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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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@ImagenesHistoricas · Post #10063 · 10/31/2025, 05:00 PM

#Halloween 📸 Ganadores del concurso de disfraces de Halloween - Escuela de Sordos de Dakota del Norte, 1922 🇪🇸 📸 Halloween Costume Contest Winners – North Dakota School for the Deaf, 1922 🇬🇧 @ImagenesHistoricas

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@ImagenesHistoricas · Post #10062 · 10/31/2025, 05:00 PM

#Halloween 📸 Reunión victoriana de Halloween: retrato familiar espeluznante con disfraces extravagantes, estética vintage inquietante, impresión retro peculiar para espacios macabros 🇪🇸 📸 Victorian Halloween Gathering - Creepy Family Portrait with Outlandish Costumes, Haunting Vintage Aesthetic, Quirky Retro Print for Macabre Spaces 🇬🇧 @ImagenesHistoricas

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@ImagenesHistoricas · Post #10061 · 10/31/2025, 05:00 PM

#Halloween 📸 Disfraces de Halloween en Alemania, 1938. 🇪🇸 📸 Halloween costumes in Germany, 1938. 🇬🇧 @ImagenesHistoricas

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Aesthetica

@Aetatesolis · Post #4542 · 10/01/2025, 11:37 PM

🎃This Is What Halloween Used to Feel Like #halloween AETATESOLIS

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