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AKAdam Kingflexai.hashnode.devApr 21 · 6 min read

Fine-Tuning a 32B Legal LLM That Outperformed a Frontier Model at 4× Lower Serving Cost

Everyone assumes bigger models produce better results. LegML set out to prove otherwise. They fine-tuned a 32B-parameter legal LLM — internally called "Hugo" — that outperformed a leading frontier mod

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AKAdam Kingflexai.hashnode.devApr 14 · 5 min read

LLM Inference GPU Sizing: How to Choose the Right GPU for Your Model and Traffic

When developers scale LLM workloads to production, one question always comes up: which GPUs should I use, how many will I need, and how much is this going to cost me? Not a back-of-the-envelope guess

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KKashifblog.ifkash.devFeb 8 · 5 min read

I Pretrained a 360M LLaMA-Style Language Model from Scratch on 6B FineWeb Tokens (Single H100)

Pretraining an LLM from scratch usually sounds like “big-lab-only” territory. I wanted to test how far a smaller, practical setup can go while keeping the process transparent and reproducible. This post documents an end-to-end run of training a ~360M...

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BBBillion Bison HKbillionbison.hashnode.devJan 23 · 1 min read

From GPU supply to full-scale AI deployment.

Billion Bison delivers NVIDIA RTX 5090, NVIDIA RTX PRO, H100, H200, Blackwell GPUs, and DGX Spark systems with infrastructure-ready solutions designed for large-scale AI, HPC, and data center environments. We support enterprises, AI startups, cloud p...

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CACyfuture AIcyfutureai.hashnode.devNov 26, 2025 · 5 min read

Why Serverless Inferencing Is the Future of AI Model Hosting

Serverless inferencing is transforming AI model hosting by eliminating infrastructure management, reducing costs for idle workloads, and ensuring near-instant scalability. It enables developers to deploy and run AI models seamlessly without worrying ...

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CACyfuture AIcyfutureai.hashnode.devOct 29, 2025 · 6 min read

Rent GPU Servers to Unlock Enterprise-Grade AI Power Without the High Price Tag

Artificial Intelligence (AI) is transforming industries at lightning speed — from healthcare and finance to entertainment and research. But here’s the catch: running AI models, especially deep learning or data-intensive ones, requires massive computi...

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TATanvi Ausareblog.neevcloud.comNov 7, 2024 · 7 min read

Enabling GPU in Containerized Cloud AI Ecosystems

TL;DR: GPU-Enabled Containers – The Engine Powering Modern AI Clouds & Scalable Datacenters GPU integration in containers unlocks high-performance AI by combining the compute power of the NVIDIA H100/H200 with the portability and efficiency of Docke...

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TATanvi Ausareblog.neevcloud.comNov 7, 2024 · 7 min read

Measuring and Enhancing GPU Performance in AI Cloud

TL;DR: Measuring & Enhancing GPU Performance in AI Clouds – Faster, Smarter & Cost-Efficient Cloud GPUs like NVIDIA H100/H200 deliver massive acceleration for training and inference, but performance depends on proper measurement of throughput, laten...

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TATanvi Ausareblog.neevcloud.comOct 20, 2024 · 5 min read

An Introduction to AMD MI300X: A Game Changer in AI Cloud

As the demand for high-performance computing (HPC) and artificial intelligence (AI) workloads skyrockets, the race among hardware providers has become more intense. AMD's latest product, the MI300X GPU, is a shining contender. Designed to challenge N...

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SJSiddhant Jainblog.neevcloud.comSep 16, 2024 · 5 min read

The Role of AI Superclusters in Advancing Artificial Intelligence

Imagine a cosmic dance of galaxies, swirling through the vastness of space - that's a traditional supercluster. Now, picture that same incredible power and complexity, but built by human hands and packed into sleek data centers. That's an AI superclu...

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Trending tags this week

Fine-Tuning a 32B Legal LLM That Outperformed a Frontier Model at 4× Lower Serving Cost

LLM Inference GPU Sizing: How to Choose the Right GPU for Your Model and Traffic

I Pretrained a 360M LLaMA-Style Language Model from Scratch on 6B FineWeb Tokens (Single H100)

From GPU supply to full-scale AI deployment.

Why Serverless Inferencing Is the Future of AI Model Hosting

Rent GPU Servers to Unlock Enterprise-Grade AI Power Without the High Price Tag

Enabling GPU in Containerized Cloud AI Ecosystems

Measuring and Enhancing GPU Performance in AI Cloud

An Introduction to AMD MI300X: A Game Changer in AI Cloud

The Role of AI Superclusters in Advancing Artificial Intelligence