The AI sector has made tremendous progress regarding AI model capabilities. Large AI models have revolutionized scaling by enabling narrow, general AI systems that can handle multiple tasks. As AI models grow exponentially in parameter size, they are expected to improve continually, leading to increased demand for computational resources in model training. Amongst these resources, Graphics Processing Units (GPUs) have emerged as strategic and competitive resources amongst AI companies and even countries. GPUs are specialized processors that efficiently handle graphics manipulations and paralle ..read more

Text-to-image models didn't exist until deep neural networks advanced in the mid-2010s. However, generative AI has been a hot topic long before ChatGPT. OpenAI's DALL-E, Google Brain's Imagen, and StabilityAI's Stable Diffusion are some text-to-image models that gained attention due to their ability to create images resembling real photographs and hand-drawn artwork. These generative AI models have been a game-changer in the field of AI. Best 9 Open Source Text to Image Models So, lets look at the top 9 open-source image generation models that can help you. 1. DreamShaper Dream Shaper V7, the ..read more

Speech recognition technology, which is also called Automatic Speech Recognition (ASR) or computer speech recognition, enables users to convert audio content into written text. The conversion process involves acoustic and language modeling techniques. It is important to note that speech recognition technology should not be confused with voice recognition, as the former translates audio to text, while the latter is used to identify an individual user's voice. This technology is widely used across various industries, including transcription services, voice assistants, accessibility features, and ..read more

The evolution of computing has been marked by a series of paradigm shifts, from mainframes to personal computers and now to the cloud. Currently, the most common and reliable way to deploy web infrastructure is to become a paying customer of a large company like Amazon or Google and write infrastructure as code to spin up a constellation of interoperable services on their machines. This approach ensures that the infrastructure you create is secure, scalable, and efficient, and it is the preferred choice of many organizations worldwide. The current dominance of cloud hyper scalers, who hold the ..read more

After introducing DALL-E, a text-to-image AI model, companies advanced to create text-to-video models. Over the course of two years, the technology has progressed from producing noisy outcomes to generating hyper-realistic results with text prompts. While the output may still not be perfect, several models today exhibit high controllability and the ability to create videos in various artistic styles. Here are some of the latest text-to-video AI models you can try. 1. CogVideo A team of researchers from the University of Tsinghua in Beijing has developed a large-scale pre-trained text-to-video ..read more

GPUs are crucial for successfully implementing artificial intelligence (AI) applications, especially those with generative models like ChatGPT. Unfortunately, the demand for GPUs far exceeds the available supply, resulting in a global chip shortage that significantly impacts AI performance regarding location and presence results. We must identify and address the root causes of this issue to overcome its consequences and ensure that AI applications can continue to develop and thrive. Reason for the unavailability of the GPU The shortage of GPUs has been primarily caused by the unprecedented gro ..read more

Working with artificial intelligence (AI) or machine learning (ML) and in need of a text-to-speech engine? If so, you'll require an open-source solution. Let's delve into how text-to-speech (TTS) engines function and explore some of the top open-source choices. In this straightforward guide, we'll provide more information about TTS engines and present some of the best available options. What Is a Text-to-Speech (TTS) Engine? Before diving into the list, let us give you a quick overview of a text-to-speech engine. A text-to-speech engine is a software that converts written text into spoken word ..read more

DePIN is a concept that utilizes token rewards to encourage establishing and developing physical infrastructure in the real world. This infrastructure includes wireless networks, cloud services, mobility networks, and power grids, mostly controlled by large companies with significant capital. Centralized entities tend to monopolize prices and services for end users, resulting in limited competition and innovation. The DePIN project aims to address these issues by leveraging blockchain technology, token incentives, and the internet's capabilities. A key aspect of DePIN is the transition from a ..read more

The world of artificial intelligence (AI) is expanding at an unprecedented rate, which can be overwhelming to comprehend. Even experts in AI find it challenging to keep up with the game-changing innovations developed every week. The pace of advancement is beyond what our human brains can fathom. While we are accustomed to linear growth, AI's growth is exponential. It takes only five years of development to reach a milestone, but it doubles its improvement in a year. We are actively participating in pushing technology forward at an incredibly fast pace that we can hardly gauge. Most people don ..read more

An electronic circuit/chip, a graphics processing unit (GPU), is designed to manipulate and alter memory to accelerate image creation in a frame buffer intended for display output. GPUs are utilized in various platforms, such as game consoles, personal computers, workstations, mobile devices, electronic equipment, and embedded systems. As per the Indian Electrical Equipment Industry Mission Plan 2012-2022, the Indian government aims to transform the country into an electrical equipment manufacturer and achieve a productivity of USD 100 billion by matching exports and imports. With the widespre ..read more