EDN

The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking

Here is how the prefill versus generation split exposes GPU structural inefficiencies in AI processor designs.
Forbes

The New Frontier Of LLM Inference: Where The Next Tenfold Gains Will Come From

Shakti P. Singh, Principal Engineer at Intuit and former OCI model inference lead, specializing in scalable AI systems and LLM inference. Generative models are rapidly making inroads into enterprise ...
VentureBeat

How attention offloading reduces the costs of LLM inference at scale

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Rearranging the computations and hardware used to serve large language ...
Semiconductor Engineering

LLM Inference on GPUs (Intel)

“Transformer based Large Language Models (LLMs) have been widely used in many fields, and the efficiency of LLM inference becomes hot topic in real applications. However, LLMs are usually ...
SiliconANGLE

Red Hat sees inference as AI’s next battleground — with Kubernetes at the core

As AI demands drive orders-of-magnitude increases in token consumption, the need for scalable, production-grade Kubernetes inference has never been greater. “What we realized is that AI is being ...

Better AI inference stock to own: Nvidia or Cerebras?

Both stocks have a big inference opportunity ahead.

5 AI stocks to own for the inference age

These semiconductor stocks all look set to benefit from the rise of the inference market.
Analytics India Magazine

Neysa & Pipeshift Take On India’s Inference Problem

Together, these companies are building a system that lets enterprises run open-source models in single-tenant environments ...