In the ever-evolving landscape of artificial intelligence, there’s a seismic shift that has reshaped the way we understand and generate language. In the not-so-distant past, Recurrent Neural Networks (RNNs) held the torch, attempting to navigate the complex terrain of language with mixed success. But then came a game-changer: Transformers. …

In the mesmerizing world of recurrent neural networks (RNNs), a revolutionary evolution took place in 2014 with the introduction of Gated Recurrent Units (GRUs). Positioned between the simplicity of vanilla RNNs and the sophistication of Long Short-Term Memory networks (LSTMs), GRUs offer a unique dance of efficiency and capability. …

Understanding Language Language is one of the most complex aspects of our existence. We use language to communicate our thoughts and choices. Every language is defined with a list of characters called the alphabet, a vocabulary and a set of rules called grammar. …

A Practical Guide to Fine-Tuning LLM using QLora Conducting inference with large language models (LLMs) demands significant GPU power and memory resources, which can be prohibitively expensive. To enhance inference performance and speed, it is imperative to explore lightweight LLM models. Researchers have developed a few techniques. In this blog…

Prompt optimization in prompt engineering refers to the process of refining and improving the prompts used to train AI language models. A prompt is a piece of text that is used to generate language model responses. By optimizing prompts, AI researchers and engineers can improve the accuracy, relevance, and coherence…

No matter whatever stage of life or interview preparation you are at, we believe that there are some core properties of an individual that can make or break their interview results. In hind-sight 50–50, the same principals apply to life as well. Interviews are a great opportunity to FINE-TUNE your…

With the rise of the LLM era, every company and organization is looking into resources to learn and implement the best features of this technology. The hiring efforts across all the major sectors including healthcare, government, transportation, finance, education and Technology is beyond the ceiling. NOTE — See the bonus…

200+ AI tools were released this week.

We are surrounded by all the tethering noise of data and AI AI is here. AI is going to Stay … forever AI is going to get Stronger, Cheaper and Opinionated Bill Gates — the nerdy pioneer in the field of PCs and Operating Systems, confirmed that The AGE of…