Experimental News Clipping Site

Tag: testing methodology

  • Simon Willison’s Weblog: Anomalous Tokens in DeepSeek-V3 and r1

    —

    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Jan/26/anomalous-tokens-in-deepseek-v3-and-r1/#atom-everything Source: Simon Willison’s Weblog Title: Anomalous Tokens in DeepSeek-V3 and r1 Feedly Summary: Anomalous Tokens in DeepSeek-V3 and r1 Glitch tokens (previously) are tokens or strings that trigger strange behavior in LLMs, hinting at oddities in their tokenizers or model weights. Here’s a fun exploration of them across DeepSeek v3 and R1.…

  • Hacker News: Skyvern Browser Agent 2.0: How We Reached State of the Art in Evals

    —

    by

    Kurt Seifried
    in

    Source URL: https://blog.skyvern.com/skyvern-2-0-state-of-the-art-web-navigation-with-85-8-on-webvoyager-eval/ Source: Hacker News Title: Skyvern Browser Agent 2.0: How We Reached State of the Art in Evals Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of Skyvern 2.0, an advanced autonomous web agent that achieves a benchmark score of 85.85% on the WebVoyager Eval. It details…

  • Hacker News: Exploring inference memory saturation effect: H100 vs. MI300x

    —

    by

    system automation
    in

    Source URL: https://dstack.ai/blog/h100-mi300x-inference-benchmark/ Source: Hacker News Title: Exploring inference memory saturation effect: H100 vs. MI300x Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed benchmarking analysis comparing NVIDIA’s H100 GPU and AMD’s MI300x, with a focus on their memory capabilities and implications for LLM (Large Language Model) inference performance. It…

  • Hacker News: Something weird is happening with LLMs and Chess

    —

    by

    system automation
    in

    Source URL: https://dynomight.net/chess/ Source: Hacker News Title: Something weird is happening with LLMs and Chess Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses an exploration of how various large language models (LLMs) perform at playing chess, ultimately revealing significant differences in performance across models. Despite enthusiasm about LLMs’ capabilities, the results…

  • Hacker News: Rustls Outperforms OpenSSL and BoringSSL

    —

    by

    system automation
    in

    Source URL: https://www.memorysafety.org/blog/rustls-performance-outperforms/ Source: Hacker News Title: Rustls Outperforms OpenSSL and BoringSSL Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in the Rustls TLS library, focusing on its performance and memory safety features, which are critical for secure communication in applications. Rustls aims to overcome the vulnerabilities associated with…