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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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@githubtrending · Post #15022 · 08/01/2025, 02:00 PM

#html#cookbook#cooking#django#docker#food#markdown#meal_planner#recipe#recipes#selfhosted#shopping Tandoor Recipes is a free, self-hosted app that helps you organize, plan, and share your digital recipe collection easily. You can import recipes from many websites, create meal plans, and generate shopping lists automatically. It works well on phones and tablets, supports tagging and searching recipes quickly, and lets you share and collaborate with family or friends. It also offers features like OCR to digitize paper recipes and syncs with cloud storage. Setting it up with Docker is simple, and it keeps your recipes safe and accessible in one place, making cooking and meal prep more efficient and enjoyable[1][2][3]. https://github.com/TandoorRecipes/recipes