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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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TONlines – News

@tonlines · Post #7149 · 05/09/2025, 05:12 PM

⚡️TON Community: Pudgy Penguins Launches Pengu Clash #TON#Penguins#Elympics TON Community announces the launch of Pengu Clash by Pudgy Penguins on TON. This real-time multiplayer game offers customizable Penguin teams and competitive arenas, with pre-registration opening on May 9. The game will kick off once the waitlist reaches 1 million participants. Source: link @tonlines