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Source channel @githubtrending · Post #15141 · Sep 13

#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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Crypto M - Crypto News

@CryptoM · Post #64798 · 04/10/2026, 12:31 AM

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🚀 Asian Development Bank Forecasts Economic Slowdown Amid Middle East Tensions The Asian Development Bank (ADB) released its "2026 Asian Development Outlook" report on April 10, highlighting increased geopolitical risks due to conflicts in the Middle East. According to Jin10, the report indicates that developing economies in the Asia-Pacific region are facing growing economic downturn risks. The ADB forecasts that if the Middle East situation stabilizes early, the economic growth rate for these economies will slow from 5.4% in 2025 to 5.1% in both 2026 and 2027. Inflation is expected to rise from 3.0% in 2025 to 3.6% in 2026 and 3.4% in 2027. However, if the turmoil in the Middle East persists until the third quarter of this year, the economic growth rate for the Asia-Pacific developing economies could slow further to 4.7% in 2026 and 4.8% in 2027, with inflation rising to 5.6% in 2026. #AsianDevelopmentBank#EconomicSlowdown#MiddleEastTensions#GeopoliticalRisks#AsiaPacific#EconomicForecast#Inflation#2026Outlook#DevelopingEconomies

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International Relations & Security Analysis.

@upscir · Post #3486 · 06/17/2024, 04:40 AM

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Trade liberalization can boost economic growth but its impact on income inequality is controversial. It can create new opportunities but also displace low-skilled workers, widening the gap between rich and poor. Developing economies should implement policies to counterbalance the negative effects.#InternationalRelations#EconomicGrowth#TradeLiberalization#IncomeInequality#PolicyAnalysis#DevelopingEconomies #europechinarelations #tradewar #diplomacy #internationalrelationsstudent #globaltrade #doordarshan #PoliticalDiscussion #geopolítics #diplomacy , #globalization , #sovereignty , #treaty , #sanctions , #christembassylcc6virtualchurch , #consulate , #foreignpolicy , #internationallaw , #unitednations , #NATO, #worldtradeorganization , #internationalsecurity , #humanrights , #peacekeeping , #conflictresolutionskills https://www.instagram.com/p/C8TbnlbJeyz/?igsh=bGMzZzB3bjNtejBo