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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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IT Masters

@ITmastersuz · Post #12322 · 08/13/2025, 10:50 AM

Duolingo uchun raqobatchi chiqdi — yangi til o‘rgatuvchi LangAI, u samarali ravishda tillarni o‘rgatadi. Bu feyk emas, balki o‘zining puxta o‘ylangan o‘quv dasturiga ega to‘liq raqobatchi. ⚡️ Birinchi — istalgan tildagi eng kerakli 1000 ta so‘z. ⚡️ Keyin esa — faqat jonli amaliyot bo'ladi. ⚡️ Suhbat mashqlari: matn yoki ovoz orqali javob berish mumkin. ⚡️ O‘zingizga mos darajani tanlaysiz. ⚡️ Har bir xatoni tahlil qilib, tushuntirib berishadi. ⚡️Google Play | App Store 👍Bizning barcha loyihalar | #learning

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Elf Crypto VIP

@elfcryptovip · Post #12109 · 10/09/2025, 09:31 AM

TradingView keyboard shortcuts #Learning https://www.tradingview.com/charting-library-docs/latest/getting_started/Shortcuts/

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Elf Crypto VIP

@elfcryptovip · Post #11965 · 09/18/2025, 10:05 AM

Liquidity Sweep combined with Divergence can be very powerful in predicting a potential reversal 🔄 #Learning

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