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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 #3809 · 01/07/2025, 07:00 AM

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BTC & ETH ETFs See Massive Inflows 🎄Christmas Update on Crypto ETFs! BTC ETFs had an inflow of $978.6 million, while ETH ETFs attracted $128.7 million. Ex-BitMEX head Arthur Hayes predicts the bullish phase may peak by mid-March, suggesting to increase risk but take profits before April due to upcoming tax and liquidity tightening cycles. Positive dollar momentum is expected to boost liquidity by $612 billion. Key drivers include a decrease in RRP funds and TGA usage by the U.S. Treasury. 🚀 For more details, visit: Wu Blockchain News #Crypto#BTC#ETH#ETF#ArthurHayes#MarketTrends#Liquidity#RRP#TGA#QuantitativeTightening#Finance#Investing#BullMarket#CryptoNews#MarketPredictions#Inflows#Christmas2025#LiquidityDrivers

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#crypto #btc #eth #etf #arthurhayes #markettrends #liquidity #rrp #tga #quantitativetightening #finance #investing #bullmarket #cryptonews #marketpredictions #inflows #christmas2025 #liquiditydrivers