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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
Search: #moonlets
@cosmomyst · Post #12 · 07/29/2025, 06:51 PM
🪐 Hidden deep inside Saturn’s rings, astronomers have discovered tiny moonlets like Daphnis that carve out delicate waves and gaps as they orbit, sculpting the rings’ sharp edges. These miniature moons cause astonishing ripples and wakes, their gravitational dance leaving patterns that shift with every pass. ✨ #Saturn⚡#moonlets⚡#rings 👉subscribe Universe Mysteries