Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI
Hugging Face's WebAI team introduces @huggingface/kernels, a library for loading and running optimized WebGPU kernels from the Hub. The initial collection of 207 kernels covers operations for ML architectures. Each kernel is versioned with interface, shader templates, correctness tests, and benchmarks. Fleet is a browser-based tool that crowdsources performance and correctness evidence from real-world GPUs to improve kernel variants.
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AMD Introduces Threadripper Halo Station at IFA 2026
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AMD unveils Threadripper Halo Station, an AI workstation packing 96 cores and dual liquid-cooled MI350P accelerators — 'the most powerful workstation in the world' can run trillion-parameter models, says AMD
AMD unveiled the Threadripper Halo Station, an AI workstation it calls 'the most powerful in the world,' at IFA 2026. The system combines a 96-core Zen 5 Threadripper Pro 9995WX CPU with dual liquid-cooled Instinct MI350P accelerators (144GB HBM3E each), 2TB DDR5, and support for up to four GPUs. AMD claims it can run trillion-parameter models. Estimated component cost exceeds $100,000, with fully configured systems potentially over $150,000. No price or release date was announced, and AMD has not yet named OEM partners.