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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 #4123 · 02/11/2025, 01:00 PM

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Investment Rounds Overview - February 2025 Various startups have secured funding in February 2025: - CulturePulse AI: $1.51M for AI-driven behavior analysis. - Jingcui Bio: $1.37M for biotechnological innovations. - Flock Mobility: $1.24M for electric vehicle fleets. - Genoa Instruments: $1.04M for advanced imaging technology. - WattByWatt: $975K focusing on renewable energy solutions. - Agatyca: $300.03K for educational services. - Eduvanz: $290.96K for educational finance. - Scanvio: $164.86K for AI ultrasound diagnostics in gynecology. Additionally, *Binance* and the *SEC* are seeking resolution in their ongoing case. Analysts observe BTC accumulation trends after a significant decline in Binance's reserves, recalling past market surges. For more insights, visit the full articles: Binance and SEC Update. #VC#Crypto#AI#Funding#Startups#Biotech#EV#Imaging#RenewableEnergy#Education#Diagnostics#CulturePulse#Jingcui#FlockMobility#GenoaInstruments#WattByWatt#Agatyca#Eduvanz#Scanvio#Binance#BTC

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#vc #crypto #ai #funding #startups #biotech #ev #imaging #renewableenergy #education #diagnostics #culturepulse #jingcui #flockmobility #genoainstruments #wattbywatt #agatyca #eduvanz #scanvio #binance #btc