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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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EKOLOG.UZ| ENG

@ekologuzenglish · Post #11317 · 01/25/2026, 05:02 AM

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🐟 Rare Encounter with the “Sea Devil” near the Canary Islands! For the first time in history, biologists managed to capture this mysterious deep-sea predator on video. Usually, only larvae or dead specimens are observed, as anglerfish live at extreme depths where almost no light reaches. But this time, the fish rose to the surface and appeared in front of the researchers’ camera — a truly unique observation for science! #MarineLife#Anglerfish#DeepSeaMysteries#CanaryIslands☘️Read the latest environmental news on the @ekologuz page. Follow us and send your suggestions and wishes via @eklguz_bot Instagram | Facebook | Twitter | Sayt | Youtube.

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