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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 #3438 · 12/19/2024, 07:06 AM

Major Moves in Tech and AI 🔹Avito acquires two advertising services: AdRiver and Soloway; no deal amount disclosed but estimates range from 0.5-2.5 billion rubles. More on this from RBC. 🔹Perplexity raises $500M at a $9B valuation. The AI startup specializes in delivering prompt answers to users. Previous valuation was at $3B; read more on Bloomberg. 🔹 Formerly known as TuSimple, the self-driving truck company rebrands to CreateAI, focusing on AI for video games after abandoning its trucking ambitions. Article on CNBC. 🔹 Ex-investment director of RUSNANO, Nail Gubaev, under investigation for alleged embezzlement, signs contract with the Ministry of Defense, prompting a suspension of prosecution. Details in Kommersant (link). 🔹 Insights from Smart Ranking show Russia’s medtech market grew 40% in Q3, with companies like Steplife (+258.5%) and Motorika (+190.95%) leading the growth in prosthetics. More info here: Kommersant. 🔹Broadcom reports a 220% revenue rise, solidifying its status as a $1 trillion company amidst soaring chip demand for AI. Read more on Business Insider. #Avito#Advertising#Funding#AI#Perplexity#TuSimple#CreateAI#MedTech#Prosthetics#Broadcom#RevenueGrowth#NVIDIA#Embezzlement#TechNews#Startups#China#MarketTrends#Innovation#Investments#MarketValuation#TechAcquisition