Tag: model design
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Hacker News: Gemma3 – The current strongest model that fits on a single GPU
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…
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Hacker News: Smaller but Better: Unifying Layout Generation with Smaller LLMs
Source URL: https://arxiv.org/abs/2502.14005 Source: Hacker News Title: Smaller but Better: Unifying Layout Generation with Smaller LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents LGGPT, a large language model designed for unified layout generation, emphasizing its efficiency and performance even with a smaller size compared to larger models. It introduces novel…
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Schneier on Security: “Emergent Misalignment” in LLMs
Source URL: https://www.schneier.com/blog/archives/2025/02/emergent-misalignment-in-llms.html Source: Schneier on Security Title: “Emergent Misalignment” in LLMs Feedly Summary: Interesting research: “Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs“: Abstract: We present a surprising result regarding LLMs and alignment. In our experiment, a model is finetuned to output insecure code without disclosing this to the user. The resulting model…
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Hacker News: Mistral Saba
Source URL: https://mistral.ai/en/news/mistral-saba Source: Hacker News Title: Mistral Saba Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of Mistral Saba, a specialized regional language model designed to enhance AI fluency across culturally and linguistically diverse regions, specifically in the Middle East and South Asia. It emphasizes the model’s capabilities…
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The Register: You begged Microsoft to be reasonable. Instead it made Copilot reasoning-able with OpenAI GPT-o1 ‘for free’
Source URL: https://www.theregister.com/2025/01/31/microsoft_open_ai_reasoning_copilot/ Source: The Register Title: You begged Microsoft to be reasonable. Instead it made Copilot reasoning-able with OpenAI GPT-o1 ‘for free’ Feedly Summary: ‘Magical’ upgrade coincidentally follows M365 price hike Microsoft has made Think Deeper, OpenAI’s GPT-o1 reasoning model, “free and available for all users of Copilot."… AI Summary and Description: Yes Summary:…
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Hacker News: Machine Learning in Production (CMU Course)
Source URL: https://mlip-cmu.github.io/s2025/ Source: Hacker News Title: Machine Learning in Production (CMU Course) Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines a comprehensive Machine Learning in Production course offered at CMU for Spring 2025, emphasizing the development, deployment, and maintenance of ML systems while ensuring responsible AI practices. It integrates…
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Simon Willison’s Weblog: Quoting Paul Gauthier
Source URL: https://simonwillison.net/2025/Jan/26/paul-gauthier/ Source: Simon Willison’s Weblog Title: Quoting Paul Gauthier Feedly Summary: In my experience with AI coding, very large context windows aren’t useful in practice. Every model seems to get confused when you feed them more than ~25-30k tokens. The models stop obeying their system prompts, can’t correctly find/transcribe pieces of code in…