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Tag: benchmarks

  • Cloud Blog: An efficient path to production AI: Kakao’s journey with JAX and Cloud TPUs

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/infrastructure-modernization/kakaos-journey-with-jax-and-cloud-tpus/ Source: Cloud Blog Title: An efficient path to production AI: Kakao’s journey with JAX and Cloud TPUs Feedly Summary: When your messaging platform serves 49 million people – 93% of South Korea’s population – every technical decision carries enormous weight. The engineering team at Kakao faced exactly this challenge when their existing…

  • Simon Willison’s Weblog: Open weight LLMs exhibit inconsistent performance across providers

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Aug/15/inconsistent-performance/ Source: Simon Willison’s Weblog Title: Open weight LLMs exhibit inconsistent performance across providers Feedly Summary: Artificial Analysis published a new benchmark the other day, this time focusing on how an individual model – OpenAI’s gpt-oss-120b – performs across different hosted providers. The results showed some surprising differences. Here’s the one with the…

  • The Register: Dodgy Huawei chips nearly sunk DeepSeek’s next-gen R2 model

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    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/08/14/dodgy_huawei_deepseek/ Source: The Register Title: Dodgy Huawei chips nearly sunk DeepSeek’s next-gen R2 model Feedly Summary: Chinese AI model dev still plans to use homegrown silicon for inferencing Unhelpful Huawei AI chips are reportedly why Chinese model dev DeepSeek’s next-gen LLMs are taking so long.… AI Summary and Description: Yes Summary: The text…

  • Cloud Blog: Designing a multi-tenant GKE platform for Yahoo Mail’s migration journey

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/understanding-yahoo-mails-multi-tenant-gke-platform-design/ Source: Cloud Blog Title: Designing a multi-tenant GKE platform for Yahoo Mail’s migration journey Feedly Summary: Yahoo is in the midst of a multi-year journey to migrate its renowned Yahoo Mail application onto Google Cloud. With more than 100 services and middleware components in the application, Yahoo Mail is primarily taking a…

  • Cloud Blog: Start and scale your apps faster with improved container image streaming in GKE

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improving-gke-container-image-streaming-for-faster-app-startup/ Source: Cloud Blog Title: Start and scale your apps faster with improved container image streaming in GKE Feedly Summary: In today’s fast-paced cloud-native world, the speed at which your applications can start and scale is paramount. Faster pod startup times mean quicker responses to user demand, more efficient resource utilization, and a…

  • Cloud Blog: Run OpenAI’s new gpt-oss model at scale with Google Kubernetes Engine

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/run-openais-new-gpt-oss-model-at-scale-with-gke/ Source: Cloud Blog Title: Run OpenAI’s new gpt-oss model at scale with Google Kubernetes Engine Feedly Summary: It’s exciting to see OpenAI contribute to the open ecosystem with the release of their new open weights model, gpt-oss. In keeping with our commitment to provide the best platform for open AI innovation, we’re…

  • Cloud Blog: Taming the stragglers: Maximize AI training performance with automated straggler detection

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/stragglers-in-ai-a-guide-to-automated-straggler-detection/ Source: Cloud Blog Title: Taming the stragglers: Maximize AI training performance with automated straggler detection Feedly Summary: Stragglers are an industry-wide issue for developers working with large-scale machine learning workloads. The larger and more powerful these systems become, the more their performance is hostage to the subtle misbehavior of a single component.…

  • The Cloudflare Blog: Redesigning Workers KV for increased availability and faster performance

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    Kurt Seifried
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    Source URL: https://blog.cloudflare.com/rearchitecting-workers-kv-for-redundancy/ Source: The Cloudflare Blog Title: Redesigning Workers KV for increased availability and faster performance Feedly Summary: Workers KV is Cloudflare’s global key-value store. After the incident on June 12, we re-architected KV’s redundant storage backend, remove single points of failure, and make substantial improvements. AI Summary and Description: Yes Summary: The text…