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Tag: benchmarking

  • Hacker News: Llama.cpp AI Performance with the GeForce RTX 5090 Review

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    Kurt Seifried
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    Source URL: https://www.phoronix.com/review/nvidia-rtx5090-llama-cpp Source: Hacker News Title: Llama.cpp AI Performance with the GeForce RTX 5090 Review Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses initial performance benchmarks of NVIDIA’s GeForce RTX 5090 graphics card specifically in relation to AI performance using the Llama.cpp framework. This relevance to AI performance makes it…

  • Hacker News: Fire-Flyer File System from DeepSeek

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    Kurt Seifried
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    Source URL: https://github.com/deepseek-ai/3FS Source: Hacker News Title: Fire-Flyer File System from DeepSeek Feedly Summary: Comments AI Summary and Description: Yes Summary: The Fire-Flyer File System (3FS) is a distributed file system designed to optimize AI training and inference workloads by harnessing modern hardware capabilities. The text discusses its performance, a benchmarking approach using the GraySort…

  • Simon Willison’s Weblog: Aider Polyglot leaderboard results for Claude 3.7 Sonnet

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/25/aider-polyglot-leaderboard/ Source: Simon Willison’s Weblog Title: Aider Polyglot leaderboard results for Claude 3.7 Sonnet Feedly Summary: Aider Polyglot leaderboard results for Claude 3.7 Sonnet Paul Gauthier’s Aider Polyglot benchmark is one of my favourite independent benchmarks for LLMs, partly because it focuses on code and partly because Paul is very responsive at evaluating…

  • Hacker News: Show HN: Benchmarking VLMs vs. Traditional OCR

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    Kurt Seifried
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    Source URL: https://getomni.ai/ocr-benchmark Source: Hacker News Title: Show HN: Benchmarking VLMs vs. Traditional OCR Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the evaluation of Optical Character Recognition (OCR) accuracy between traditional OCR models and Vision Language Models (VLMs). It emphasizes the potential of VLMs, such as GPT-4o and Gemini 2.0,…

  • Hacker News: SWE-Bench tainted by answer leakage; real pass rates significantly lower

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2410.06992 Source: Hacker News Title: SWE-Bench tainted by answer leakage; real pass rates significantly lower Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “SWE-Bench+: Enhanced Coding Benchmark for LLMs” addresses significant data quality issues in the evaluation of Large Language Models (LLMs) for coding tasks. It presents empirical analysis revealing…

  • Hacker News: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps

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    Kurt Seifried
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    Source URL: https://news.ycombinator.com/item?id=43116633 Source: Hacker News Title: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces “Confident AI,” a cloud platform designed to enhance the evaluation of Large Language Models (LLMs) through its open-source package, DeepEval. This tool facilitates…

  • Simon Willison’s Weblog: Andrej Karpathy’s initial impressions of Grok 3

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/18/andrej-karpathy-grok-3/ Source: Simon Willison’s Weblog Title: Andrej Karpathy’s initial impressions of Grok 3 Feedly Summary: Andrej Karpathy’s initial impressions of Grok 3 Andrej has the most detailed analysis I’ve seen so far of xAI’s Grok 3 release from last night. He runs through a bunch of interesting test prompts, and concludes: As far…

  • Hacker News: Gemini beats everyone on new OCR benchmark

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.06445 Source: Hacker News Title: Gemini beats everyone on new OCR benchmark Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new open-source benchmark designed to evaluate Vision-Language Models (VLMs) on Optical Character Recognition (OCR) in dynamic video contexts. This is particularly relevant for AI, as it highlights advancements…