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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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@venturevillagewall · Post #3757 · 12/31/2024, 04:00 AM

2025 Crypto Outlook Highlights Regulatory Impact Franklin Templeton forecasts a favorable regulatory environment led by US regulators like the SEC, supporting more crypto ETFs and tokenized securities. This trend is expected to reposition the US as a global hub for cryptocurrency innovation. Additionally, in noteworthy transactions: 58 million #XLM was transferred between unknown wallets, and CleanSpark withdrew 3,158 Bitcoins from Coinbase, totaling $293.39M. Former CFTC Chairman Chris Giancarlo praised Bitcoin as 'digital gold'. Read more hereTransaction detailsCleanSpark details #Crypto#US#ETFs#Regulation#Bitcoin#DigitalGold#Innovation#Blockchain#CFTC#XLM#WhaleAlert#CleanSpark#Mining#TokenizedSecurities#Finance#Investment#MarketTrends#2025Outlook#DigitalAssets#CryptoNews