Deep Learning
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Virtualization
AWS Trainium2-powered Amazon EC2 Trn2 Instancess and Trn2 UltraServers | Amazon Web Services
AWS Trainium2-powered Amazon EC2 Trn2 Instances, are the most powerful EC2 instances for deep learning and generative AI and provide up to 30-40% better price performance than the current generation of GPU-based EC2 P5e and P5en instances. For the most demanding, state-of-the-art models that need more compute and memory than a single instance can deliver, Amazon EC2 Trn2 UltraServers are…
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Linux
Pinokio “cuda not installed” Problem Solution
Pinokio “cuda not loaded” Problem Solution You may encounter the cuda not loaded problem while loading artificial intelligence in Pinookio AI, which allows you to load artificial intelligence applications onto your computer. The solution to this problem is very simple. All you need to do is load with a vpn. #pinokio #ai #shorts #shortvideo #technology #cudainstall [ad_2] source
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Windows
Knižnica Polars na rýchlu analýzu údajov – inštalácia pre Windows 11 WSL
Polars je open source knižnica na prácu s údajmi, ktorá je známa tým, že je jedným z najrýchlejších riešení spracovania údajov na jednom PC. Má dobre štruktúrované a prehľadné API rozhranie, takže sa ľahko využíva. Polars aj s využitím cenovo dostupných kariet NVIDIA GeForce RTX 4060 či už na PC, alebo v notebooku dokáže údaje spracovať 5 – 10 x…
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Hyper-v
LLAMA vs Transformers: Exploring the Key Architectural Differences (RMS Norm, GQA, ROPE, KV Cache)
In this video, we explore the architectural differences between LLaMA and the standard transformer model. We dive deep into the major changes introduced by LLaMA, such as Pre-Normalization, SwiGLU activation function, Rotary Position Embedding (RoPE), Grouped Query Attention, and the use of KV Cache for improved performance. You’ll learn: The impact of Pre-Normalization for improved gradient flow and stability during…
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Virtualization
Earth virtualization engines: Exposing the new frontiers in climate science through AI
Speaker: Bjorn Stevens Director Max-Planck-Institute for Meteorology Moderator Philip Stier Professor of Atmospheric Physics University of Oxford The AI for Good Global Summit is the leading action-oriented United Nations platform promoting AI to advance health, climate, gender, inclusive prosperity, sustainable infrastructure, and other global development priorities. AI for Good is organized by the International Telecommunication Union (ITU) – the UN…
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Microsoft
FLUX LoRA Training Simplified: From Zero to Hero with Kohya SS GUI (8GB GPU, Windows) Tutorial Guide
Ultimate Kohya GUI FLUX LoRA training tutorial. This tutorial is product of non-stop 9 days research and training. I have trained over 73 FLUX LoRA models and analyzed all to prepare this tutorial video. The research still going on and hopefully the results will be significantly improved and latest configs and findings will be shared. Please watch the tutorial without…
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