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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: #proplyds
@cosmomyst · Post #24 · 07/30/2025, 12:51 AM
🪐 In the star-forming region of the Orion Nebula, astronomers have identified "proplyds"—dense disks of gas and dust swirling around newborn stars. These proplyds are being sculpted by fierce ultraviolet radiation from nearby massive stars, their bright comet-like tails pointing away from blazing giants such as Theta1 Orionis C. ✨ #Orion⚡#proplyds⚡#nebula 👉subscribe Universe Mysteries