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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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Venture Village Wall 🦄

@venturevillagewall · Post #4100 · 02/08/2025, 04:00 PM

U.S. States Embrace Bitcoin Reserves A surge in U.S. states pursuing legislation for strategic bitcoin reserves highlights increasing institutional interest in cryptocurrency. 15 states, including Alabama, Arizona, Florida, and Texas, are taking steps to incorporate bitcoin into financial strategies, aimed at attracting businesses and enhancing economic stability. The federal conversation on a national reserve is beginning, as states like Arizona and Utah are closest to legislative success. This movement reflects a broader trend recognizing bitcoin's potential as a financial tool. #Bitcoin#Crypto#Finance#Legislation#Investment#Blockchain#Arizona#Texas#Alabama#EconomicStability#PublicFunds#DigitalAssets#Utah#Kentucky#InstitutionalInterest#VC#SBR#MarketTrends#FinancialInnovation