Hyperstack Weekly Rundown 47

Check out exciting blogs on Hyperstack this month:

Best Object Storage Solutions for Cloud Data

What’s the Difference?

If you’re working with large volumes of cloud data, object storage is not an option anymore. No matter if you’re managing AI training datasets, media libraries or long-term archives, choosing the right object storage solution affects performance. In this blog, you’ll learn what object storage is, why you need it and which solutions stand out as the best object storage solutions for cloud data in 2026. 

Learn more in our latest blog.

What is a GPU Cluster

How it Powers Modern AI Workloads

Modern AI workloads push computing infrastructure far beyond what a single server can handle. Training LLMs, running deep learning experiments or processing large datasets requires more parallelism and high-throughput computation. This is why enterprises and large-scale organisations choose GPU clusters for modern AI workloads. In this blog, you’ll learn what a GPU cluster is, how it works, why it’s essential for modern AI workloads and real-world use cases.

Learn more in our latest blog.

How to Run and Deploy Qwen3-Coder-Next:

A Complete Guide

Qwen3-Coder-Next is the latest open-weight language model from the Qwen Team, built specifically for coding agents and local development. Unlike traditional dense models, it utilises a Mixture-of-Experts (MoE) architecture. While it boasts a massive 80B total parameter count, it only activates 3B parameters per token. The tutorial walks through deploying Qwen3-Coder-Next on Hyperstack using GPU-powered virtual machines

Learn more in our latest blog.

Welcome to Hyperstack Weekly Rundown

Another week, another set of updates,

This one’s worth a few minutes of your time. We’ve shipped new changes, made improvements and released interesting content to help you build and optimise with confidence. So grab your coffee ☕, get comfortable and scroll on to see what’s new on Hyperstack.

Let’s get into it. 

Check out the latest tutorials on Hyperstack:

5 Affordable Cloud GPU Providers in 2026:

Features, Pricing and Use Cases

Looking for a cloud GPU that won’t drain your wallet but still performs for your AI projects? Cloud GPU options are everywhere but the cheapest option is not always the smartest. Hidden fees and scaling can turn a “bargain” into a headache. And by that time, you have already spent a lot. Our latest blog below helps you pick an affordable GPU cloud provider, so you can train, fine-tune and deploy AI models without compromise or surprise costs

Check out the full blog below!

5 Kubernetes Best Practices in 2026: 

Every Developer Should Know

Kubernetes gives you incredible power but without the right practices, that power can turn into complexity very fast. If you’re just getting started or already running workloads in production, the difference between a smooth experience and constant fighting often comes down to a few decisions. Our latest blog walks you through some of the best Kubernetes practices that help you build systems that scale naturally, stay reliable under pressure and avoid unnecessary costs. 

Check out the full blog below!

How to Deploy Open WebUI:

A Quick Setup Guide

Open WebUI is an open-source, feature-rich, and user-friendly self-hosted AI interface designed to run entirely offline. Built on universal standards, it supports Ollama and OpenAI-compatible APIs, making it easy to connect local or remote LLM backends. It provides a ChatGPT-like web experience while giving you full control over models, data and infrastructure. This setup guide shows you how to deploy Open WebUI on Hyperstack so you can quickly get started using GPU-powered cloud infrastructure.

Check out the full blog below!

Top 5 Use Cases of Object Storage in 2026:

All You Need to Know

Data is now bigger and more unpredictable than ever. AI models are consuming petabytes of training data and media platforms are streaming millions of files every second. And guess what? Traditional storage systems cannot keep up. This is why teams are switching to object storage to handle their data. In this blog, we explore the most impactful object storage use cases, why businesses are adopting it and how organisations can use object storage to power data-heavy workloads.

Check out the full blog below!

