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Tag: benchmark

  • Hacker News: Mistral OCR

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    Kurt Seifried
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    Source URL: https://mistral.ai/fr/news/mistral-ocr Source: Hacker News Title: Mistral OCR Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Mistral OCR, an advanced Optical Character Recognition API designed for comprehensive document understanding, emphasizing its competitive advantages in terms of speed, multilingual capabilities, and security in sensitive use cases. This innovation is relevant for…

  • Hacker News: SepLLM: Accelerate LLMs by Compressing One Segment into One Separator

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    Kurt Seifried
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    Source URL: https://sepllm.github.io/ Source: Hacker News Title: SepLLM: Accelerate LLMs by Compressing One Segment into One Separator Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel framework called SepLLM designed to enhance the performance of Large Language Models (LLMs) by improving inference speed and computational efficiency. It identifies an innovative…

  • Hacker News: ARC-AGI without pretraining

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    Kurt Seifried
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    Source URL: https://iliao2345.github.io/blog_posts/arc_agi_without_pretraining/arc_agi_without_pretraining.html Source: Hacker News Title: ARC-AGI without pretraining Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents “CompressARC,” a novel method demonstrating that lossless information compression can generate intelligent behavior in artificial intelligence (AI) systems, notably in solving ARC-AGI puzzles without extensive pretraining or large datasets. This approach challenges conventional…

  • Hacker News: SOTA Code Retrieval with Efficient Code Embedding Models

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    Kurt Seifried
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    Source URL: https://www.qodo.ai/blog/qodo-embed-1-code-embedding-code-retreival/ Source: Hacker News Title: SOTA Code Retrieval with Efficient Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Qodo-Embed-1, a new family of code embedding models that outperforms larger models in code retrieval tasks while maintaining a smaller footprint. It emphasizes the challenges existing models face…

  • Hacker News: 3x Improvement with Infinite Retrieval: Attention Enhanced LLMs in Long-Context

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.12962 Source: Hacker News Title: 3x Improvement with Infinite Retrieval: Attention Enhanced LLMs in Long-Context Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach called InfiniRetri, which enhances long-context processing capabilities of Large Language Models (LLMs) by utilizing their own attention mechanisms for improved retrieval accuracy. This…

  • Slashdot: DeepMind CEO Says AGI Definition Has Been ‘Watered Down’

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/02/28/1739242/deepmind-ceo-says-agi-definition-has-been-watered-down?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepMind CEO Says AGI Definition Has Been ‘Watered Down’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the differing perspectives on the definition of artificial general intelligence (AGI) as articulated by prominent figures in the AI community. Demis Hassabis of Google DeepMind expresses concern that the…

  • Cloud Blog: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/evaluate-ai-models-with-vertex-ai–llm-comparator/ Source: Cloud Blog Title: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator Feedly Summary: It’s a persistent question: How do you know which generative AI model is the best choice for your needs? It all comes down to smart evaluation. In this post, we’ll share how to perform…

  • 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: Introducing GPT-4.5

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/27/introducing-gpt-45/#atom-everything Source: Simon Willison’s Weblog Title: Introducing GPT-4.5 Feedly Summary: Introducing GPT-4.5 GPT-4.5 is out today as a “research preview" – it’s available to OpenAI Pro ($200/month) customers but also to developers with an API key. OpenAI also published a GPT-4.5 system card. I’ve started work adding it to LLM but I don’t…