Tag: benchmarking
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Hacker News: The Impact of Element Ordering on LM Agent Performance
Source URL: https://arxiv.org/abs/2409.12089 Source: Hacker News Title: The Impact of Element Ordering on LM Agent Performance Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper discusses the significance of element ordering in enhancing the performance of language model agents navigating web and desktop environments. It reveals that randomizing element ordering drastically impairs performance,…
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The Cloudflare Blog: Instant Purge: invalidating cached content in under 150ms
Source URL: https://blog.cloudflare.com/instant-purge Source: The Cloudflare Blog Title: Instant Purge: invalidating cached content in under 150ms Feedly Summary: Today we’re excited to share that we’ve built the fastest cache purge in the industry. We now offer a global purge latency for purge by tags, hostnames, and prefixes of less than 150ms on average (P50), representing…
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Hacker News: Qwen2.5: A Party of Foundation Models
Source URL: http://qwenlm.github.io/blog/qwen2.5/ Source: Hacker News Title: Qwen2.5: A Party of Foundation Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details the launch of Qwen2.5, an advanced open-source language model family that includes specialized versions for coding and mathematics. Emphasizing extensive improvements in capabilities, benchmark comparisons, and open-source access, this release…
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Hacker News: 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: Hacker News Title: A good day to trie-hard: saving compute 1% at a time Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Cloudflare’s enhancements to their CDN performance by optimizing the `clear_internal_headers` function, which significantly reduces CPU utilization. The introduction of an open-source Rust crate, `trie-hard`, improves…
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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…