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Meta is on the brink of releasing AI models it claims to have “human-level cognition” – hinting at new models capable of more than simple conversations

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We could be on the cusp of a whole new realm of AI large language models and chatbots thanks to Meta’s Llama 3 and OpenAI’s GPT-5, as both companies emphasize the hard work going into making these bots more human. 

In an event earlier this week, Meta reiterated that Llama 3 will be rolling out to the public in the coming weeks, with Meta’s president of global affairs Nick Clegg stating that we should expect the large language model “Within the next month, actually less, hopefully in a very short period, we hope to start rolling out our new suite of next-generation foundation models, Llama 3.”

Meta’s large language models are publicly available, allowing developers and researchers free and open access to the tech to create their bots or conduct research on various aspects of artificial intelligence. The models are trained on a plethora of text-based information, and Llama 3 promises much more impressive capabilities than the current model. 

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Groq LPU (Language Processing Unit) performance tested – capable of 500 tokens per second

 Groq LPU Inference Engine performance tested

A new player has entered the field of artificial intelligence in the form of the Groq LPU (Language Processing Unit). Groq has the remarkable ability to process over 500 tokens per second using the Llama 7B model.  The Groq Language Processing Unit (LPU), is powered by a chip that’s been meticulously crafted to perform swift inference tasks. These tasks are crucial for large language models that require a sequential approach, setting the Groq LPU apart from traditional GPUs and CPUs, which are more commonly associated with model training.

The Groq LPU boasts an impressive 230 on-die SRAM per chip and an extraordinary memory bandwidth that reaches up to 8 terabytes per second. This technical prowess addresses two of the most critical challenges in AI processing: compute density and memory bandwidth. As a result, the Groq LPU Groq LPU (Language Processing Unit). Its development team describe it as a “Purpose-built for inference performance and precision, all in a simple, efficient design​.”

Groq LPU Performance Analysis

But the Groq API’s strengths don’t stop there. It also shines in real-time speech-to-speech applications. By pairing the Groq with Faster Whisperer for transcription and a local text-to-speech model, the technology has shown promising results in enhancing the fluidity and naturalness of AI interactions. This advancement is particularly exciting for applications that require real-time processing, such as virtual assistants and automated customer service tools.

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A key measure of performance in AI processing is token processing speed, and the Groq has proven itself in this area. When compared to other models like ChatGPT and various local models, the Groq API demonstrated its potential to significantly impact how we engage with AI tasks. This was evident in a unique evaluation known as the chain prompting test, where the Groq was tasked with condensing lengthy texts into more concise versions. The test not only showcased the API’s incredible speed but also its ability to handle complex text processing tasks with remarkable efficiency.

It’s essential to understand that the Groq LPU is not designed for model training. Instead, it has carved out its own niche in the inference market, providing a specialized solution for those in need of rapid inference capabilities. This strategic focus allows the Groq LPU to offer something different from Nvidia’s training-focused technology.

The tests conducted with the Groq give us a glimpse into the future of AI processing. With its emphasis on speed and efficiency, the Groq LPU is set to become a vital tool for developers and businesses that are looking to leverage real-time AI tasks. This is especially relevant as the demand for real-time AI solutions continues to grow.

For those who are eager to explore the technical details of the Groq API, the scripts used in the tests are available through a channel membership. This membership also provides access to a community GitHub and Discord, creating an ideal environment for ongoing exploration and discussion among tech enthusiasts.

The Groq represents a significant step forward in the realm of AI processing. Its ability to perform rapid inference with high efficiency makes it an important addition to the ever-evolving landscape of AI technologies. As the need for real-time AI solutions becomes more pressing, the specialized design of the Groq LPU ensures that it will play a key role in meeting these new challenges.

Filed Under: Technology News, Top News





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Adobe Primrose interactive clothes capable of changing patterns

Adobe Project Primrose interactive clothes

During  the Adobe Max 2023  conference and press event Adobe unveiled a number of unique project that is working on one of which is in the form of Project Primrose. a unique project that demonstrated how patterns can be changed on clothes. The groundbreaking innovations used in Project Primrose, have enabled Adobe to create  a digitally interactive dress that blurs the line between technology and fashion. This project, spearheaded by Christine Dierk, is a testament to the potential of flexible textile displays, turning clothes into creative canvases.

“Christine is a research scientist at Adobe, specializing in human-computer interaction (HCI) and contributing to hardware research initiatives. She received her Ph.D. in Computer Science from the University of California, Berkeley in 2020, where she was advised by Prof. Eric Paulos as part of the Hybrid Ecologies Lab. In 2014, she graduated from Elon University with a B.S. in Computer Science and Math.

One of the most exciting aspects of Project Primrose is the reconfigurable digital dress design. This means that the dress can change its pattern and design at the touch of a button. The dress is embedded with sensors that interact with the wearer and the environment, allowing for a truly dynamic and interactive fashion experience. This reconfigurability not only offers endless style possibilities but also reduces the need for multiple outfits, promoting sustainability in fashion.

Adobe Primrose interactive dress

The use of Adobe tools in fashion design is not new, but Project Primrose takes it to a whole new level. Adobe Firefly, After Effects, Stock, and Illustrator are used to create dynamic and interactive designs that can be displayed on the dress. These tools allow designers to create intricate patterns and animations, which can then be projected onto the fabric of the dress. This opens up a world of possibilities for designers, allowing them to experiment with different styles and designs without the need for physical materials.

