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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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@interesting_planet_facts · Post #1207 · 01/09/2026, 06:11 PM
🌎 The ancient city of Hattusa, capital of the Hittite Empire, features massive stone walls, elaborate gates, and mysterious underground tunnels. Archaeologists found cuneiform tablets here describing treaties, religions, and daily life. The site was abandoned around 1200 BCE for unknown reasons. ✨ #Hittite⚡#archaeology⚡#mysteries 👉subscribe Interesting Planet 👉more Channels
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@interesting_planet_facts · Post #778 · 09/19/2025, 12:22 AM
🌎 The Hittite Empire, centered in what is now Turkey, mastered advanced ironworking over 3,200 years ago, enabling powerful tools and weapons. Their capital, Hattusa, was protected by massive stone walls and a unique city gate shaped like a lion’s mouth. ✨ #Hittite⚡#archaeology⚡#iron 👉subscribe Interesting Planet
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