Tag: Costs
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The Register: The troublesome economics of CPU-only AI
Source URL: https://www.theregister.com/2024/10/29/cpu_gen_ai_gpu/ Source: The Register Title: The troublesome economics of CPU-only AI Feedly Summary: At the end of the day, it all boils down to tokens per dollar Analysis Today, most GenAI models are trained and run on GPUs or some other specialized accelerator, but that doesn’t mean they have to be. In fact,…
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Cloud Blog: Unity Ads uses Memorystore to power up to 10 million operations per second
Source URL: https://cloud.google.com/blog/products/databases/unity-ads-powers-up-to-10m-operations-per-second-with-memorystore/ Source: Cloud Blog Title: Unity Ads uses Memorystore to power up to 10 million operations per second Feedly Summary: Editor’s note: Unity Ads, a mobile advertising platform, previously relying on its own self-managed Redis infrastructure, was searching for a solution that scales better for various use cases and reduces maintenance overhead. Unity…
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Hacker News: ModelKit: Transforming AI/ML artifact sharing and management across lifecycles
Source URL: https://kitops.ml/docs/modelkit/intro.html Source: Hacker News Title: ModelKit: Transforming AI/ML artifact sharing and management across lifecycles Feedly Summary: Comments AI Summary and Description: Yes Summary: ModelKit offers a transformative approach to managing AI/ML artifacts by encapsulating datasets, code, and models in an OCI-compliant format. This standardization promotes efficient sharing, collaboration, and resource optimization, making it…
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Hacker News: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
Source URL: https://arxiv.org/abs/2410.09918 Source: Hacker News Title: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new model called Dualformer, which effectively integrates fast and slow cognitive reasoning processes to enhance the performance and efficiency of large language models (LLMs).…
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Hacker News: Geico repatriates work from the cloud, continues ambitious infra overhaul
Source URL: https://www.thestack.technology/warren-buffetts-geico-repatriates-work-from-the-cloud-continues-ambitious-infrastructure-overhaul/ Source: Hacker News Title: Geico repatriates work from the cloud, continues ambitious infra overhaul Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses GEICO’s decision to repatriate workloads from the cloud after experiencing increased costs and decreased reliability. The article highlights the challenges faced during their initial cloud migration…