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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 #4187 · 02/19/2025, 04:00 AM

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Crypto-Friendly Lutnick Confirmed as Commerce Secretary The US Senate has confirmed Howard Lutnick as Secretary of Commerce, known for his pro-crypto stance. In related news, State Street and Citi, two major banks, are both entering the cryptocurrency custody business, with State Street planning to launch services next year. State Street manages $46.6 trillion while Citi holds $25 trillion in custody assets. Read more here and further details on custody here. #Crypto#Commerce#Banking#Custody#HowardLutnick#StateStreet#Citi#Finance#Assets#Investment#DigitalAssets#BitCoin#CustodianServices#Blockchain#Senate#Regulation#USPolitics#Cryptocurrency#Innovation#CryptoNews