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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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以太坊区块链新闻| ETH 以太币圈热瓜

@ethereumglobalnews · Post #1570 · 12/16/2025, 02:32 AM

📊 CAPITAL FLOWS | BLOCKCHAIN NETWORKS • Ethereum:+$12.8 億(明顯反轉此前 -$92.5 億流出) • Arbitrum:+$5.02 億 • BNB Chain:+$4.42 億 • Sui:+$2.01 億 • Avalanche:+$1.76 億 • Polygon:+$1.22 億 • Optimism / Sonic / Starknet / XDC 亦維持正流入 #以太坊#区块链#虚拟货币 #OnChain#Layer2#Markets ——— Ethereum leads all chains in 30-day capital inflows,recording +$1.28B, a sharp reversal from the prior period. #Ethereum#CapitalFlow 👇Tip👇讚 或點擊進行💎資源搜索👇

Venture Village Wall 🦄

@venturevillagewall · Post #3795 · 01/05/2025, 10:00 AM

Gold and Bitcoin Gain Structural Significance JPMorgan analysts predict lasting inflation hedging strategies as gold and Bitcoin solidify their roles in investor portfolios. They deem 2024 pivotal for the crypto market with a projected influx of $78 billion. Notably, the share of gold investments among private investors is also on the rise. Read more: ForkLog #JPMorgan#Bitcoin#Gold#Crypto#Investing#Inflation#MarketTrends#Finance#WealthManagement#InvestmentStrategies #2024 #CapitalFlow#DigitalAssets#PortfolioManagement#Cryptocurrency#Hedging#FinancialInsights