A systems-level deep dive into the hidden microarchitectural costs of Kubernetes GPU time-slicing, and what it actually costs to co-locate Agentic AI workloads.
The post GPU Time-Slicing for Concurrent LLM Agents on Kubernetes appeared first on Towards Data Science.
We implement xFormers, a practical toolkit for fast, memory-efficient Transformer models on GPUs. We validate memory-efficient attention against a standard implementation, then compare speed and memory across sequence lengths. We work through causal masking, packed variable-length sequences, grouped-query attention, and custom ALiBi biases. Finally, we combine these into a trainable GPT-style model with SwiGLU layers and automatic mixed-precision training.
The post How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention appeared first on MarkTechPost.
KPMG has removed a report on agentic AI from its websites after multiple organisations named within it said the claims about their AI usage were false or misleading. UBS, the UK’s National Health Service, Swiss Federal Railways, and Transport for London all told the Financial Times that the report’s assertions were either untrue or inaccurate. […]
AMD's AI and GPU advancements could significantly boost investor confidence, potentially driving long-term growth and higher stock valuations.
The post Wolfe Research reiterates AMD price target at $450 on AI and GPU growth appeared first on Crypto Briefing.
$IREN secured 96% of the $5.81bn GPU capex for its Microsoft contract at a low single-digit all-in financing cost. This was enabled by by the Microsoft lease itself and carries investment-grade credit rating. The following guest post comes from BitcoinMiningStock.io, a public markets intelligence platform delivering data on companies exposed to bitcoin mining, artificial intelligence, […]
AMP PBC's GPU utility model could democratize AI compute access, leveling the playing field for smaller AI teams against tech giants.
The post AMP PBC wants to turn GPUs into a utility, and it has $1.3 billion to try appeared first on Crypto Briefing.
AgentPerf from Artificial Analysis, the industry’s first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare systems for agentic AI. In the first round of published results, the NVIDIA Blackwell Ultra NVL72 platform delivers leading performance across the agentic AI workloads tested, running 20x more agents per megawatt than NVIDIA […]
HIVE's AI pivot could redefine its market position, but execution risks and shifting GPU demand may challenge its ambitious growth targets.
The post HIVE Digital Technologies targets 500 MW capacity by 2028 as AI pivot accelerates appeared first on Crypto Briefing.
Agentic AI's rise could redefine enterprise software, emphasizing autonomous task completion and challenging existing AI market leaders.
The post Mistral CEO Arthur Mensch makes the case for agentic AI as the future of enterprise software appeared first on Crypto Briefing.
