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Source channel @githubtrending · Post #15539 · Mar 5

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#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 #488 · 08/02/2025, 08:22 PM

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🌎 The immortal jellyfish can restart its life cycle when injured or old, turning back into a young polyp. This tiny sea creature essentially “rewinds” its biological clock, making it one of the few animals capable of biological immortality. ✨ #jellyfish⚡#ocean⚡#biology 👉subscribe Interesting Planet

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Interesting Planet 🌍

@interesting_planet_facts · Post #996 · 11/01/2025, 10:11 PM

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🌎 Some ancient animals still roam Earth today. The jellyfish species Turritopsis dohrnii is famous for its ability to revert to a juvenile state, potentially escaping death. Known as the "immortal jellyfish," it has changed little for millions of years. ✨ #jellyfish⚡#evolution⚡#biology 👉subscribe Interesting Planet 👉more Channels ​

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