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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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Venture Village Wall 🦄

@venturevillagewall · Post #3844 · 01/11/2025, 04:00 AM

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US States Embrace Bitcoin Investments North Dakota moves to include Bitcoin in state assets through Resolution 3001. Other states like New Hampshire, Florida, and Texas are pursuing similar initiatives. Kenya’s finance minister plans to legalize cryptocurrencies, reversing earlier bans, as underground usage remains prevalent. Messari reduces workforce by 15% to focus on core products amid industry-wide layoffs, previously valued at $300 million in 2022. #Bitcoin#Kenya#Crypto#NorthDakota#Messari#USA#Africa#Legislation#Finance#Investment#Blockchain#Layoffs#Cryptocurrency#Resolution3001#UndergroundEconomy#Treasure#Policy#Research#Tech#Startups#Innovation