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Source channel @githubtrending · Post #14747 · May 25

#python#deep_learning#intel#machine_learning#neural_network#pytorch#quantization Intel Extension for PyTorch boosts the speed of PyTorch on Intel hardware, including both CPUs and GPUs, by using special features like AVX-512, AMX, and XMX for faster calculations[5][2][4]. It supports many popular large language models (LLMs) such as Llama, Qwen, Phi, and DeepSeek, offering optimizations for different data types and easy GPU acceleration. This means you can run advanced AI models much faster and more efficiently on your Intel computer, with simple setup and support for both ready-made and custom models. https://github.com/intel/intel-extension-for-pytorch

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@venturevillagewall · Post #4026 · 01/30/2025, 04:00 AM

Bitcoin Tax Fraud Case Sentenced Texas resident Frank Richard Ahlgren III faces two years in prison for tax evasion linked to the sale of $4M in Bitcoin. Ordered to pay $1,095,031 in restitution, this marks the first purely crypto-related tax fraud case in the U.S. Ahlgren concealed transactions using multiple wallets and mixers like CoinJoin and Wasabi Wallet. Details: source #Bitcoin#Crypto#TaxFraud#Blockchain#USA#Court#Restitution#Legal#Finance#Tax#CryptoRegulation#CryptoNews#Ahlgren#PeerToPeer#Wallets#Mixers#CoinJoin#WasabiWallet#Chainalysis#Investigation#Fraud