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How does Project Primrose work?

Project Primrose is a unique concept that brings together the worlds of fashion and technology. The project, led by Christine Dierk, is a unique blend of creativity and innovation, offering infinite style possibilities. The interactive dress, capable of displaying content created with Adobe tools such as Firefly, After Effects, Stock, and Illustrator, is a testament to the potential of digital fashion design. Watch the video below to learn more about the  reflective light diffuser modules used in the project.

“Recent advances in smart materials have enabled displays to move beyond planar surfaces into the fabric of everyday life. We propose reflective light-diffuser modules for non-emissive flexible display systems. Our system leverages reflective-backed polymer-dispersed liquid crystal (PDLC), an electroactive material commonly used in smart window applications.

This low-power non-emissive material can be cut to any shape, and dynamically diffuses light. We present the design & fabrication of two exemplar artifacts, a canvas and a handbag, that use the reflective light-diffuser modules. We also describe our content authoring pipeline and interaction modalities. We hope this work inspires future designers of flexible displays.”

Reflective Light-Diffuser Modules

Project Primrose interactive dress

Animation of dress designs

The animation of dress designs is another fascinating feature of Project Primrose. Using Adobe After Effects, designers can create animations that can be displayed on the dress. This could range from subtle movements in the pattern to full-blown animated sequences. The ability to animate dress designs adds a new dimension to fashion, making it more engaging and interactive.

Embedded sensors for interaction

Project Primrose goes beyond just displaying digital designs. The dress is embedded with sensors that allow for interaction between the wearer and the dress. These sensors can detect movements and changes in the environment, allowing the dress to respond accordingly. This interaction adds a new level of personalization to fashion, as the dress can adapt to the wearer’s style and mood.

The future of dynamic and interactive fashion

Project Primrose is a glimpse into the future of dynamic and interactive fashion. The project demonstrates the potential of flexible textile displays and the use of digital tools in fashion design. As technology continues to evolve, we can expect to see more innovations like Project Primrose, where clothes become more than just a means of covering the body, but a canvas for creativity and personal expression. Project Primrose is a unique concept that is set to redefine the boundaries of fashion. By combining technology and fashion, it offers infinite style possibilities and a truly interactive experience. As we move forward, it will be exciting to see how this project influences the future of fashion design.

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Building a 5L mini gaming PC capable of playing anything

how to build a compact 5L mini gaming PC

If you are interested in building your very own compact 5 liter mini gaming PC equipped with an AMD Ryzen 7 7700X processor and powered by a low profile RTX 4060 graphics card. You will be pleased to know that ETA Prime has you covered and has released a fantastic video detailing his build. Enabling you to take inspiration for your very own compact gaming PC.

Building compact gaming PCs has become a popular trend among gaming enthusiasts,  with the appeal lying in the challenge of fitting high-performance components into a small form factor without compromising on power or performance. This article will delve into the process of building a compact gaming PC using affordable mini ITX boards and the Ryzen 7000 series, specifically focusing on the Ryzen 7 7700x CPU.

The recent release of more affordable mini ITX boards, specifically the a620 chipset, has made it possible to build a super small form factor gaming PC. These boards are designed to fit into compact cases, making them ideal for building a compact gaming PC. One such board is the Gigabyte a620 I ax motherboard, which offers a balance of affordability and performance.

5L mini gaming PC

The heart of this compact gaming PC is the Ryzen 7 7700x CPU from the Ryzen 7000 series. This CPU offers high performance, making it ideal for gaming. It is paired with 32GB of Kingston Fury DDR5 RAM, which provides ample memory for running games and other applications. The PC also features a 2TB Aorus 7000s PCIe 4.0 M.2 SSD for storage, offering fast read and write speeds.

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Cooling

Cooling is a critical aspect of any gaming PC, and even more so in a compact build where space is limited. The Thermalite AX 120 X67 cooler is used in this build. This cooler is 67mm high and has a 120mm fan, making it a perfect fit for the compact case. The graphics card is another crucial component of a gaming PC. The Gigabyte low-profile RTX 460 GPU is used in this build. This GPU requires an 8-pin PCIe power connector and fits perfectly into the compact case.

Gameplay

The PC is housed in an A24 V5 case, which is sourced from AliExpress. This case supports a dual slot low-profile GPU and a 1U Flex power supply. The power supply used in this build is a 650W fully modular Flex power supply, which provides ample power for all the components. Once the PC was assembled, it was put through a series of performance tests. The games and benchmarks used for testing included Cyberpunk 2077, Spider-Man Remastered, Assassin’s Creed Mirage, God of War, Elden Ring, The Last of Us Part One, and Starfield. The PC performed well in all tests, delivering good frame rates and resolution at 1440p.

Power

Power consumption and temperature monitoring were also conducted. The PC’s power consumption was measured at 33 watts at idle, 223 watts during average 1440p gaming, and a maximum of 294 watts. The CPU temperature during 1440p gaming averaged at 76°C, with a maximum of 82°C.

This compact gaming PC, powered by the Ryzen 7000 series, demonstrates the potential of small form factor PCs. It offers high performance in a compact package, making it an excellent choice for gamers who are short on space or who prefer a minimalist setup. The use of affordable mini ITX boards and other cost-effective components makes this build accessible to a wide range of gamers.

Tutorial & Image Credit : ETA Prime

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