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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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DÍA - Reto: Mandala anti-ansiedad (10 min) Respira 3 veces… y empieza a colorear sin prisa. 🎨 ✅Reglas - Pon un timer de 10:00 - Colorea en silencio (o música suave) - Usa 2–4 colores máximo 🧘‍♀️Tip zen: repite un patrón (claro → medio → oscuro). ⏱️CTA: Pon tu timer y comenta cuánto duraste (min). ¿Llegaste a 10? #Mandala#Antiestres#RetoDeColorear#Mindfulness#Coloring 📢Hecho con Inside

🌿 Mandala anti-ansiedad (simple) Perfecto para principiantes: líneas limpias y espacios amplios para colorear sin estrés. 📥Descarga la página “imagen” gratis y coloréala a tu ritmo. 💬Cuéntame: ¿la harás con paleta fría (azules/verdes) o cálida (rojos/naranjas)? #Mandala#ParaColorear#AntiEstres#Mindfulness#ArteTerapia#Colorear 📢Hecho con Inside