#memoryusage — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #memoryusage, aggregated by home.social.
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Lemmy Release v0.19.20 - Reduced Memory Usage
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Ars Technica: Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x. “Google Research recently revealed TurboQuant, a compression algorithm that reduces the memory footprint of large language models (LLMs) while also boosting speed and maintaining accuracy.”
https://rbfirehose.com/2026/03/26/ars-technica-googles-turboquant-ai-compression-algorithm-can-reduce-llm-memory-usage-by-6x/ -
Ars Technica: Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x. “Google Research recently revealed TurboQuant, a compression algorithm that reduces the memory footprint of large language models (LLMs) while also boosting speed and maintaining accuracy.”
https://rbfirehose.com/2026/03/26/ars-technica-googles-turboquant-ai-compression-algorithm-can-reduce-llm-memory-usage-by-6x/ -
#Huawei’s Computing Systems Lab introduced #SINQ, an #opensource #quantisationmethod for large language models (#LLMs). SINQ reduces #memoryusage by 60-70% without sacrificing output quality, enabling models to run on less powerful #hardware. The technique, available on GitHub and Hugging Face, uses #dualaxisscaling and #SinkhornKnopp-style #normalisation for improved performance. https://venturebeat.com/ai/huaweis-new-open-source-technique-shrinks-llms-to-make-them-run-on-less?eicker.news #tech #media #news
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#Huawei’s Computing Systems Lab introduced #SINQ, an #opensource #quantisationmethod for large language models (#LLMs). SINQ reduces #memoryusage by 60-70% without sacrificing output quality, enabling models to run on less powerful #hardware. The technique, available on GitHub and Hugging Face, uses #dualaxisscaling and #SinkhornKnopp-style #normalisation for improved performance. https://venturebeat.com/ai/huaweis-new-open-source-technique-shrinks-llms-to-make-them-run-on-less?eicker.news #tech #media #news
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Also, Apple apps are no better.
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Also, Apple apps are no better.
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Also, Gimp with all images closed.
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Also, Gimp with all images closed.
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Uh, Firefox.
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Uh, Firefox.
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The sad state of the web browsers is that I have open more than 200 tabs, but because I use "UnloadTabs" extensions, only a handful is actively loaded. If all those tabs would be activated all of my 8 GB RAM would disappera in 5 seconds, machine locked up and dead. And yes, while I don't need all of them, it's good to have them at my fingertips.
I think, I will look for an extension similar to what Edge have in "Collections", basically bookmarked tabs, but in a separate way with descriptions and shit. Pretty good idea, and I like how Edge devs made something that stands out from the usual browser stuff.
#web #browser #memoryusage