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 ...
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

The On-Device LLM Revolution

Users running a quantized 7B model on a laptop expect 40+ tokens per second. A 30B MoE model on a high-end mobile device ...
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

Groq unveils lightning-fast LLM engine; developer base rockets past 280K in 4 months

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Groq now allows you to make lightning fast ...
CRN

AWS Trainium3 AI Is ‘The Best Inference Platform In The World,’ CEO Says

AWS CEO Matt Garman talks to CRN about its new Trainium3 AI accelerator chips being the ‘best inference platform in the world,’ AI openness being a market differentiator versus competitors, and ...
InfoQ

NVIDIA Dynamo Addresses Multi-Node LLM Inference Challenges

Serving Large Language Models (LLMs) at scale is complex. Modern LLMs now exceed the memory and compute capacity of a single GPU or even a single multi-GPU node. As a result, inference workloads for ...
SiliconANGLE

Atlas Cloud optimizes AI inference service to boost GPU throughput

Cloud infrastructure startup Atlas Cloud today launched a highly optimized artificial intelligence inference service that it says dramatically reduces the computational requirements of even the most ...
InfoQ

Cactus v1: Cross-Platform LLM Inference on Mobile with Zero Latency and Full Privacy

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Hosted on MSN

A closer look at Dynamo, Nvidia's 'operating system' for AI inference

GTC Nvidia's Blackwell Ultra and upcoming Vera and Rubin CPUs and GPUs dominated the conversation at the corp's GPU Technology Conference this week. But arguably one of the most important ...
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 ...