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Tag: context window

  • Hacker News: Show HN: Open-Source MCP Server for Context and AI Tools

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    Kurt Seifried
    in

    Source URL: https://news.ycombinator.com/item?id=43368327 Source: Hacker News Title: Show HN: Open-Source MCP Server for Context and AI Tools Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the capabilities of the JigsawStack MCP Server, an open-source tool that enhances the functionality of Large Language Models (LLMs) by allowing them to access external resources…

  • Simon Willison’s Weblog: Notes on Google’s Gemma 3

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Mar/12/gemma-3/ Source: Simon Willison’s Weblog Title: Notes on Google’s Gemma 3 Feedly Summary: Google’s Gemma team released an impressive new model today (under their not-open-source Gemma license). Gemma 3 comes in four sizes – 1B, 4B, 12B, and 27B – and while 1B is text-only the larger three models are all multi-modal for…

  • Simon Willison’s Weblog: Notes on Google’s Gemma 3

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    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Mar/12/notes-on-googles-gemma-3/ Source: Simon Willison’s Weblog Title: Notes on Google’s Gemma 3 Feedly Summary: Google’s Gemma team released an impressive new model today (under their not-open-source Gemma license). Gemma 3 comes in four sizes – 1B, 4B, 12B, and 27B – and while 1B is text-only the larger three models are all multi-modal for…

  • Hacker News: Gemma3 – The current strongest model that fits on a single GPU

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    by

    Kurt Seifried
    in

    Source URL: https://ollama.com/library/gemma3 Source: Hacker News Title: Gemma3 – The current strongest model that fits on a single GPU Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the features and capabilities of the Gemma 3 models developed by Google, which are built on Gemini technology and designed for multimodal tasks. Their…

  • Cloud Blog: How to deploy serverless AI with Gemma 3 on Cloud Run

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/serverless-ai-with-gemma-3-on-cloud-run/ Source: Cloud Blog Title: How to deploy serverless AI with Gemma 3 on Cloud Run Feedly Summary: Today, we introduced Gemma 3, a family of lightweight, open models built with the cutting-edge technology behind Gemini 2.0. The Gemma 3 family of models have been designed for speed and portability, empowering developers to…

  • Hacker News: Some Thoughts on Autoregressive Models

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    Kurt Seifried
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    Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…

  • Simon Willison’s Weblog: Hallucinations in code are the least dangerous form of LLM mistakes

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    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Mar/2/hallucinations-in-code/#atom-everything Source: Simon Willison’s Weblog Title: Hallucinations in code are the least dangerous form of LLM mistakes Feedly Summary: A surprisingly common complaint I see from developers who have tried using LLMs for code is that they encountered a hallucination – usually the LLM inventing a method or even a full software library…

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

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    by

    Kurt Seifried
    in

    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…

  • Hacker News: Google gifts a Free AI Coding Assistant to the developer community

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    by

    Kurt Seifried
    in

    Source URL: https://techcrunch.com/2025/02/25/google-launches-a-free-ai-coding-assistant-with-very-high-usage-caps/ Source: Hacker News Title: Google gifts a Free AI Coding Assistant to the developer community Feedly Summary: Comments AI Summary and Description: Yes Summary: Google has launched Gemini Code Assist, a new AI code assistance tool aimed at individual developers and integrated with GitHub. With advanced capabilities that outperform current alternatives, this…