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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 #14667 · 05/03/2025, 12:30 PM

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#rust#bsd#gpu#linux#macos#opengl#rust#terminal#terminal_emulators#vte#windows Alacritty is a fast, cross-platform terminal emulator that uses OpenGL for smooth performance, works on BSD, Linux, macOS, and Windows, and offers customizable settings while keeping things simple. It’s lightweight, integrates well with tools like window managers or terminal multiplexers, and is already reliable enough for daily use despite being in beta, making it ideal for users who want speed and flexibility without unnecessary features. https://github.com/alacritty/alacritty

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#rust #bsd #gpu #linux #macos #opengl #terminal #terminal_emulators #vte #windows