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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 #469 · 07/30/2025, 06:22 PM
🌎 On the island of Surtsey near Iceland, land emerged almost overnight in 1963 after a volcanic eruption. Scientists use this brand-new island as a living laboratory to study how plants, animals, and microbes gradually colonize bare rock from scratch. ✨ #geology⚡#ecology⚡#volcanism 👉subscribe Interesting Planet
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@amazingeo · Post #384 · 10/17/2025, 06:31 PM
🌍 Earth’s magnetic field flips direction every few hundred thousand years, a process called geomagnetic reversal. These flips are recorded in volcanic rocks and help scientists trace ancient geologic changes. ✨ #geomagnetism⚡#volcanism⚡#cycles⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels