Experimental News Clipping Site

Tag: model design

  • Hacker News: Smaller but Better: Unifying Layout Generation with Smaller LLMs

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    Kurt Seifried
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    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…

  • Schneier on Security: “Emergent Misalignment” in LLMs

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    Kurt Seifried
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    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…

  • Hacker News: Implementing LLaMA3 in 100 Lines of Pure Jax

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    Kurt Seifried
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    Source URL: https://saurabhalone.com/blogs/llama3/web Source: Hacker News Title: Implementing LLaMA3 in 100 Lines of Pure Jax Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive tutorial on implementing the LLaMA 3 language model using JAX, emphasizing its functional programming nature and its suitability for educational purposes. This tutorial is particularly relevant…

  • Hacker News: Mistral Saba

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    Kurt Seifried
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    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…

  • The Register: You begged Microsoft to be reasonable. Instead it made Copilot reasoning-able with OpenAI GPT-o1 ‘for free’

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    Kurt Seifried
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    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:…

  • Hacker News: Machine Learning in Production (CMU Course)

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    Kurt Seifried
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    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…

  • Simon Willison’s Weblog: Quoting Paul Gauthier

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    Kurt Seifried
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    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…

  • The Register: Foundation model for tabular data slashes training from hours to seconds

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/15/foundation_model_tabular_data/ Source: The Register Title: Foundation model for tabular data slashes training from hours to seconds Feedly Summary: Good ol’ spreadsheet data could benefit from ‘revolutionary’ approach to ML inferences Move over ChatGPT and DALL-E: Spreadsheet data is getting its own foundation machine learning model, allowing users to immediately make inferences about new…

  • The Register: Schneider Electric warns of future where datacenters eat the grid

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    system automation
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    Source URL: https://www.theregister.com/2025/01/02/schneider_datacenter_consumption/ Source: The Register Title: Schneider Electric warns of future where datacenters eat the grid Feedly Summary: Report charts four scenarios from ‘Sustainable AI’ to ‘Who Turned Out The Lights?’ Policymakers need to carefully guide the future consumption of electricity by AI datacenters, according to a report that considers four potential scenarios and…

  • Hacker News: RWKV Language Model

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    system automation
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    Source URL: https://www.rwkv.com/ Source: Hacker News Title: RWKV Language Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The RWKV (RNN with LLM capabilities) presents a significant innovation in language model design by combining the advantages of recurrent neural networks (RNNs) and transformers. Its unique features, including linear time processing and lack of attention…