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Tag: resource-constrained environments

  • Simon Willison’s Weblog: Qwen3-4B Instruct and Thinking

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Aug/6/qwen3-4b-instruct-and-thinking/ Source: Simon Willison’s Weblog Title: Qwen3-4B Instruct and Thinking Feedly Summary: Qwen3-4B Instruct and Thinking Yet another interesting model from Qwen—these are tiny compared to their other recent releases (just 4B parameters, 7.5GB on Hugging Face and even smaller when quantized) but with a 262,144 context length, which Qwen suggest is essential…

  • Simon Willison’s Weblog: Introducing Gemma 3n: The developer guide

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jun/26/gemma-3n/ Source: Simon Willison’s Weblog Title: Introducing Gemma 3n: The developer guide Feedly Summary: Introducing Gemma 3n: The developer guide Extremely consequential new open weights model release from Google today: Multimodal by design: Gemma 3n natively supports image, audio, video, and text inputs and text outputs. Optimized for on-device: Engineered with a focus…

  • Cloud Blog: Cloud CISO Perspectives: How governments can use AI to improve threat detection and reduce cost

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-how-governments-can-use-AI-improve-threat-detection-reduce-cost/ Source: Cloud Blog Title: Cloud CISO Perspectives: How governments can use AI to improve threat detection and reduce cost Feedly Summary: Welcome to the second Cloud CISO Perspectives for May 2025. Today, Enrique Alvarez, public sector advisor, Office of the CISO, explores how government agencies can use AI to improve threat detection…

  • Slashdot: Microsoft Researchers Develop Hyper-Efficient AI Model That Can Run On CPUs

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/04/17/2224205/microsoft-researchers-develop-hyper-efficient-ai-model-that-can-run-on-cpus?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Microsoft Researchers Develop Hyper-Efficient AI Model That Can Run On CPUs Feedly Summary: AI Summary and Description: Yes Summary: Microsoft has launched BitNet b1.58 2B4T, a highly efficient 1-bit AI model featuring 2 billion parameters, optimized for CPU use and accessible under an MIT license. It surpasses competitors in…

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

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    Kurt Seifried
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    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…

  • Hacker News: A Practical Guide to Running Local LLMs

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    Kurt Seifried
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    Source URL: https://spin.atomicobject.com/running-local-llms/ Source: Hacker News Title: A Practical Guide to Running Local LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the intricacies of running local large language models (LLMs), emphasizing their applications in privacy-critical situations and the potential benefits of various tools like Ollama and Llama.cpp. It provides insights…

  • Hacker News: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.05171 Source: Hacker News Title: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel language model architecture that enhances test-time computation through latent reasoning, presenting a new methodology that contrasts with traditional reasoning models. It emphasizes the…

  • Cloud Blog: Migrate Oracle-based applications to Google Cloud and simplify operations

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/databases/tips-for-migrating-oracle-based-applications-to-google-cloud/ Source: Cloud Blog Title: Migrate Oracle-based applications to Google Cloud and simplify operations Feedly Summary: Last year, Google Cloud and Oracle forged a strategic partnership to accelerate cloud transformation for businesses, allowing them to integrate Oracle’s robust database capabilities within Google Cloud’s environment. This partnership applies to Oracle databases, as well as…

  • Google Online Security Blog: OSV-SCALIBR: A library for Software Composition Analysis

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    Kurt Seifried
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    Source URL: https://security.googleblog.com/2025/01/osv-scalibr-library-for-software.html Source: Google Online Security Blog Title: OSV-SCALIBR: A library for Software Composition Analysis Feedly Summary: AI Summary and Description: Yes Summary: The article discusses the launch of OSV-SCALIBR, an extensible library for software composition analysis (SCA) and file system scanning. It highlights its capabilities, including vulnerability scanning and Software Bill of Materials…