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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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Universe Mysteries 🪐

@cosmomyst · Post #448 · 10/23/2025, 06:21 PM

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🪐 The giant exoplanet HAT-P-32b, about 950 light-years away in the constellation Andromeda, is so puffed up that it's nearly twice the diameter of Jupiter but only a fraction as dense—almost like a balloon made of hot gas. Its incredibly low density means a bathtub big enough for HAT-P-32b would float it, revealing how giant planets can take on bizarre, bloated forms far beyond the familiar giants of our own solar system. ✨ #exoplanets⚡#giantplanets⚡#hatp32b⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels

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