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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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@cookingdish · Post #587 · 11/21/2024, 03:33 PM

Peanut Rice Paper Pancakes 🥜🥞 Ingredients: 🫓 2 x rice paper 🥬 1 handful of red cabbage, fresh 🫑 1/2 bell pepper 🥕 1 carrot 🥒 1/2 zucchini Sauce: 🥜 60 g peanut butter 🍶 20 ml soy sauce 💧 20 ml water 🧄 1 garlic clove, grated 🫚 1 cm ginger, grated Preparation: 1️⃣🥢 Cut the vegetables into thin strips using a peeler or knife, mix everything together by hand. 2️⃣🍯 Mix all the ingredients for the peanut soy sauce. 3️⃣💧 Dip the first rice paper briefly in water, then place it in a cold pan greased with oil. 4️⃣🥜 Spread 1 tablespoon of peanut soy sauce on the rice paper, cover with vegetables. 5️⃣💧 Dip the second rice paper briefly in water and place it on the vegetables, pressing lightly. 6️⃣🔥 Heat the pan and fry the rice paper pancakes on both sides until golden brown. 7️⃣🍴 Enjoy with soy sauce! #VeganRecipes🌱#PeanutButterLover🥜#HealthyFood🥗#EasyCooking👩‍🍳#AsianInspired🇻🇳 @dishes