As part of the transition to eventually drop the long dormant Clover OpenCL state tracker from Mesa's Gallium3D codebase in favor of the modern OpenCL Rusticl Rust-written driver, Mesa 25.0 has ended Clover support for NIR-based drivers...
Yesterday brought the eighth and ninth iteration of the AMD XDNA Linux kernel driver posted for review for enabling the Ryzen AI branded NPUs found in their recent SoCs...
Red Hat in cooperation with Intel, Bloomberg and IBM has been developing the Climatik open-source project as a means of power capping AI use within the data center for better energy efficiency and sustainability...
Merged today for the upcoming GCC 15 stable release is a new "X86_TUNE_AVX512_TWO_EPILOGUES" tuning optimization that is enabled by default for AMD Zen 4 and Zen 5 processors...
Think about some of the past trends in technology, and you’ll start to see some patterns emerge. For example, with cloud computing there’s no one-size-fits-all approach. Combinations of different approaches, such as on premise and different cloud providers, have led to organizations taking advantage of hybrid infrastructure benefits in deploying their enterprise applications. When we think about the future, a similar structure will be essential for the consumption of artificial intelligence (AI) across diverse applications and business environments. Flexibility will be crucial as no single
FAQ: Red Hat to acquire Neural MagicWhat is being announced?On Nov. 12, 2024, Red Hat announced that it has signed a definitive agreement to acquire Neural Magic, subject to regulatory reviews and other customary closing conditions.What is Neural Magic?Neural Magic is a Somerville, Massachusetts-based early stage company developing technology that helps organizations optimize AI models for greater performance and efficiency. Specifically, Neural Magic is a leader in the vLLM community project with expertise in quantization and sparsification.What does Neural Magic provide?Neural Magic provides
Picture this: you have a powerful language model in production, but it struggles to provide satisfying answers for specific, niche questions. You try retrieval-augmented generation (RAG) and carefully crafted prompt engineering, but the responses still need to be revised. The next step might seem to be full model fine tuning—updating every layer of the model to handle your specialized cases—but that demands significant time and compute resources.What is LoRA?Low-rank adaptation (LoRA) is a faster and less resource-intensive fine tuning technique that can shape how a large language model re
TrustyAI is an open source community dedicated to providing a diverse toolkit for responsible artificial intelligence (AI) development and deployment. TrustyAI was founded in 2019 as part of Kogito, an open source business automation community, as a response to growing demand from users in highly regulated industries such as financial services and healthcare. With increasing global regulation of AI technologies, toolkits for responsible AI are an invaluable and necessary asset to any MLOps platform. Since 2021, TrustyAI has been independent of Kogito, and has grown in size and scope amidst the
The AI landscape is evolving at an electrifying pace. Just as with any technological leap, the question arises: what path will best shape its future? Red Hat believes the answer is clear:The future of AI is open source.This isn’t just a philosophical stance; it’s an approach focused on unlocking the true value of AI and making it something far more accessible, far more democratized and far more powerful.We have always believed in the power of open source development in driving innovation. We’ve seen this play out in the rise of Linux, KVM, OpenStack, Kubernetes and many other projects th
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