Tag: quantization
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The Register: Tinker with LLMs in the privacy of your own home using Llama.cpp
Source URL: https://www.theregister.com/2025/08/24/llama_cpp_hands_on/ Source: The Register Title: Tinker with LLMs in the privacy of your own home using Llama.cpp Feedly Summary: Everything you need to know to build, run, serve, optimize and quantize models on your PC Hands on Training large language models (LLMs) may require millions or even billion of dollars of infrastructure, but…
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Cloud Blog: How much energy does Google’s AI use? We did the math
Source URL: https://cloud.google.com/blog/products/infrastructure/measuring-the-environmental-impact-of-ai-inference/ Source: Cloud Blog Title: How much energy does Google’s AI use? We did the math Feedly Summary: AI is unlocking scientific breakthroughs, improving healthcare and education, and could add trillions to the global economy. Understanding AI’s footprint is crucial, yet thorough data on the energy and environmental impact of AI inference —…
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Cloud Blog: Supercharge your AI: GKE inference reference architecture, your blueprint for production-ready inference
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/supercharge-your-ai-gke-inference-reference-architecture-your-blueprint-for-production-ready-inference/ Source: Cloud Blog Title: Supercharge your AI: GKE inference reference architecture, your blueprint for production-ready inference Feedly Summary: The age of AI is here, and organizations everywhere are racing to deploy powerful models to drive innovation, enhance products, and create entirely new user experiences. But moving from a trained model in a…
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The Cloudflare Blog: Partnering with OpenAI to bring their new open models onto Cloudflare Workers AI
Source URL: https://blog.cloudflare.com/openai-gpt-oss-on-workers-ai/ Source: The Cloudflare Blog Title: Partnering with OpenAI to bring their new open models onto Cloudflare Workers AI Feedly Summary: OpenAI’s newest open-source models are now available on Cloudflare Workers AI on Day 0, with support for Responses API, Code Interpreter and Web Search (coming soon). AI Summary and Description: Yes **Short…
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Simon Willison’s Weblog: Qwen3-4B Instruct and Thinking
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…