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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40818 · 03/18/2026, 11:01 AM

Glass frogs are small tree frogs that live in tropical forests in Central and South America. Some species have transparent bellies, so their heart and organs can be seen through the skin. This helps them hide from predators. Most glass frogs are light green and live on leaves near streams. They use sticky toe pads to climb and stay on surfaces. There are about 160 species of glass frogs. 🐸🌿🌎. [Read more 1] [Read more 2] @googlefactss #Animals#Nature#DidYouKnow#Wildlife#Science#WednesdayFrog

Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40855 · 03/24/2026, 11:01 PM

Boreal chorus frogs can make their loud, high-pitched “reeeek” calls underwater, which is rare among frogs. They are small frogs found in Canada and the northern United States, usually growing to about 3 centimeters long. Their bodies are brown, tan, or green, and they often have three dark stripes running down the back and a dark line through each eye. They live near ponds, marshes, and wetlands. Males call in groups to attract mates and warn other males. Calls are most common during the spring breeding season. 🐸🌿🌊 [Read more 1] [Read more 2] @googlefactss #Animals#Nature#Frogs#Wildlife#DidYouKnow#Communication#wednesdayfrog