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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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Inspiring Thoughts

@Inspiringthoughts · Post #10892 · 07/21/2025, 12:08 AM

At the tender age of seven, Pranjali Awasthi embarked on her coding journey under the guidance of her engineer father. This early exposure ignited a passion for technology that would shape her future. By thirteen, Pranjali was interning at Florida International University, delving into machine learning projects. These experiences highlighted the challenges researchers face in data extraction, inspiring her to seek innovative solutions. In January 2022, at just sixteen, she founded Delv.AI, an AI-powered platform designed to streamline data extraction for researchers. The startup quickly gained traction, securing approximately $450,000 in funding from notable investors. Within a year, Delv.AI achieved a valuation of around ₹100 crore (approximately $12 million), a testament to Pranjali’s vision and determination. Pranjali’s journey exemplifies the power of early passion, innovative thinking, and unwavering dedication. Her story serves as an inspiration to aspiring entrepreneurs worldwide. #YoungEntrepreneur#AIInnovation#WomenInTech#TechProdigy#StartupSuccess#Marketinggrowmatics

Venture Village Wall 🦄

@venturevillagewall · Post #3601 · 12/20/2024, 04:16 PM

Weekend Reading for Entrepreneurs Explore this week's top news: 1️⃣ Research on mobile game success probability - Read more2️⃣ Tech trends for 2025 according to Andreessen Horowitz - Find out more3️⃣ Video on David Lieb, creator of Google Photos - Watch here4️⃣ Podcast with Vlad Tenev from Robinhood - Listen in5️⃣ David Kahn's AI predictions for 2025 - Read the article6️⃣ Interview with Rocket Lab CEO Peter Beck - Explore the interview7️⃣ Turning mistakes into success with Flamp.io - Learn how #MobileGames#TechTrends#GooglePhotos#Podcast#AI#RocketLab#StartupSuccess#Sequoia#AndreessenHorowitz#VladTenev#DavidLieb#DavidKahn#PeterBeck#Flamp#YCombinator#SpaceX#Entrepreneurship#Innovation#Research#Investment#Finance