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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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Hong Kong Democracy Movement

@hkdmovement · Post #6883 · 12/19/2023, 10:30 PM

Dec 19: Founder of Apple Daily, Jimmy Lai, and three Apple companies continue their trial on charges of conspiring with foreign forces and publishing seditious publications. Yesterday, the defense argued that the prosecution's addition of sedition charges exceeded the time limit for prosecution. Today, they added that the prosecution should have timely initiated charges due to the six-month limit for sedition offenses. The prosecution contends that the conspiracy was ongoing, citing over 160 seditious publications released by Lai within two years. The judge will rule on the legal dispute this Friday. Legal dispute arises as the six-month time limit for sedition offenses becomes a focal point in the trial of Jimmy Lai and the Apple Daily companies. Defense argues charges exceed the limit, questioning court jurisdiction. Prosecution contends ongoing conspiracy justifies charges. Ruling expected Friday. #JimmyLai#AppleDaily#Trial#LegalDispute#SeditionCharges