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language model

Is Claude 3 Outperforming GPT-4?

In the rapidly evolving world of large language models (LLMs), a new challenger has emerged that claims to outperform the reigning champion, OpenAI's GPT-4. Anthropic, a relatively new player in the field of artificial intelligence, has recently announced the release of Claude 3, a powerful language model that comes in three different sizes: Haiku, Sonnet, and Opus. Compared to previous models, the new Claude 3 model displays enhanced contextual understanding that ultimately results in fewer refusals (as shown in the…

AI Revolution Journey With Qwen, RAG, and LangChain

In the era of Artificial Intelligence (AI), extracting meaningful knowledge from vast datasets has become critical for both businesses and individuals. Enter Retrieval-Augmented Generation (RAG), is a breakthrough that has turbocharged the capabilities of AI, empowering systems to not only generate human-like text but also pull in the relevant information in real time. This fusion produces responses that are both rich in context and precise in detail. As we set sail on the exciting voyage through the vast ocean of…

Leveraging Generative AI for Video Creation

Generative AI models have revolutionized various domains, including natural language processing, image generation, and now, video creation. In this article, we’ll explore how to use the Language Model from Meta (LLaMA) to create videos with voice, images, and perfect lip-syncing. Whether you’re a developer or an AI enthusiast, understanding LLaMA’s capabilities can open up exciting possibilities for multimedia content creation. Understanding LLaMA LLaMA, developed by Meta, is a powerful language model that combines…

Top 3 AI Tools to Supercharge Your Software Development

Technology paves the way for innovation, making our lives easier and better. One such technology is Artificial Intelligence, AI, which has revolutionized almost everything, including software development. A Statista study suggests that the global AI market is expected to grow at 15.83%, leading to a market volume of USD 738.80 billion by 2030. Whether you are a Java developer at a beginner level or an expert, you have a lot to tap into using AI-powered tools and enjoy a rewarding coding experience. What Is an AI Coding…

AI4Bharat: AI4Bharat releases Hindi LLM ‘Airavata’

AI4Bharat, the research lab at IIT Madras, on Thursday announced the release of its first large language model Airavata trained on Hindi datasets.Airavata (Sanskrit word for ‘elephant’) was created using SarvamAI’s foundational Hindi model OpenHathi with diverse, instruction-tuning Hindi datasets to make it better suited for assistive tasks, the research wing said in a blogpost.Elevate Your Tech Prowess with High-Value Skill CoursesOffering CollegeCourseWebsiteIIM LucknowIIML Executive Programme in FinTech, Banking &…

Architecting High-Performance Supercomputers for Tomorrow’s Challenges

Since the 1940s, neural networks have evolved significantly, from the early concepts of McCulloch and Pitts to Frank Rosenblatt's perceptron in the 1950s. Major advancements in the late 20th century, like the development of the Backpropagation method, set the stage for modern deep learning. The introduction of the transformer architecture in 2017's "Attention is All You Need" by Google researchers marked a turning point in Natural Language Processing (NLP), leading to the development of powerful models like BERT and GPT.…

Why the Era of RAG Calls for a New AI Database

Infinity, the AI-native database, was made open-source prior to the winter solstice of 2023. Within just over three weeks, it has received positive feedback and accumulated 800+ stars from the open-source community. The majority of the feedback focuses on the following inquiries: “Is Infinity just another vector database? Since there are already many vector databases available, why bother creating another one from scratch?” “Traditional databases can easily incorporate vector search capabilities, so why reinvent the…

Exploring the Security Risks of LLM

According to a recent survey, 74% of IT decision-makers have expressed concerns about the cybersecurity risks associated with LLMs, such as the potential for spreading misinformation. The world of Artificial Intelligence (AI) is booming with new capabilities, mainly owing to generative AI and its popular subset—Large Language Model (LLM). It has emerged as a powerful tool that can perform many impressive feats, such as coding, writing impeccable content, generating high-quality images, and much more. However, as…

LLM Strategies for Product Managers

Embarking on the exciting journey of bringing a product from idea to market requires careful planning and storytelling. Product managers play a crucial role in defining and guiding the success of a product. From the inception of an idea to its market launch, product managers have to navigate through various challenges and make strategic decisions. As a product manager, crafting compelling narratives and strategies is key to success. As the LLM is disrupting the market PMs can use LLMs to build effective strategies at each…

Cross-Pollination for Creativity Leveraging LLMs

Large Language models (LLMs) are used for creative tasks such as story writing, poetry, and script writing for plays. There are several GPT-based wrapper tools for advertising slogan creation, generating plot lines, and music compositions. Let's explore how to use LLMs to identify research gaps in a field and leverage the ideas of other fields to inspire new ideas.  Problem Statement Researchers need inspiration when they are stuck on a problem. It's common for researchers to get fixated on a particular hypothesis or…