Tag: performance metrics
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Hacker News: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference
Source URL: https://cerebras.ai/blog/llama-405b-inference/ Source: Hacker News Title: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses breakthrough advancements in AI inference speed, specifically highlighting Cerebras’s Llama 3.1 405B model, which showcases significantly superior performance metrics compared to traditional GPU solutions. This…
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AWS News Blog: AWS Lambda turns ten – looking back and looking ahead
Source URL: https://aws.amazon.com/blogs/aws/aws-lambda-turns-ten-the-first-decade-of-serverless-innovation/ Source: AWS News Blog Title: AWS Lambda turns ten – looking back and looking ahead Feedly Summary: Explore the journey of AWS Lambda, the pioneering serverless computing service, from its 2013 inception to powering over two million users and tens of trillions of function invocations monthly. AI Summary and Description: Yes **Summary:**…
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The Register: Nvidia’s latest Blackwell boards pack 4 GPUs, 2 Grace CPUs, and suck down 5.4 kW
Source URL: https://www.theregister.com/2024/11/18/nvidia_gb200_nvl4/ Source: The Register Title: Nvidia’s latest Blackwell boards pack 4 GPUs, 2 Grace CPUs, and suck down 5.4 kW Feedly Summary: You can now glue four H200 PCIe cards together too SC24 Nvidia’s latest HPC and AI chip is a massive single board computer packing four Blackwell GPUs, 144 Arm Neoverse cores,…
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The Register: LLNL’s El Capitan surpasses Frontier with 1.74 exaFLOPS performance
Source URL: https://www.theregister.com/2024/11/18/top500_el_capitan/ Source: The Register Title: LLNL’s El Capitan surpasses Frontier with 1.74 exaFLOPS performance Feedly Summary: Uncle Sam tops supercomputer charts, while China recides from public view SC24 Lawrence Livermore National Lab’s (LLNL) El Capitan system has ended Frontier’s 2.5-year reign as the number one ranked supercomputer on the Top500, setting a new…
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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…