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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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djangoproject

@djangoproject · Post #235 · 01/18/2017, 05:27 PM

http://www.aparat.com/v/Cjarf Happy Asset Deployments With Webpack & Django by Scott Burns Webpack What is it? What does it do? Source transformations Output Why #Djangos collectstatic is not up to the job? Must run after #deployment Doesn't do all the things Slow Integration on both sides Webpack bundle tracker to output build stats Django #Webpack bundle loader to read those files How to render links in templates.