Experimental News Clipping Site

Tag: scaling

  • Hacker News: S1: The $6 R1 Competitor?

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    Kurt Seifried
    in

    Source URL: https://timkellogg.me/blog/2025/02/03/s1 Source: Hacker News Title: S1: The $6 R1 Competitor? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel AI model that demonstrates significant performance scalability while being cost-effective, leveraging concepts like inference-time scaling and entropix. It highlights the implications of such advancements for AI research, including geopolitics…

  • Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs

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    Kurt Seifried
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    Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…

  • Cloud Blog: How we improved GKE volume attachments for stateful applications by up to 80%

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gkes-faster-cluster-upgrades-under-the-hood/ Source: Cloud Blog Title: How we improved GKE volume attachments for stateful applications by up to 80% Feedly Summary: If you run stateful workloads on Google Kubernetes Engine (GKE), you may have noticed that your Cluster upgrades execute much faster as of late. You’re not imagining things. We recently introduced an  enhancement…

  • Hacker News: DoppelBot: Replace Your CEO with an LLM

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    Kurt Seifried
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    Source URL: https://modal.com/docs/examples/slack-finetune Source: Hacker News Title: DoppelBot: Replace Your CEO with an LLM Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of DoppelBot, a Slack bot that leverages fine-tuned large language models (LLMs) to enhance workplace communication and productivity. It illustrates the practical application of AI in automating…

  • Simon Willison’s Weblog: OpenAI reasoning models: Advice on prompting

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Feb/2/openai-reasoning-models-advice-on-prompting/ Source: Simon Willison’s Weblog Title: OpenAI reasoning models: Advice on prompting Feedly Summary: OpenAI reasoning models: Advice on prompting OpenAI’s documentation for their o1 and o3 “reasoning models" includes some interesting tips on how to best prompt them: Developer messages are the new system messages: Starting with o1-2024-12-17, reasoning models support developer…

  • Hacker News: Andrew Ng on DeepSeek

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    Kurt Seifried
    in

    Source URL: https://www.deeplearning.ai/the-batch/issue-286/ Source: Hacker News Title: Andrew Ng on DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines significant advancements and trends in the field of generative AI, particularly emphasizing China’s emergence as a competitor to the U.S. in this domain, the implications of open weight models, and the innovative…

  • Simon Willison’s Weblog: OpenAI o3-mini, now available in LLM

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Jan/31/o3-mini/#atom-everything Source: Simon Willison’s Weblog Title: OpenAI o3-mini, now available in LLM Feedly Summary: o3-mini is out today. As with other o-series models it’s a slightly difficult one to evaluate – we now need to decide if a prompt is best run using GPT-4o, o1, o3-mini or (if we have access) o1 Pro.…

  • Cloud Blog: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/introducing-a4-vms-powered-by-nvidia-b200-gpu-aka-blackwell/ Source: Cloud Blog Title: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview Feedly Summary: Modern AI workloads require powerful accelerators and high-speed interconnects to run sophisticated model architectures on an ever-growing diverse range of model sizes and modalities. In addition to large-scale training, these complex models…

  • The Register: DeepSeek means companies need to consider AI investment more carefully

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    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/01/31/deepseek_implications/ Source: The Register Title: DeepSeek means companies need to consider AI investment more carefully Feedly Summary: But Chinese startup shakeup doesn’t herald ‘drastic drop’ in need for infrastructure buildout, say analysts Analysis The shockwave following the release of competitive AI models from Chinese startup DeepSeek has led many to question the assumption…