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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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☎️ Phoneword

@Morgan · Post #309 · 10/02/2023, 05:06 AM

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💠Important to detect #Scammers When you open the profile, keep your finger on the small photo, like Telegram x, the pictures of the side will be shown with the upload date. One of the most important things to identify a fraudster is the upload date of his photos. If you see 10 photos uploaded in a day or two, you know that the new account is a scammer. Because the fraudster can't scam a one-year account and then get blocked with 4 reports... This is a simple and very important way to detect scammers. 💠#Scammer 7⃣2⃣2⃣6⃣6⃣3⃣7⃣ 👇 🌐en.wikipedia.org/wiki/Phoneword 📡@Phoneword

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