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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40322 · 12/14/2025, 08:34 AM

Japanese indigo dye, called aizome, began in the Edo period (1603–1868). Back then, only the upper classes wore bright colors and silk, so common people used cotton and indigo dye. Indigo was popular for its strong color and for keeping bugs and germs away. Today, aizome remains important in fashion and culture across Japan. 👘💙 [Source] @googlefactss#JapaneseIndigo#Aizome#EdoPeriod#Craftsmanship#History

Home decor

@dzdigital3 · Post #19405 · 01/31/2026, 06:14 PM

Nature meets modern design! Watch how we used pine branches, gold accents, and LED lighting to create a one-of-a-kind resin table. The final result is absolutely breathtaking. What do you think of this DIY project? Let us know in the comments! 🏠✨ #DIY#FurnitureDesign#EpoxyArt#HomeRenovation#Craftsmanship#USAHomeDecor