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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_facts · Post #950 · 10/22/2025, 06:11 PM

🌎 The discovery of anesthesia transformed surgery in the 19th century. In 1846, William T.G. Morton used ether to painlessly remove a tumor, proving surgical pain relief was possible. Modern anesthesia combines multiple drugs, allowing millions of complex operations every year. ✨ #anesthesia⚡#surgery⚡#medicine 👉subscribe Interesting Planet 👉more Channels ​