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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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Interesting Planet 🌍

@interesting_planet_facts · Post #580 · 08/18/2025, 12:22 AM

🌎 The Siberian permafrost preserves ice age seeds for tens of thousands of years. Scientists have revived ancient plants, like Silene stenophylla, from seeds frozen over 30,000 years ago—proving some life can return after millennia in the deep freeze. ✨ #permafrost⚡#botany⚡#revival 👉subscribe Interesting Planet