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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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Venture Village Wall 🦄

@venturevillagewall · Post #4282 · 03/02/2025, 01:00 AM

Bitcoin: Panic Buying Amid Market Shakeup Panic reactions in the market are evident as Bitcoin fluctuates. Key developments in the TON ecosystem include: - TVM Ventures launching a $100M fund for TON growth 🔗 - Updates from TON Core for Dec 2024 - Jan 2025 🔗 - Steve Yun discusses DeFi’s future in Telegram on CNBC 🔗 - First mid-core web3 game launched on TON 🔗 - Support program for Mini Apps initiated 🔗 - Innovations from Notcoin team highlighted 🔗 - LayerZero’s new USDT bridge enhances TON’s cross-chain capabilities 🔗 - Key investments in DeFi and SocialFi detailed by TVM Ventures 🔗 - TON’s ecosystem expands beyond major project monopolies 🔗 - TRM Labs introduces a comprehensive blockchain analysis tool for TON 🔗 - The domain believers.ton is permanently lost 🔗 #Bitcoin#DeFi#TON#Crypto#Web3#Investment#LayerZero#Blockchain#MiniApps#PanicBuying#TVMVentures#Notcoin#TRMLabs

Crypto M - Crypto News

@CryptoM · Post #64673 · 04/09/2026, 01:26 PM

🚀 Drift Faces $285 Million Exploit Due to Social Engineering Tactics Drift experienced a significant exploit amounting to $285 million, attributed to suspected North Korean operatives employing in-person social engineering against its contributors. According to NS3.AI, the group targeted contributors at several major industry conferences over a six-month period leading up to the exploit. TRM Labs identified this incident as the largest DeFi hack of 2026 to date and the second-largest exploit in Solana's history. The attacker reportedly utilized CarbonVote Token to secure collateral acceptance, increase withdrawal limits, and extract assets, including USDC. #Drift#exploit#socialengineering#NorthKorea#DeFi#Solana#CarbonVoteToken#TRMLabs#USDC#cybersecurity

Crypto M - Crypto News

@CryptoM · Post #65273 · 04/12/2026, 01:10 PM

🚀 Iran Reopens Strait of Hormuz with Bitcoin Toll Amid Ceasefire Iran has reopened the Strait of Hormuz under a two-week ceasefire, requiring tankers to pay a $1-per-barrel toll in Bitcoin for passage. According to NS3.AI, Hamid Hosseini stated that the system now processes 10 to 15 vessels daily, a significant decrease from the 135 vessels before the conflict. TRM Labs reported that since mid-March, Iran's military has collected up to $2 million per ship in Bitcoin, Chinese yuan, and potentially USDT. #Iran#StraitOfHormuz#BitcoinToll#Ceasefire#Tankers#NS3AI#Hosseini#TRMLabs#Military#Crypto#USDT#ChineseYuan#Shipping#Blockchain#IranEconomy#BTC