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Tag: model design

  • 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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    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…

  • Hacker News: RT-2: Vision-Language-Action Models

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    system automation
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    Source URL: https://robotics-transformer2.github.io/ Source: Hacker News Title: RT-2: Vision-Language-Action Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evaluation and capabilities of the RT-2 model, which exhibits advanced emergent properties in terms of symbol understanding, reasoning, and object recognition. It compares RT-2, trained on various architectures, to its predecessor and…

  • Simon Willison’s Weblog: Gemini 2.0 Flash "Thinking mode"

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    system automation
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    Source URL: https://simonwillison.net/2024/Dec/19/gemini-thinking-mode/#atom-everything Source: Simon Willison’s Weblog Title: Gemini 2.0 Flash "Thinking mode" Feedly Summary: Those new model releases just keep on flowing. Today it’s Google’s snappily named gemini-2.0-flash-thinking-exp, their first entrant into the o1-style inference scaling class of models. I posted about a great essay about the significance of these just this morning. From…

  • Hacker News: Lightweight Safety Classification Using Pruned Language Models

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    Source URL: https://arxiv.org/abs/2412.13435 Source: Hacker News Title: Lightweight Safety Classification Using Pruned Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents an innovative technique called Layer Enhanced Classification (LEC) for enhancing content safety and prompt injection classification in Large Language Models (LLMs). It highlights the effectiveness of using smaller, pruned…

  • The Register: Google Gemini 2.0 Flash comes out with real-time conversation, image analysis

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    Source URL: https://www.theregister.com/2024/12/11/google_gemini_20_flash_shines/ Source: The Register Title: Google Gemini 2.0 Flash comes out with real-time conversation, image analysis Feedly Summary: Chocolate Factory’s latest multimodal model aims to power more trusted AI agents Google on Wednesday released Gemini 2.0 Flash, the latest addition to its AI model lineup, in the hope that developers will create agentic…

  • Hacker News: What happens if we remove 50 percent of Llama?

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    Source URL: https://neuralmagic.com/blog/24-sparse-llama-smaller-models-for-efficient-gpu-inference/ Source: Hacker News Title: What happens if we remove 50 percent of Llama? Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document introduces Sparse Llama 3.1, a foundational model designed to improve efficiency in large language models (LLMs) through innovative sparsity and quantization techniques. The model offers significant benefits in…

  • Hacker News: Nvidia Fugatto: "World’s Most Flexible Sound Machine"

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    Source URL: https://blogs.nvidia.com/blog/fugatto-gen-ai-sound-model/ Source: Hacker News Title: Nvidia Fugatto: "World’s Most Flexible Sound Machine" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the development of Fugatto, a foundational generative AI model that allows users to generate and manipulate sound through text commands and audio inputs, showcasing innovative features in audio synthesis…

  • Hacker News: AI’s Slowdown Is Everyone Else’s Opportunity

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    Source URL: https://www.bloomberg.com/opinion/articles/2024-11-20/ai-slowdown-is-everyone-else-s-opportunity Source: Hacker News Title: AI’s Slowdown Is Everyone Else’s Opportunity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a critical perspective on the contemporary challenges facing artificial intelligence, particularly generative models. It highlights a shift in expectations regarding the improvement of AI capabilities in relation to data and…