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Source channel @githubtrending · Post #15141 · Sep 13

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#python#large_language_models#machine_learning_systems#natural_language_processing Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable. https://github.com/fla-org/flash-linear-attention

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Interesting Planet 🌍

@interesting_planet_facts · Post #1345 · 03/18/2026, 10:11 PM

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🌎 Tree rings, known as dendrochronology records, capture annual changes in climate and events like droughts or wildfires. The oldest living tree, a bristlecone pine in California, has over 4,800 growth rings. ✨ #trees⚡#climate⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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Interesting Planet 🌍

@interesting_planet_facts · Post #625 · 08/25/2025, 03:22 AM

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🌎 Ancient tree rings hold Earth’s history! Each ring marks a year of growth, capturing clues about past climates, droughts, and even volcanic eruptions. Dendrochronology, the science of studying tree rings, helps scientists date events and understand how our planet’s environment has changed over centuries. ✨ #trees⚡#climate⚡#geology 👉subscribe Interesting Planet ​

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FG - Freie Gedanken 🦁

@FGNews07 · Post #81739 · 04/01/2026, 03:17 PM

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Wissenschaftler aus Belgrad haben mitten in einer der am stärksten verschmutzten Städte Europas einen 600-Liter-Tank mit Mikroalgen errichtet, der CO₂ absorbiert und Sauerstoff abgibt. Er wird mit Solarenergie betrieben, erfordert nur minimalen Wartungsaufwand und kann dort aufgestellt werden, wo Bäume keinen Platz finden. Das System namens Liquid3 erreicht die gleiche Leistung wie ein ausgewachsener Baum und könnte die Art und Weise neu definieren, wie Städte gegen Luftverschmutzung vorgehen. #Businessbulls#Trees t.me/FGNews07

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