Tag: optimization
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The Cloudflare Blog: A good day to trie-hard: saving compute 1% at a time
Source URL: https://blog.cloudflare.com/pingora-saving-compute-1-percent-at-a-time Source: The Cloudflare Blog Title: A good day to trie-hard: saving compute 1% at a time Feedly Summary: Pingora handles 35M+ requests per second, so saving a few microseconds per request can translate to thousands of dollars saved on computing costs. In this post, we share how we freed up over 500…
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Hacker News: Serving AI from the Basement – 192GB of VRAM Setup
Source URL: https://ahmadosman.com/blog/serving-ai-from-basement/ Source: Hacker News Title: Serving AI from the Basement – 192GB of VRAM Setup Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a personal project focused on building a powerful LLM server using high-end components, particularly tailored for running large language models. It highlights the technical specifications, challenges…
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The Register: Oak Ridge boffins enlist Quantum Brilliance to make supercomputers sparkle at room temp
Source URL: https://www.theregister.com/2024/09/06/ornl_quantum_brilliance/ Source: The Register Title: Oak Ridge boffins enlist Quantum Brilliance to make supercomputers sparkle at room temp Feedly Summary: Diamond-based accelerators could help smash science problems Oak Ridge National Laboratory (ORNL) is working with a company called Quantum Brilliance on the integration of quantum systems and high-performance computing (HPC) to tackle scientific…
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Hacker News: Exploring Impact of Code in Pre-Training
Source URL: https://arxiv.org/abs/2408.10914 Source: Hacker News Title: Exploring Impact of Code in Pre-Training Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the impact of including code in the pre-training datasets of large language models (LLMs). It explores how this practice significantly enhances performance in various tasks beyond just code generation, providing…