-to-English text translation. The work is based on TensorFlow’s tutorial on “Neural machine translation with attention” that shows how to use seq2seq models for Spanish-to-English text translation. We […]

AI Ecosystem Updates | Issue# 6 [September 02, 2024] What? Gemma 2, launched by Google in June 2024, are best-in-class open models that were made available in two model sizes: 27 billion (27B) and 9 billion (9B) parameters. The 27B model has quickly gained recognition for its exceptional performance, ranking among the top models on […]

ML and AI Blogs | Issue# 7 [August 24, 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, chatbots, question-answering systems, and more. This blog will […]

AI Ecosystem Updates | Issue# 5 [August 20, 2024] What? As this article from DeepLearning.AI aptly puts it “OpenAI is testing an AI-powered search engine in a bid to compete head-to-head with both Google and its close partner Microsoft Bing.” SearchGPT is an AI-powered search tool that integrates real-time data with GPT-4’s capabilities, transforming how […]