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Blog

Hyperstack's blog - containing case studies, company news, and all things related to our GPUaaS.

Blog

Hyperstack's blog - containing case studies, company news, and all things related to our GPUaaS.

calendar28 Aug 2025

Everyone’s moved on from experimenting with Gen AI but that’s when the real work (and ...

calendar26 Aug 2025

Meta’s latest Llama 4 model was trained on a massive GPU cluster of over 100,000 NVIDIA ...

calendar22 Aug 2025

When working on AI and 3D workflows, the biggest challenge is not just about having a GPU ...

calendar20 Aug 2025

What is the NVIDIA RTX Pro 6000 SE? The NVIDIA RTX Pro 6000 SE is a high-performance ...

calendar18 Aug 2025

What is Qwen3-4B? Qwen3-4B is part of the latest generation of Qwen large language ...

calendar13 Aug 2025

What is gpt-oss 120B? gpt-oss 120B is a powerful open-source large language model ...

calendar12 Aug 2025

What is NVIDIA H100 PCIe? The NVIDIA H100 PCIe GPU is powered by the Hopper architecture ...

calendar11 Aug 2025

What is NVIDIA L40? The NVIDIA L40 GPU is built on the Ada Lovelace architecture for AI, ...

calendar7 Aug 2025

For the first time since GPT-2, OpenAI has dropped fully open-weight language models. ...

calendar6 Aug 2025

What is gpt-oss-20b? gpt-oss-20b is OpenAI’s newly released open‑weight language model ...

calendar6 Aug 2025

What is NVIDIA A100? The Ampere architecture powers the NVIDIA A100. It is ideal for ...

calendar5 Aug 2025

What is NVIDIA RTX A6000? The NVIDIA RTX A6000 is a professional-grade GPU built on the ...

calendar31 Jul 2025

What is NVIDIA H100 SXM? If you're looking to train large language models, run scientific ...

calendar30 Jul 2025

What is NVIDIA H200 SXM The NVIDIA H200 SXM is part of NVIDIA’s Hopper architecture GPU ...

calendar30 Jul 2025

Let’s be real, training large AI models or fine-tuning LLMs on consumer-grade GPUs is ...

calendar24 Jul 2025

Turning your AI idea into a production-grade product does not come from a great model ...

calendar18 Jul 2025

Your GPU workload is ready. But are you about to overspend for performance you don’t need ...

calendar17 Jul 2025

If you’re working on training large-scale models or deploying high-throughput inference ...

calendar14 Jul 2025

In our latest blog, we break down how to monetise Gen AI in 2025, from building ...

calendar2 Jul 2025

Gen AI has moved beyond hype. For mid-market AI teams, the pressure is real: deliver ...

calendar26 Jun 2025

Open-source models like Llama and Mistral have made it easier than ever to experiment ...

calendar25 Jun 2025

The everyday experience of working with Gen AI is often filled with friction. On one ...

calendar20 Jun 2025

5 Things You Need to Know Before Deploying Enterprise LLMs Here are five important things ...

calendar16 Jun 2025

To scale Gen AI, the speed of execution matters more than ever. But while everyone’s ...

calendar12 Jun 2025

Trying Flux but your outputs are more vague than ever? You’re not alone. Flux 1.1 Pro is ...

calendar6 Jun 2025

What’s New on Hyperstack Check out what's new on Hyperstack this week: Feature Enablement ...

calendar5 Jun 2025

The Limitation of General-Purpose Models Large pre-trained models such as GPT, Llama and ...

calendar4 Jun 2025

The latest DeepSeek-R1 update is making waves across social media with everyone eager to ...

calendar23 May 2025

The recent surge of open-source LLMs like Meta’s Llama models and Mistral AI’s Mistral 7B ...

calendar20 May 2025

Is inference slowing you down or costing more than it should? As models grow larger, ...

calendar12 May 2025

New Feature Release: Deploy Kubernetes Clusters via Console UI We’re excited to introduce ...

calendar8 May 2025

We’ve officially launched Kubernetes cluster deployment via the Hyperstack web-based ...

calendar30 Apr 2025

What is Qwen3-30B-A3B? Qwen3-30B-A3B is a 30-billion parameter Mixture-of-Experts (MoE) ...

calendar29 Apr 2025

You’re not building AI models just for the sake of it. You’re building them to release ...

calendar11 Apr 2025

Be the First to Join our Gen AI Platform Next week, we’re kicking off the search for beta ...

calendar11 Apr 2025

What is DeepCoder-14B-Preview? DeepCoder-14B-Preview is a 14-billion-parameter large ...

