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 ...
XDA Developers on MSN

Stop obsessing over your GPU's core clock — memory clock matters more for local LLM inference

Your self-hosted LLMs care more about your memory performance ...
NextBigFuture

Defeating Nondeterminism in LLM Inference by Thinking Machines

A research article by Horace He and the Thinking Machines Lab (X-OpenAI CTO Mira Murati founded) addresses a long-standing issue in large language models (LLMs). Even with greedy decoding bu setting ...
Business Wire

Enfabrica Unveils Industry’s First Ethernet-Based AI Memory Fabric System for Efficient Superscaling of LLM Inference

MOUNTAIN VIEW, Calif.--(BUSINESS WIRE)--Enfabrica Corporation, an industry leader in high-performance networking silicon for artificial intelligence (AI) and accelerated computing, today announced the ...
Semiconductor Engineering

LLM Inference: Core Bottlenecks Imposed By Memory, Compute Capacity, Synchronization Overheads (NVIDIA)

A new technical paper titled “Efficient LLM Inference: Bandwidth, Compute, Synchronization, and Capacity are all you need” was published by NVIDIA. “This paper presents a limit study of ...
VentureBeat

Nvidia triples and Intel doubles generative AI inference performance on new MLPerf benchmark

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More MLCommons is out today with its MLPerf 4.0 benchmarks for inference, once ...
Business Insider

NVIDIA Enters Production With Dynamo, the Broadly Adopted Inference Operating System for AI Factories

NVIDIA Dynamo 1.0 provides a production-grade, open source foundation for inference at scale. Dynamo and NVIDIA TensorRT-LLM optimizations integrate natively into open source frameworks such as ...
Semiconductor Engineering

Novel NorthPole Architecture Enables Low-Latency, High-Energy-Efficiency LLM inference (IBM Research)

A new technical paper titled “Breakthrough low-latency, high-energy-efficiency LLM inference performance using NorthPole” was published by researchers at IBM Research. At the IEEE High Performance ...
Business Wire

Red Hat Launches the llm-d Community, Powering Distributed Gen AI Inference at Scale

Forged in collaboration with founding contributors CoreWeave, Google Cloud, IBM Research and NVIDIA and joined by industry leaders AMD, Cisco, Hugging Face, Intel, Lambda and Mistral AI and university ...
Forbes

Taalas Launches Hardcore Chip With ‘Insane’ AI Inference Performance

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. The AI hardware market looks a lot different today than it did yesterday, thanks to the ...
Neowin

Cerebras launches the world's fastest AI inference, 20X performance compared to NVIDIA

Cerebras Systems launched Cerebras Inference, the world's fastest AI inference solution. It's 20x faster than NVIDIA's solutions and offers 100x higher price-performance. Cerebras Systems announced ...