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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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#python #agent #llm #llm_agent #llm_reasoning #machine_learning_systems #mlsys #reinforcement_learning #rl

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djangoproject

@djangoproject · Post #167 · 09/22/2016, 02:01 PM

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https://github.com/aio-libs/aiomysql #aiomysql is a "driver" for accessing a #MySQL database from the #asyncio (PEP-3156/tulip) framework. It depends on and reuses most parts of #PyMySQL . aiomysql tries to be like awesome #aiopg library and preserve same api, look and feel. Internally aiomysql is copy of PyMySQL, underlying io calls switched to async, basically yield from and asyncio.coroutine added in proper places)). sqlalchemy support ported from aiopg.

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#aiomysql #mysql #asyncio #pymysql #aiopg