calendar7 Apr 2025

What is Llama 4 Maverick? Llama 4 Maverick is a 17B active and 400B total parameters AI ...

calendar4 Apr 2025

Choosing the right cloud GPU for AI can feel overwhelming. With so many options on the ...

calendar28 Mar 2025

What’s New on Hyperstack This week, we have several important updates and fixes to share. ...

calendar26 Mar 2025

What is Qwen2.5-VL-32B-Instruct? Qwen2.5-VL-32B-Instruct is an advanced ...

calendar21 Mar 2025

Are you building cutting-edge AI applications or running distributed systems? Let ...

calendar21 Mar 2025

From Hollywood-quality human animations to physics-defying simulations, there is so much ...

calendar14 Mar 2025

GenAI Images on Hyperstack We’ve introduced GenAI images including the brand-new DeepSeek ...

calendar14 Mar 2025

Who would have thought machines would evolve to anticipate our needs, make decisions and ...

calendar12 Mar 2025

Launching DeepSeek-R1 Image on Hyperstack Great news! Hyperstack now offers a DeepSeek-R1 ...

calendar7 Mar 2025

What is QwQ 32B? QwQ 32B, a 32.5 billion parameter model from the Qwen series by Alibaba, ...

calendar5 Mar 2025

The Challenge of Fine-Tuning Stable Diffusion Stable Diffusion operates on a diffusion ...

calendar28 Feb 2025

What is Wan 2.1? Wan 2.1 is Alibaba’s latest open-source AI model for text-to-video ...

calendar26 Feb 2025

Deploying an LLM and looking to speed up inference? You’re not alone. One of the biggest ...

calendar21 Feb 2025

Artificial intelligence promises immense opportunities for innovation and efficiency. ...

calendar20 Feb 2025

Are you managing containerised applications at scale and finding it overwhelming? Setting ...

calendar12 Feb 2025

What is Zyphra Zonos? Zyphra Zonos is a text-to-speech (TTS) model suite developed by ...

calendar10 Feb 2025

DeepSeek-R1 is making waves as a powerful open-source AI model with 671B parameters in ...

calendar6 Feb 2025

What is DeepSeek-R1? DeepSeek-R1 is a 671B parameter Mixture-of-Experts open source ...

calendar5 Feb 2025

From chatbots and virtual assistants to complex data analysis and content generation, ...

calendar5 Feb 2025

A majority of businesses do acknowledge the importance of AI yet only a few manage to ...

calendar5 Feb 2025

Managing containerised applications at scale can be complex. From provisioning the right ...

calendar29 Jan 2025

Companies and developers are turning to Kubernetes for better AI workload management to ...

calendar21 Jan 2025

If you’re planning to deploy your first AI model or scale an existing project and getting ...

calendar16 Jan 2025

If you plan to deploy or fine-tune advanced LLMs like the Llama 3, you're probably ...

calendar10 Jan 2025

In 2024, Meta released Llama 3.1 405B as a groundbreaking open-source AI model leading ...

calendar7 Jan 2025

"The amount of computation we need is incredible and we truly envision a society that can ...

calendar2 Jan 2025

Kubernetes, also known as K8s has changed how modern software applications are deployed, ...

calendar20 Dec 2024

Did you know the NVIDIA L40 GPU extends beyond neural graphics and virtualisation? Its ...

calendar18 Dec 2024

Meta has surprisingly released Llama 3.3, marking a major leap in open-source AI. Llama ...

calendar12 Dec 2024

The NVIDIA A100 is built on the powerful Ampere architecture to deliver groundbreaking ...

calendar5 Dec 2024

“We’re now prepared for a future where the amount of data will continue to grow ...

calendar29 Nov 2024

The Hyperstack LLM Inference Toolkit is an open-source tool designed to simplify the ...

calendar26 Nov 2024

Running AI applications on Docker containers can visibly improve your workflow by ...

calendar25 Nov 2024

Adopting open source across every industry is no longer an “if”, but a “what, when and ...

calendar20 Nov 2024

Mistral AI’s Pixtral Large is a cutting-edge 123B multimodal model that excels in image ...

calendar13 Nov 2024

The latest Qwen 2.5 Coder series is a groundbreaking model in code generation, repair and ...

calendar11 Nov 2024

Stable Diffusion 3.5 was released earlier this week, building on the success of earlier ...

calendar6 Nov 2024

The latest Meta model Llama 3 not only broke performance records but also emphasised ...

