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Source channel @githubtrending · Post #15263 · Nov 2

#python#deep_learning#inference#llm#nlp#pytorch#transformer Nano-vLLM is a small, fast, and easy-to-understand tool for running large language models offline. It matches the speed of bigger systems like vLLM but uses only about 1,200 lines of clean Python code, making it simple to read and modify. It includes smart features like prefix caching and tensor parallelism to boost performance. You can install it easily and run models like Qwen3-0.6B on your own GPU. This tool is great if you want fast, efficient AI inference without complex setups, ideal for learning, research, or small deployments on limited hardware. https://github.com/GeeeekExplorer/nano-vllm

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Crypto M - Crypto News

@CryptoM · Post #65309 · 04/12/2026, 07:56 PM

🚀 Strategy Requires 2.05% Annual Bitcoin Growth to Sustain Dividends, Says Michael Saylor Michael Saylor has stated that Strategy needs an annual Bitcoin growth rate of 2.05% to cover its preferred stock dividends without the need to issue new common shares. According to NS3.AI, Strategy's dashboard indicates that the company holds 766,970 BTC, providing approximately 48.7 years of dividend coverage at the current reserve levels. The current annual yield for STRC stands at 11.5%. #Bitcoin#MichaelSaylor#STRC#Dividends#CryptoInvestment#Cryptocurrency#BitcoinGrowth#PreferredStock#InvestmentStrategy#BTC

Crypto M - Crypto News

@CryptoM · Post #64628 · 04/09/2026, 11:57 AM

🚀 Bitcoin Bancorp Expands Bitcoin ATM Network in Southern California Bitcoin Bancorp has announced the launch of a licensed Bitcoin ATM network in Southern California, with the first machines now operational in the Los Angeles area. According to Odaily, this marks a new phase in the company's retail expansion in the United States, following its previous deployment in Texas, highlighting its strategy to accelerate growth in key markets. Data indicates that the United States currently hosts over 35,000 Bitcoin ATMs, with the industry expected to grow from approximately $267 million in 2025 to $7.68 billion by 2034. California, with its large population, advanced tech ecosystem, and high rate of cryptocurrency adoption, is a significant growth market, ranking among the top states in the nation for ATM installations, second only to states like Texas. #BitcoinBancorp#BitcoinATM#SouthernCalifornia#LosAngeles#RetailExpansion#Cryptocurrency#BitcoinMarket#CaliforniaTech#CryptoAdoption#USBitcoinATMs#ATMInstallations#BitcoinGrowth#BTC