New open-source efforts from Snowflake aim to help solve that unsolved challenges of text-to-SQL and inference performance for enterprise AI.

When it comes to real-time AI-driven applications like self-driving cars or healthcare monitoring, even an extra second to ...

Inference Is Where Value Will Be Realized Generative AI requires models ... in parallel as one large GPU because that is the fastest and most efficient way to process massive amounts of data ...

Technical decisions that advance inference capabilities can help deliver the promise of ubiquitous, accessible AI.

Open-source systems, including compilers, frameworks, runtimes, and orchestration infrastructure, are central to Wang’s ...

AMD plans to capitalize on AI inference workloads moving to edge devices, CTO Mark Papermaster tells BI.

Open models Mistral-7B and Llama3-8B performed comparably, with accuracies of 68.6% and 61.4%, respectively. Mistral-7B excelled in deriving correct inferences from objective ... this paper presents a ...

And here is another interesting architectural feature of the DeepSeek model: V3 uses pipeline parallelism and data parallelism ... according to the accuracy requirements of training and inference ...

The lion's share of artificial intelligence workloads moving from training to inference is great news ... up the gargantuan task of building large language models, imbuing them with a familiar ...