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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: #groundwater
@Enviro_Climate · Post #361 · 07/30/2021, 10:34 AM
Did you know #earthquakes can cause changes to #groundwater levels thousands of miles away from the epicenter? ©usgs.gov Read more»» ▫️waterdata.usgs.gov/1 ▫️water.usgs.gov/2 @Enviro_Climate
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@amazingeo · Post #657 · 03/10/2026, 08:31 PM
🌍 Mexico’s Yucatán Peninsula hides thousands of cenotes—natural sinkhole pools formed when limestone caves collapse, revealing crystal-clear groundwater once sacred to ancient Maya. ✨ #caves⚡#karst⚡#groundwater⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #60 · 08/16/2025, 04:12 PM
🌍 The world's largest freshwater reserves are hidden underground as groundwater, not in lakes or rivers. These reserves are vital for drinking water and irrigation in many regions. ✨ #groundwater⚡#freshwater⚡#resources⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #207 · 09/09/2025, 08:12 PM
🌍 Rainwater can travel deep underground, sometimes moving through rock layers for thousands of years before resurfacing as springs. This hidden journey is a key part of Earth's water cycle. ✨ #hydrology⚡#groundwater⚡#springs⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@interesting_planet_facts · Post #1003 · 11/04/2025, 12:11 PM
🌎 Amsterdam’s famous canal system shaped the city’s landscape but also lowered the local water table. Over 1,500 wooden bridge and building foundations are now monitored for rotting due to changing groundwater levels. ✨ #Amsterdam⚡#canals⚡#urbanization⚡#groundwater 👉subscribe Interesting Planet 👉more Channels