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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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@PensivePost · Post #5350 · 08/07/2021, 11:32 PM

The beau, ignorance. I knew. That made me a shitty person If there was anything that made it unbearable and more hard to overcome than anything, it’s the fact that I knew it was going to happen. It’s a pity we don’t get to un-know stuff. Like just trash it. It felt(no, was )wrong. Like hoarding the girls lavatory or cyber bullying overweight people because it felt right Or self-hurting so you can feel anything other than this unimaginable sorrow that was slowly drowning you. If there was anything that was worse than knowledge, it’ll be passivity, more like apathy. The fact that you didn’t act. That I didn’t act This didn’t feel wrong. It didn’t feel like anything I have ever felt. Words can’t quantify how it feels. Probably, nothing will. I hope nothing does. Excerpt from my book, For the Lies that Matter @whosayegat #review #everyone #excerpts