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Tag: optimization

  • The Register: Tinker with LLMs in the privacy of your own home using Llama.cpp

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    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/08/24/llama_cpp_hands_on/ Source: The Register Title: Tinker with LLMs in the privacy of your own home using Llama.cpp Feedly Summary: Everything you need to know to build, run, serve, optimize and quantize models on your PC Hands on Training large language models (LLMs) may require millions or even billion of dollars of infrastructure, but…

  • Simon Willison’s Weblog: DeepSeek 3.1

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Aug/22/deepseek-31/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek 3.1 Feedly Summary: DeepSeek 3.1 The latest model from DeepSeek, a 685B monster (like DeepSeek v3 before it) but this time it’s a hybrid reasoning model. DeepSeek claim: DeepSeek-V3.1-Think achieves comparable answer quality to DeepSeek-R1-0528, while responding more quickly. Drew Breunig points out that their benchmarks…

  • The Register: AI giants call for energy grid kumbaya

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/08/22/microsoft_nvidia_openai_power_grid/ Source: The Register Title: AI giants call for energy grid kumbaya Feedly Summary: Microsoft, Nvidia, and OpenAI researchers warn of uneven power usage associated with AI training, and propose possible fixes Researchers at Microsoft, Nvidia, and OpenAI have issued a call to designers of software, hardware, infrastructure, and utilities for help finding…

  • Simon Willison’s Weblog: too many model context protocol servers and LLM allocations on the dance floor

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Aug/22/too-many-mcps/#atom-everything Source: Simon Willison’s Weblog Title: too many model context protocol servers and LLM allocations on the dance floor Feedly Summary: too many model context protocol servers and LLM allocations on the dance floor Useful reminder from Geoffrey Huntley of the infrequently discussed significant token cost of using MCP. Geoffrey estimate estimates that…

  • The Register: DeepSeek’s new V3.1 release points to potent new Chinese chips coming soon

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/08/22/deepseek_v31_chinese_chip_hints/ Source: The Register Title: DeepSeek’s new V3.1 release points to potent new Chinese chips coming soon Feedly Summary: Point release retuned with new FP8 datatype for better compatibility with homegrown silicon Chinese AI darling DeepSeek unveiled an update to its flagship large language model that the company claims is already optimized for…

  • The Register: Baidu robocabs break even in low-fare China, company expects to cash in elsewhere

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    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/08/21/baidu_q2_2025/ Source: The Register Title: Baidu robocabs break even in low-fare China, company expects to cash in elsewhere Feedly Summary: Web giant reworks AI infra to improve utilization, with mix of chips from home and away Chinese web giant Baidu is already breaking even with robotaxi operations in China and is confident they…

  • Cloud Blog: IP address management made easy: Announcing auto IPAM for GKE clusters

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gke-auto-ipam-simplifies-ip-address-management/ Source: Cloud Blog Title: IP address management made easy: Announcing auto IPAM for GKE clusters Feedly Summary: Managing IP addresses in Kubernetes can be a complex and daunting task — but a crucial one. In Google Kubernetes Engine (GKE), it’s important that you manage IP addresses effectively, given the resource-constrained IPv4 address…