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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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Crypto M - Crypto News

@CryptoM · Post #65330 · 04/12/2026, 11:28 PM

🚀 Japanese Companies Face Challenges Amid Rising Oil Prices Japanese companies are entering the earnings season with a pessimistic outlook as crude oil prices surge following the unsuccessful U.S. peace talks with Iran. Bloomberg posted on X, highlighting the impact of geopolitical tensions on the global oil market. The failure of negotiations has led to increased uncertainty, affecting various sectors in Japan that rely heavily on energy imports. As oil prices climb, businesses are bracing for higher operational costs, which could impact their profitability in the coming months. The situation underscores the interconnectedness of global events and their influence on national economies. #JapaneseCompanies#OilPrices#GeopoliticalTensions#EnergyImports#OperationalCosts#Profitability#GlobalEconomy#EarningsSeason#Bloomberg#IranUSNegotiations