calendar31 Oct 2024

Meta has just released NotebookLlama, an AI-tool that automatically creates podcasts from ...

calendar29 Oct 2024

If you’re new to AI-powered image generation, Stable Diffusion is a powerful yet ...

calendar23 Oct 2024

IBM has just released Granite 3.0 8B, the latest in its series of LLMs designed for ...

calendar22 Oct 2024

The buzz around Llama 3.1 is not over yet as NVIDIA recently released its fine-tuned ...

calendar22 Oct 2024

Scaling AI without overspending sounds like a dream because the rising expense of AI ...

calendar15 Oct 2024

To achieve near-human levels of text comprehension and generation, LLMs need to be built ...

calendar15 Oct 2024

You’ve probably heard of the famous "strawberry🍓" problem with LLMs that's been taking ...

calendar3 Oct 2024

Meta has finally released its latest Llama 3.2 model designed to push the boundaries of ...

calendar2 Oct 2024

As advanced LLMs like Llama 3.1-70B and Qwen2-72B scale in size and complexity, network ...

calendar11 Sep 2024

Qwen2-72B, built on the advanced Transformer architecture with features like SwiGLU ...

calendar6 Sep 2024

Welcome to the second edition of our Hyperstack Weekly Rundown! We’re excited to share ...

calendar3 Sep 2024

Many developers await the opportunity to experiment with the latest LLMs, like the ...

calendar30 Aug 2024

Starting this week, we're launching a weekly rundown of Hyperstack, where we'll share all ...

calendar29 Aug 2024

Deploying advanced AI models like FLUX.1 on Hyperstack provides the perfect environment ...

calendar14 Aug 2024

Kubernetes has become the go-to platform for companies looking to scale their Generative ...

calendar12 Aug 2024

At NexGen Cloud, we’re committed to making the best of your experience with Hyperstack ...

calendar8 Aug 2024

Llama 3.1 is the latest model in Meta's successful Llama series with enhanced ...

calendar6 Aug 2024

Apple's DCLM models are currently the top-performing and truly open-source models. But ...

calendar29 Jul 2024

At NexGen Cloud, we are committed to providing transparency and growing together. Today, ...

calendar24 Jul 2024

Check out our latest guide on deploying Llama 3.1 on Hyperstack [here]. We couldn’t hold ...

calendar23 Jul 2024

Mistral has recently released its best new small model called Mistral NeMo, a 12B model ...

calendar22 Jul 2024

In my previous article, I covered Mistral AI's latest model Codestral Mamba, which set ...

calendar19 Jul 2024

Mistral AI shows no signs of slowing down as its latest model breaks performance records ...

calendar17 Jul 2024

Artificial intelligence was a long shot for many businesses because it was too complex, ...

calendar16 Jul 2024

The right LLM GPU requirements for your large language model (LLM) workloads are critical ...

calendar9 Jul 2024

Meta has recently introduced Llama 3.1, an improved version of the Llama 3 model. For a ...

calendar8 Jul 2024

The huge scale and complexity of modern AI models require equally massive computational ...

calendar3 Jul 2024

We're excited to announce that Hyperstack will soon be offering the revolutionary NVIDIA ...

calendar2 Jul 2024

We're thrilled to announce the upcoming addition of the NVIDIA H100-80GB-SXM5 GPU to our ...

calendar1 Jul 2024

Welcome back to our SR-IOV series! In our previous post, we promised to provide the ...

calendar26 Jun 2024

Albert Einstein happily talking about his childhood in a video or Marilyn Monroe in her ...

calendar26 Jun 2024

According to IBM's 2023 Cost of a Data Breach Report, artificial intelligence ...

calendar25 Jun 2024

Organisations are now accelerating AI initiatives with data centres being the primary ...

calendar21 Jun 2024

The growth of cloud computing has led to rising demand for robust and high-performance ...

calendar20 Jun 2024

Remember when implementing AI models was an expensive and inclusive approach? Those were ...

calendar13 Jun 2024

For businesses that are yet to embrace ML into their operations, the time to act is now. ...

calendar12 Jun 2024

The Association of Certified Fraud Examiners (ACFE) released a report that analysed 2,110 ...

calendar8 Jun 2024

Successful model deployment not only ensures reliable and efficient performance but also ...

calendar4 Jun 2024

Large language models (LLMs) like Meta's Llama3, Mistral's Mixtral and Cohere's ...

calendar30 May 2024

AI adoption is accelerating rapidly, with the global Artificial Intelligence market size ...

