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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 #14971 · 07/17/2025, 12:30 PM

#ruby#api_documentation#app#devdocs#developer_tools#docs#documentation#documentation_tool#hacktoberfest#offline#pwa DevDocs is a free, fast, and easy-to-use web app that lets you quickly search and browse official API documentation for many programming languages and tools all in one place. It works offline, has a clean interface, supports keyboard shortcuts, dark mode, and mobile use. You can access over 100 documentations like HTML, CSS, JavaScript, and more without switching tabs or searching Google repeatedly. It saves time by providing instant search results and keeps everything organized, making coding and learning more efficient and enjoyable. You can use it online or run it locally with Docker for even faster access[1][2][3][5]. https://github.com/freeCodeCamp/devdocs