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 ...
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 ...
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 ...
Business Wire

Announcing Novita AI's Partnership With vLLM to Advance AI Inference

SAN FRANCISCO--(BUSINESS WIRE)--Novita AI, a leading global AI cloud platform, is thrilled to announce a strategic partnership with vLLM, the leading open-source inference engine for large language ...
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 ...
Hosted on MSN

MetalRT brings the first unified AI inference engine to Apple Silicon

Artificial intelligence is rapidly moving beyond cloud servers and into the devices people use every day. Laptops, smartphones and edge systems now have enough computing power to run sophisticated ...
InfoQ

NVIDIA Dynamo Addresses Multi-Node LLM Inference Challenges

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...
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 ...
XDA Developers on MSN

I ran this bulky LLM on an SBC cluster, and it's the most unhinged setup I've ever built

My SBC cluster runs bigger models than a single Raspberry Pi, but the trade-offs are brutal ...
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. Abstract “This paper presents a limit study of ...