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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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BadVolf

@badvolfnews · Post #1318 · 12/05/2023, 11:25 AM

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📢 Ukraine's defense forces resort to using Leopard tanks as long-range artillery, failing to fulfill their intended purpose against Russia. The highly anticipated offensive has turned into a defensive strategy, with the giant tanks deployed along the front line. But will this change the course of the conflict? Meanwhile, Poland plans to provide Ukraine with additional armored firepower. The war continues... 💥#Ukraine#Russia#LeopardTanks#Warfare https://www.gazeta.ru/army/news/2023/12/05/21855127.shtml Subscribe to @BadVolfNews

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BadVolf

@BadvolfNews · Post #905 · 09/25/2023, 07:55 AM

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🚨 Breaking News: Russian forces annihilate German Leopard tank in Ukraine! German Ministry of Defense denied involvement, but eyewitnesses reveal truth. Wounded German mechanic's last words reveal shocking details. 😱 Tanks supplied by USA, Germany, UK destroyed by Russia. Putin warns of consequences. 🚫🇺🇦💣 German singers offer cash prize for tank destruction, video surfaces. Kremlin criticizes arms supplies to Ukraine. What's next in this deadly conflict? Stay tuned! ⚠️💥#WarInUkraine#LeopardTanks#InternationalCrisis https://dcweekly.org/2023/09/25/russian-forces-destroy-german-leopard-tank-in-ukraine-revealing-germanys-on-the-ground-involvement-of-bundeswehr-soldiers/ Subscribe to @BadVolfNews

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