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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 #40094 · 11/15/2025, 11:03 AM

Cats have three types of color-detecting cones, just like humans, but see colors less vividly. They perceive blues and greens well, but reds and pinks may appear grayish. Their vision excels at detecting subtle movement, especially in dim light. 🔵🟢🌙 [Read more] [See here] @googlefactss#CatVision#AnimalFacts#Science