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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
Search: #showerthoughts
@amneumarkt · Post #408 · 10/02/2022, 08:43 AM
#showerthoughts I've never thought about dark mode in LaTeX. It sounds weird at first, but now thinking about this, it's actually a great style. This is a dark style from Dracula. https://draculatheme.com/latex
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@amneumarkt · Post #128 · 01/03/2021, 12:17 AM
#showerthoughts As human beings, we read or hear about facts of something. These are our priors. Our belief is then updated based on observation of data, aka, likelihood. Some people abide by the priors, they are the prior-people, while others are more like likelihood-people and easily change their belief based on observations. There is a third type. They combine priors and likelihood. Change belief based on likelihood is prone to biases in data. By combining priors and likelihood, they have a better chance of getting to the right conclusion.
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@googlefactss · Post #40561 · 01/20/2026, 11:04 AM
People have better ideas in the shower because warm water raises dopamine, a brain chemical that boosts creativity. Showering distracts the mind, helping it stop stressing over problems and work on solutions quietly. Doing a simple, relaxing task like showering makes it easier for new ideas to pop up. 🧠🚿 [Read more] @googlefactss#Creativity#Dopamine#ShowerThoughts#Brain#Ideas