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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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Amazing Geography 🌍

@amazingeo · Post #20 · 08/10/2025, 10:43 AM

🌍 The geographic coordinates system splits the globe into lines called latitude and longitude, allowing any spot on Earth to be pinpointed within a few meters using just two numbers. ✨ #coordinates⚡#mapping⚡#positioning⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Digital Marketing & AI Tools

@Digital_Marketing_strategies · Post #760 · 09/10/2025, 11:12 AM

The secret to massive Google ads scale isn't a unique product or a crazy offer. Rather, it's the ability to disrupt a market And be different form the rest This could be done with product titles, images, pricing, the product itself, or the messaging. Just pick one and do the complete opposite of your competitor's It's that simple. #GoogleAds #positioning