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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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@trumpsear_tg · Post #1904 · 12/13/2025, 01:19 PM
Robert Kennedy Jr. at 71, pulled more than the 54-year-old transport Secretary Sean Duffy: Duffy is 10 times and Kennedy 20 times. In the United States, for all military officials, a physical training test is mandatory: pull-ups (12-20 times), running (3 ml), push-ups from 10 to 60 times, depending on age. #Kennedy#Duffy#pullups#responsible 👂More on Trump's Ear