Unstructured Data- Concept, Use Cases and Storage:

Know All About it

Every day, organisations generate loads of data but did you know that over 80% of it is unstructured? From emails and documents to videos, social media posts and AI training datasets, unstructured data holds the insights that structured tables simply cannot capture. Understanding it is not just a nice-to-have but is important to powering AI, predictive analytics and modern cloud applications. In this blog, we break down what unstructured data is, why it matters and how it can be stored, accessed and used at scale. 

Check out the full blog below!

Deploying and Using Qwen 3 TTS CustomVoice on Hyperstack:

A Step-by-Step Guide

If you are looking to run Qwen 3 TTS CustomVoice efficiently on cloud GPUs, this tutorial shows you exactly how to deploy it on Hyperstack. Qwen 3 TTS is designed for high-fidelity, low-latency speech synthesis, but real-world performance depends heavily on GPU configuration, memory setup, and deployment strategy. Our latest tutorials walk through the full process so you can achieve production-ready text-to-speech performance quickly. 

Check out the full blog below!

Your Ideas Power Hyperstack

You know your workflow better than anyone. If there’s anything you wish Hyperstack did differently or better, now’s your chance to tell us.

Maybe it’s a feature you’ve been thinking about, a tool that could speed up your workflow, or a simple improvement that would make your project easier. Whatever it is, we’re listening.

Share Feature Request →

Welcome to Hyperstack Weekly Rundown

Another week and more updates to play with.

In this edition of the Hyperstack Weekly Rundown, you’ll find new AI Studio capabilities, Kubernetes improvements, large root-disk flavours and the latest blogs to keep you ahead of what’s coming next.

Scroll on as there’s plenty to explore.

Check out the latest tutorials on Hyperstack:

5 Kubernetes Use Cases:

That Will Define Cloud-Native Workloads in 2026

Every few years, cloud-native hits a turning point. New workloads suddenly demand more scale, more automation and more resilience than our existing tools can handle and AI is pushing that shift hard. Teams aren’t asking “Should we adopt Kubernetes?” anymore  but “How far can Kubernetes take us?” Whether you’re building AI pipelines, running multi-region microservices or scaling GPU-heavy training jobs, Kubernetes is a natural fit for modern cloud-native workloads.

Check out the full blog below!

PyTorch vs TensorFlow in 2026: 

Which Framework to Choose?

Choosing the right deep learning framework can directly impact how fast you build, train and deploy AI models. Both frameworks support popular AI technologies like generative AI and enterprise-scale machine learning systems. While they often achieve similar results, the way you work with them and scale with them can feel very different. Our latest blog breaks down PyTorch vs TensorFlow, helping you decide which framework fits your goals, workflow and production needs in today’s fast-moving AI.

Check out the full blog below!

LLMs vs SLMs:

Your Guide to Choosing the Right Model for AI Workloads

If you’re unsure when your workload needs an LLM or an SLM, the answer depends on what you’re optimising for. LLMs offer better reasoning and generalisation, while SLMs deliver faster inference and lower operational costs. Most teams end up using both, just for different parts of their pipeline. In this blog, you’ll get a clear breakdown of LLMs vs SLMs and GPU recommendations for deployment.

Check out the full blog below!

Popular Open-Source Text-to-Speech Models in 2026:

All You Need to Know

You’re building something intelligent, something that thinks. But then you realise… it should speak too, not robotic but truly human-like. A product with a voice that connects, guides and responds across languages, platforms and users. With open-source TTS models, you can run, fine-tune and deploy your way. No lock-ins but you get flexibility, performance and innovation. Our latest blog walks you through the popular open-source text-to-speech models and how to choose the right one for your stack.

Check out the full blog below!

Hear What Our Users Say

We could say our users are happy but it’s better coming from them. Take a look below.

Share a Testimonial →

Your Ideas Power Hyperstack

You know your workflow better than anyone. If there’s anything you wish Hyperstack did differently or better, now’s your chance to tell us.

Maybe it’s a feature you’ve been thinking about, a tool that could speed up your workflow, or a simple improvement that would make your project easier. Whatever it is, we’re listening.

Share Feature Request →