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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
Search: #pharos
@pharos_x_announcements · Post #114 · 04/24/2020, 01:29 PM
#Pharos#教学 新一期视频来啦，这期主要讲了Pharos Pro (小水滴) 近期 TF 更新后集成 Clash 的亮点和配置方法。 iOS 端的小猫咪，它来了么？ https://youtu.be/jdSCBi9IEro PS:本人电报群内有抽取 Pharos Pro 港区兑换码的相应活动，欢迎参与。 教学频道🧩YouTube门牌
@CryptoM · Post #65090 · 04/11/2026, 12:14 AM
🚀 Crypto Startups Secure $76 Million in Funding in Early Q2 2026 DefiLlama data reveals that crypto startups raised $76 million in the first week of the second quarter of 2026. According to Odaily, the total funding for the year has approached $500 million. Key funding rounds this week include: Pharos secured $44 million in a Series A round with participation from SNZ Holding, Chainlink, and Flow Traders. The company focuses on building a high-performance Layer 1 blockchain compatible with Ethereum applications, emphasizing RWA and decentralized infrastructure networks. Oh raised $7.5 million in a Series A round led by Maven 11, with contributions from L1 Digital, Hashed, Auros Global, and Maelstrom. The project aims to develop a Web3 AI platform offering decentralized AI service tools like OhChat. Kulipa completed a $6.2 million seed round led by Flourish Ventures and 1kx, with participation from White Star Capital and Fabric Ventures. The company provides branded payment cards for crypto wallets, enabling the conversion of digital assets to traditional currency at checkout. #CryptoStartups#Funding#Q22026#Pharos#SeriesA#Blockchain#Layer1#Ethereum#Oh#Web3#AI#DecentralizedAI#Kulipa#SeedRound#PaymentCards#CryptoWallets#DigitalAssets#TraditionalCurrency