Tag: performance metrics
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Cloud Blog: Unlocking LLM training efficiency with Trillium — a performance analysis
Source URL: https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks/ Source: Cloud Blog Title: Unlocking LLM training efficiency with Trillium — a performance analysis Feedly Summary: Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is…
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The Register: HPE goes Cray for Nvidia’s Blackwell GPUs, crams 224 into a single cabinet
Source URL: https://www.theregister.com/2024/11/13/hpe_cray_ex/ Source: The Register Title: HPE goes Cray for Nvidia’s Blackwell GPUs, crams 224 into a single cabinet Feedly Summary: Meanwhile, HPE’s new ProLiant servers offer choice of Gaudi, Hopper, or Instinct acceleration If you thought Nvidia’s 120 kW NVL72 racks were compute dense with 72 Blackwell accelerators, they have nothing on HPE…
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The Register: The NPU: Neural processing unit or needless pricey upsell?
Source URL: https://www.theregister.com/2024/11/11/npu_debate/ Source: The Register Title: The NPU: Neural processing unit or needless pricey upsell? Feedly Summary: Tech for tech’s sake with niche uses that traditional hardware can handle Opinion If you haven’t heard of neural processing units (NPUs) by now, you must have missed a year’s worth of AI marketing from Intel, AMD,…
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Hacker News: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4
Source URL: https://the-decoder.com/openais-new-orion-model-reportedly-shows-small-gains-over-gpt-4/ Source: Hacker News Title: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the stagnation in the performance of large language models (LLMs), particularly OpenAI’s upcoming Orion model, which shows minimal gains compared to its predecessor, GPT-4. It highlights…
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Hacker News: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence
Source URL: https://arxiv.org/abs/2410.21228 Source: Hacker News Title: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a comparative study of Low-Rank Adaptation (LoRA) and full fine-tuning for large language models (LLMs). It reveals significant differences in how each method alters pre-trained models, particularly focusing…
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The Register: Arm’s royalty revenues boom, execs talk up hopes for AI bonanza
Source URL: https://www.theregister.com/2024/11/07/arm_q2_2025/ Source: The Register Title: Arm’s royalty revenues boom, execs talk up hopes for AI bonanza Feedly Summary: Q2 climbs 23% on Armv9 adoption, but licensing dips Smartphone chip champ Arm is crowing over expanding royalty revenues, driven by uptake of Armv9 technology, yet execs can’t stop talking up AI as its future…
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Slashdot: Anthropic’s Haiku 3.5 Surprises Experts With an ‘Intelligence’ Price Increase
Source URL: https://news.slashdot.org/story/24/11/06/2159204/anthropics-haiku-35-surprises-experts-with-an-intelligence-price-increase?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Anthropic’s Haiku 3.5 Surprises Experts With an ‘Intelligence’ Price Increase Feedly Summary: AI Summary and Description: Yes Summary: The launch of Anthropic’s Claude 3.5 Haiku AI model comes with a significant price hike, drawing attention and criticism within the AI community. This increase reflects the model’s enhanced capabilities, which…
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The Register: Thanks Linus. Torvalds patch improves Linux performance by 2.6%
Source URL: https://www.theregister.com/2024/11/06/torvalds_patch_linux_performance/ Source: The Register Title: Thanks Linus. Torvalds patch improves Linux performance by 2.6% Feedly Summary: 21 lines that show the big man still has what it takes A relatively tiny code change by penguin premier Linus Torvalds is making a measurable improvement to Linux’s multithreaded performance.… AI Summary and Description: Yes Summary:…