Tag: performance metrics
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Wired: Why the US Government Banned Investments in Some Chinese AI Startups
Source URL: https://www.wired.com/story/treasury-outbound-investment-china-artificial-intelligence/ Source: Wired Title: Why the US Government Banned Investments in Some Chinese AI Startups Feedly Summary: The Biden administration chose to target only companies developing frontier AI models in China. But Trump could take a more sweeping approach. AI Summary and Description: Yes Summary: The recent restrictions imposed by the US Treasury…
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Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization
Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…
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Hacker News: OpenAI, Google and Anthropic are struggling to build more advanced AI
Source URL: https://www.bloomberg.com/news/articles/2024-11-13/openai-google-and-anthropic-are-struggling-to-build-more-advanced-ai Source: Hacker News Title: OpenAI, Google and Anthropic are struggling to build more advanced AI Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI is developing a new AI model named Orion, aimed to significantly advance beyond previous iterations like GPT-4. However, early performance assessments indicate that Orion has not met…
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The Register: AI PCs flood the market. Vendors hope someone wants them
Source URL: https://www.theregister.com/2024/11/14/ai_pc_shipments/ Source: The Register Title: AI PCs flood the market. Vendors hope someone wants them Feedly Summary: Despite 49% surge in shipments, buyers seem unconvinced Warehouses in the IT channel are stocking up with AI-capable PCs – industry watcher Canalys claims these made up 20 percent of all shipments during Q3 2024, amounting…
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Cloud Blog: Data loading best practices for AI/ML inference on GKE
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improve-data-loading-times-for-ml-inference-apps-on-gke/ Source: Cloud Blog Title: Data loading best practices for AI/ML inference on GKE Feedly Summary: As AI models increase in sophistication, there’s increasingly large model data needed to serve them. Loading the models and weights along with necessary frameworks to serve them for inference can add seconds or even minutes of scaling…
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The Register: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100
Source URL: https://www.theregister.com/2024/11/13/nvidia_b200_performance/ Source: The Register Title: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100 Feedly Summary: Is Huang leaving even more juice on the table by opting for mid-tier Blackwell part? Signs point to yes Analysis Nvidia offered the first look at how its upcoming Blackwell accelerators stack up…
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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…