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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 #633 · 01/22/2026, 10:21 PM

🪐 In 2023, astronomers observed a rare type of supernova explosion in the galaxy NGC 4995, located about 59 million light-years away. Classified as a Type Iax supernova, this unusual blast is thought to be a "partial" explosion where the white dwarf star survives the event—unlike normal supernovae, which completely destroy their stars—offering new insight into the variety of stellar deaths in the cosmos. ✨ #supernovae⚡#ngc4995⚡#stardeath⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

Universe Mysteries 🪐

@cosmomyst · Post #746 · 04/19/2026, 10:21 PM

🪐 One of the most powerful supernova explosions ever recorded was SN 1006, observed in 1006 AD and visible from Earth for months—even during the daytime. Located about 7,200 light-years away in the constellation Lupus, this supernova was likely caused by a white dwarf star (the dense remnant of a Sun-like star) pulling in material from a companion until it exploded, briefly becoming brighter than Venus and leaving behind a vast, glowing remnant still detected today. ✨ #supernova⚡#Lupus⚡#stardeath⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​