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Tag: inference costs

  • Cloud Blog: New GKE inference capabilities reduce costs, tail latency and increase throughput

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/understanding-new-gke-inference-capabilities/ Source: Cloud Blog Title: New GKE inference capabilities reduce costs, tail latency and increase throughput Feedly Summary: When it comes to AI, inference is where today’s generative AI models can solve real-world business problems. Google Kubernetes Engine (GKE) is seeing increasing adoption of gen AI inference. For example, customers like HubX run…

  • Hacker News: Tao: Using test-time compute to train efficient LLMs without labeled data

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    Kurt Seifried
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    Source URL: https://www.databricks.com/blog/tao-using-test-time-compute-train-efficient-llms-without-labeled-data Source: Hacker News Title: Tao: Using test-time compute to train efficient LLMs without labeled data Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a new model tuning method for large language models (LLMs) called Test-time Adaptive Optimization (TAO) that enhances model quality without requiring large amounts of labeled…

  • Slashdot: DeepSeek Outstrips Meta and Mistral To Lead Open-Source AI Race

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    Kurt Seifried
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    Source URL: https://tech.slashdot.org/story/25/01/31/1354218/deepseek-outstrips-meta-and-mistral-to-lead-open-source-ai-race?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek Outstrips Meta and Mistral To Lead Open-Source AI Race Feedly Summary: AI Summary and Description: Yes Summary: DeepSeek has established itself as a dominant player in the open-source AI model arena by launching its V3 model, which boasts significant cost efficiency improvements. This advancement in Multi-head Latent Attention…

  • Simon Willison’s Weblog: Meta AI release Llama 3.3

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    system automation
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    Source URL: https://simonwillison.net/2024/Dec/6/llama-33/#atom-everything Source: Simon Willison’s Weblog Title: Meta AI release Llama 3.3 Feedly Summary: Meta AI release Llama 3.3 This new Llama-3.3-70B-Instruct model from Meta AI makes some bold claims: This model delivers similar performance to Llama 3.1 405B with cost effective inference that’s feasible to run locally on common developer workstations. I have…

  • Wired: How Do You Get to Artificial General Intelligence? Think Lighter

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    system automation
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    Source URL: https://www.wired.com/story/how-do-you-get-to-artificial-general-intelligence-think-lighter/ Source: Wired Title: How Do You Get to Artificial General Intelligence? Think Lighter Feedly Summary: Billions of dollars in hardware and exorbitant use costs are squashing AI innovation. LLMs need to get leaner and cheaper if progress is to be made. AI Summary and Description: Yes Summary: The text discusses the anticipated…