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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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🦅 [ perspective ix ]

@perspectiveix · Post #1288 · 05/22/2018, 07:30 PM

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☕️Starbucks’s mobile payments system is so popular than Apple’s or Google’s in🇺🇸 By the end of this year, a quarter of U.S. smartphone users — 55 million people — over the age of 14 will make an in-store mobile payment. More than 40 percent of those people will have done so through Starbucks’s mobile payments app, according to new data from research firm eMarketer. The Starbucks app, which launched before the other three top payments apps — #ApplePay, #GooglePay and #SamsungPay — has long been the most successful payments app. It’s likely going to maintain that lead over the next few years. 🚀@PerspectiveIX 📖 Read more at t.me/iXNews/25746

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