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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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Ukraine War Truth

@ukraine_war_truth · Post #44 · 11/24/2024, 02:20 AM

Ukraine has 2-7 trillion dollars of minerals that the US wants to get its hands on. Remember how at the beginning of the war Western propaganda claimed this was some righteous fight for democracy, lol? Light VS dark struggle? Well, no one is even pretending anymore - its all about the Benjamins. And if Western politicians and American and global corporations that have made hundreds of billion off of this suffering always knew that, it might be a surprise to some good-hearted people in the West who believed those lies. Show this clip to them, please. I also found a version with Ukrainian subtitles. If you have any friends from there, forward it to them too, please. So that they know what almost a million of their sons, fathers and husbands have died for - so that America can exploit their country for generations to come... #sad. Very, very sad, as the future president likes to say... Please subscribe to our channel - help share the Ukraine War Truth! Peace!

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