calendar27 May 2024

AI models have become more capable than ever. They can now generate human-like text, ...

calendar21 May 2024

The volume and complexity of data are growing exponentially with the demand for scalable ...

calendar20 May 2024

Once thought to be useful only for rendering video games, GPUs now power some of the ...

calendar16 May 2024

After months of anticipation for ChatGPT 5, OpenAI has instead released ChatGPT 4-o - a ...

calendar13 May 2024

As we enter 2024, the rapid pace of innovation in deep learning shows no signs of slowing ...

calendar10 May 2024

It’s happening! Almost every industry is employing deep learning’s vast potential to ...

calendar9 May 2024

Fraud is a massive and growing problem across many industries, costing businesses and ...

calendar9 May 2024

In my previous article, I wrote about the latest open AI model i.e. LLaMA 3 being on par ...

calendar2 May 2024

Who knew that GPUs, originally made to jazz up computer game graphics, would someday ...

calendar30 Apr 2024

Artificial intelligence, particularly in Large Language Models is experiencing rapid ...

calendar25 Apr 2024

Gaming has grown from a niche industry to a massive multi-billion-dollar business with ...

calendar24 Apr 2024

Stable Diffusion is a deep learning, text-to-image model released in 2022 by Stability AI ...

calendar24 Apr 2024

In our series comparing two of the most popular language models, Mixtral-8x7B and ...

calendar24 Apr 2024

In recent years, AI adoption has exploded with over 80 per cent of businesses now ...

calendar22 Apr 2024

Technology has never been more intimately connected to the human experience than through ...

calendar19 Apr 2024

The Large Language Model Market is expected to grow rapidly in the coming years. To give ...

calendar18 Apr 2024

Innovations in artificial intelligence are accelerating rapidly and are showing no signs ...

calendar17 Apr 2024

Prerequisites to Train a Stable Diffusion Model Before stable diffusion model training, ...

calendar16 Apr 2024

AI is taking over the world by storm but what does it mean for your business? When ...

calendar15 Apr 2024

GPUs' parallel processing capabilities have sparked a revolution in high-performance ...

calendar9 Apr 2024

Developing AI applications brings its own set of challenges - from configuring ...

calendar2 Apr 2024

You’ve likely heard about machine learning being used in self-driving cars, medical ...

calendar27 Mar 2024

The generative design market will grow at an annual rate of 20% by 2030, which means that ...

calendar26 Mar 2024

With the sheer range of graphics cards available today, deciding on the right GPU may ...

calendar25 Mar 2024

Cyber threats continue to grow in both sophistication and frequency as IoT cyber attacks ...

calendar19 Mar 2024

AI Supercloud will use NVIDIA Blackwell platform to drive enhanced efficiency, reduced ...

calendar15 Mar 2024

Highlights Announced on 18 March 2024 by NVIDIA CEO Jensen Huang at GTC 2024 NVLink ...

calendar14 Mar 2024

The promising news is that AI-powered solutions are readily available and accessible for ...

calendar12 Mar 2024

Global interest in generative artificial intelligence has skyrocketed over the past two ...

calendar28 Feb 2024

AI Net Zero Collaboration to Power European AI NexGen Cloud, the sustainable GPU Cloud ...

calendar23 Feb 2024

Oobabooga's web-based text-generation UI makes it easy for anyone to leverage the power ...

calendar20 Feb 2024

Machine Learning relies heavily on neural networks - computing systems loosely inspired ...

calendar14 Feb 2024

NVIDIA’s H100 GPU represents a massive generational leap in AI acceleration and ...

calendar13 Feb 2024

Running Jupyter Notebooks locally can be frustrating - especially when working with large ...

calendar8 Feb 2024

The silent threat of cybersecurity is hiding in every click, and every download. ...

calendar6 Feb 2024

The financial services sector contributes around 20-25% to the world economy. In 2021, ...

calendar30 Jan 2024

NexGen Cloud’s Hyperstack Platform and AI Supercloud Are Leveraging WEKA’s Data Platform ...

calendar25 Jan 2024

The Hyperstack collaboration significantly increases the capacity and availability of AI ...

calendar27 Sep 2023

European enterprises, researchers and governments can adhere to EU regulations and ...

calendar31 Aug 2023

NexGen Cloud, the sustainable Infrastructure-as-a-Service provider, has today launched ...

calendar23 Dec 2022

In my last article I wrote about how hyperscale computing and the cloud are quashing the ...

calendar11 Oct 2022

AI, robotics, and Web3 are seeping into our lives without most of us even noticing. The ...