Welcome to the forefront of innovation, where the boundaries of possibility are continually stretched and redefined. In the ever-evolving realm of financial services, where data reigns supreme and decisions hold the power to shape economies, a new force is emerging that promises to revolutionize the way we understand, predict, and navigate the intricate world of financial services. That force is Generative AI. The financial services industry has always been driven by the pursuit of knowledge, seeking the most accurate and insightful tools to guide decisions, mitigate risks, and optimize outcom ..read more

LLaMA 2 is finally here, and it doesn’t disappoint. The new model has substantial performance improvements over its predecessor and comes with the added perk of being commercially usable. As enthusiasts and developers scramble to get their hands on this powerful tool, many are eager to fine-tune LLAMA2 for various applications. In this article, we’ll learn how to fine-tune LLaMA2 using two exceptional techniques: SFT (Supervised Fine-Tuning for full parameter) and LORA (Low-rank adaptation). A Quick Overview of LLaMA 2 How to fine-tune LLaMA 2 using SFT How to fine-tune LLaMA2 using LORA A Q ..read more

Welcome to our guide on Fine-Tuning LLMs with LoRA. Integrating AI and machine learning into various sectors has become a norm as we navigate the accelerating currents of technology. Amid this digital revolution, Large Language Models have emerged as a game-changing tool, opening up a world of untold possibilities. However, these models are often critiqued for their substantial computational needs, leading to significant cost implications. Enter LoRA – an exciting new method poised to revolutionize the AI industry with its promise of fine-tuning LLMs at a fraction of the cost while retaining o ..read more

In this article, we’ll discuss about H1B visa prediction using AI enabled systems and how it helps us analyze potential candidate profiles. Artificial intelligence today finds its application in fields ranging from Life Sciences to Space Exploration. But did you know that it can even aid in telling you whether you are eligible for a US Work Permit or more specifically, what are the chances of you being granted an H1B non-immigrant work visa by the United States? Before we go into the details, let’s have a background study about the US Visa system and why AI is the need of the hour for aspiring ..read more

In this article, we will discuss how liver disorder detection using machine learning changes the way care is delivered to patients. Like we have covered in our previous blog, Artificial Intelligence is increasingly being utilized by the healthcare service organizations and the medical fraternity to help combat rising incidents of disorders globally. The amount of data that AI systems can process and drill out insights is so huge that it might take years for medical professionals to arrive at the same insights. But ultimately it is not a replacement for medical professionals like we always advo ..read more

Breast Cancer diagnostics has evolved over time from regular physical check-ups with your family doctor to high-end mammogram tests that have helped numerous women survive from the deadly disease thanks to earlier diagnostics and treatment. But very often we see several women reluctant to visit the doctor or their local health clinic for a routine breast check-up due to various reasons. It may be privacy issues, or clinical or psychological or anything. This is one area where technology has been thoroughly making transformational changes to empower women to self-diagnose breast cancer and the ..read more

Have you ever thought that a signature forgery detection software would be able to distinguish between fake, forged and genuine signatures? Well, forgery detection is indeed possible today, thanks to the growth of Artificial Intelligence enabled identity management systems. An AI-enabled system can smoothly segregate false signatures from documents and enable stakeholders to validate their identity for compliance purposes. So why is there a need for such identity management systems? Let us examine the backdrop. Over the years, industries and governments across the world are increasingly facing ..read more

Tezos is a decentralized blockchain that governs itself by establishing a true digital commonwealth and facilitates formal verification, a technique which mathematically proves the correctness of the code governing transactions and boosts the security of the most sensitive or financially weighted smart contracts. At the simplest level, It is a decentralized ledger and smart contract platform built on top of the blockchain with consensus mechanism.The main difference from other platform falls in governance, smart contracts, consensus and general philosophy. Governance – Protocol upgrades a ..read more

Everything you know about the retail industry is changing. It’s not a surprise but if you’ve been watching closely, you must have noticed the changes are in its best pace than ever. The outbreak of Artificial Intelligence and its penetration in different sectors have also cast direct reflections in the retail industry in many ways. This is a picture I’m seeing, the future of retail intelligence, connecting different dots of all the processes in any retail industry and watching those interconnections from an elevated outlook, we can see how technology is sculpting the future of this industry. L ..read more

In this article, we’ll see how machine learning can help in diagnosis of diabetes. In the US alone one out of three adults have diabetes but nine out of ten such people do not know that they have it. Diabetes Diagnosis is a big issue today mainly because of the rising costs of treating the condition once it becomes diagnosed at later stages. In 2012 alone medical costs for Diabetes treatments in the US was a staggering $245 billion and it included $176 billion in direct medical costs while the rest was for productivity related loss. The healthcare sector, be it private or public has been con ..read more