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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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Dishes.Cooking.Food

@cookingdish · Post #602 · 12/03/2024, 03:28 PM

Creamy Tuscan Chicken🍗🍅🌿 Ingredients: - 2 lb chicken breast 🍗 - Salt and pepper to taste 🧂 - 3 tablespoons flour 🌾 - 1 tbsp smoked paprika 🌶️ - 2 tablespoons butter 🧈 - 2 tablespoons olive oil 🫒 - 3 garlic cloves 🧄 - 2 shallots 🧅 - 1 sprig of cherry tomatoes 🍅 - 1/4 cup sundried tomatoes 🍅 - 1/4 cup parmesan cheese 🧀 - 1 teaspoon Italian oregano 🌿 - 1 cup chicken broth 🍲 - 1/2 cup white wine 🍷 - 2 cups heavy/whipped cream 🥛 - 2 cups fresh baby spinach 🥬 Steps: 1. Season chicken with salt, pepper, and smoked paprika. Coat with flour. 2. Heat butter and olive oil in a pan. Sear chicken until golden. Remove and set aside. 3. Sauté garlic, shallots, and cherry tomatoes in the same pan. Add sundried tomatoes. 4. Pour in white wine and chicken broth. Simmer and reduce. 5. Stir in heavy cream, parmesan, and oregano. Cook until thickened. 6. Add baby spinach. Return chicken to the pan and simmer until cooked through. Serve hot and enjoy! 🍴✨ #CreamyTuscanChicken#ChickenDinner#ComfortFood#TuscanFlavors#EasyRecipes#FoodLover @dishes