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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_facts · Post #1294 · 02/15/2026, 12:11 PM

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🌎 On August 24, 79 CE, Mount Vesuvius erupted violently, burying the Roman cities of Pompeii and Herculaneum in volcanic ash. This sudden eruption killed thousands and preserved entire towns under meters of ash, offering archaeologists rare insight into daily Roman life. ✨ #volcano⚡#archaeology⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #1079 · 11/27/2025, 10:11 PM

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🌎 In 1816, a year after the Tambora volcano erupted in Indonesia, much of the world experienced a “Year Without a Summer.” Temperatures dropped globally, causing widespread crop failures and food shortages. Snow fell in June in parts of North America and Europe, and some regions lost up to 75% of their harvests. ✨ #volcano⚡#climate⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #1333 · 03/08/2026, 12:11 PM

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🌎 A massive volcanic eruption at Lake Toba in Indonesia about 74,000 years ago was one of Earth’s largest known explosions. The eruption released so much ash that it may have triggered a global volcanic winter, cooling the planet and affecting early human populations. Its crater now forms Lake Toba, the world’s largest volcanic lake at about 100 kilometers long. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #803 · 09/23/2025, 06:11 PM

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🌎 The 1902 eruption of Mount Pelée on Martinique destroyed the city of Saint-Pierre within minutes, killing over 28,000 people. It is the deadliest volcanic disaster of the 20th century. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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@interesting_planet_facts · Post #770 · 09/17/2025, 08:22 PM

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🌎 The Toba supereruption in Indonesia about 74,000 years ago was one of the largest volcanic events in the last 2 million years. It ejected 2,800 cubic kilometers of material, triggered a global volcanic winter, and may have caused a dramatic human population decline, as shown by genetic studies indicating a bottleneck in human evolution. ✨ #volcano⚡#history⚡#catastrophe 👉subscribe Interesting Planet ​

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@interesting_planet_facts · Post #736 · 09/12/2025, 06:22 PM

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🌎 The 1883 eruption of Krakatoa was one of the most violent volcanic events in recorded history. It unleashed explosive blasts heard 3,000 kilometers away, generated giant tsunamis, and ejected ash high into the atmosphere—causing global temperatures to drop and vivid sunsets worldwide for years after. ✨ #volcano⚡#catastrophe⚡#history 👉subscribe Interesting Planet ​

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