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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: #saltflat
@amazingeo · Post #538 · 12/26/2025, 08:31 PM
🌍 The Salar de Uyuni in Bolivia holds an ancient, dried-up sea that now forms the world's largest salt flat. Rare rainy seasons briefly transform it into a mirror reflecting the entire sky. ✨ #coastlines⚡#saltflat⚡#landscape⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #37 · 08/12/2025, 06:36 PM
🌍 The largest salt flat on Earth, Salar de Uyuni in Bolivia, holds vast lithium reserves beneath its surface. Lithium is vital for making batteries that power smartphones and electric cars. ✨ #lithium⚡#saltflat⚡#Bolivia⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