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.
-
Meta Releases Llama 3.1 – the First Set of Open-Source Models to Outperform the Top Proprietary Models
AI Ecosystem Updates | Issue# 3 [August 06, 2024] What? Meta introduced Llama 3.1, its most advanced open-source Large Language Model (LLM) to date. Llama 3.1 includes the flagship 405B (with 405 billion parameters) model, boasting superior capabilities in various domains such as general knowledge, steerability, math, tool use, and multilingual translation. Other variants of…
-
Twitter Sentiment Classification using TensorFlow
ML and AI Blogs | Issue# 2 [July 27, 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…
-
Fine-tuning GPT-4o for English-to-Bengali Translation
ML and AI Blogs | Issue# 1 [July 19, 2024] The world of technology is abuzz with advancements in Generative AI (GenAI) and Large Language Models (LLMs), such as ChatGPT, Gemini, Claude, and Llama. While they assist us with our daily tasks (planning a holiday, summarizing documents, writing code, generating text and images, etc.), it…