A site dedicated to Artificial Intelligence
Why this exists AI projects rarely fail because the models are bad. They fail because the plumbing is painful. In the real world, teams don’t struggle with training runs or benchmark scores, they struggle with: What starts as a proof of concept often collapses under its own operational weight. This is exactly the gap Nutanix […]
As AI adoption accelerates across industries, the choice of hardware becomes critical in optimising performance and efficiency. While NVIDIA AI accelerators like the H100, H200, and the recently announced B200 are leading the charge in AI workloads, their performance is not determined by the GPU alone. The CPU plays a crucial role in maximising throughput, […]
The rise of large language models (LLMs) has driven significant demand for efficient inference and fine-tuning frameworks. One such framework, vLLM, is optimised for high-performance serving with PagedAttention, allowing for memory-efficient execution across diverse hardware architectures. With the introduction of new AI accelerators such as Gaudi3, H200, and MI300X, optimising fine-tuning parameters is essential to […]
The evolution of artificial intelligence (AI) has placed increasing demands on hardware, requiring processors that deliver high efficiency, scalability, and performance. Intel’s Xeon 6 marks a substantial leap in AI capabilities, particularly in its Advanced Matrix Extensions (AMX), which have seen major improvements over Xeon 4 and Xeon 5. These enhancements make Xeon 6 a […]