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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 #2111 · 08/31/2021, 09:20 AM

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⌚️Smartwatch Market 2Q21 The global #smartwatch market grew 27% YoY in Q2, per Counterpoint Research. Obviously, #Apple remains on top, but its market share did slip from 30.1% in Q2 2020 to 28% today. Meanwhile, #Samsung saw its slice of the pie expand from 6.8% to 7.6%—an upward trend that could continue thanks to its newly unveiled #GalaxyWatch 4, made in partnership with #Google. All Credits: Counterpoint Research 🦅@iXDaily x @perspectiveix

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