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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 #6768 · 04/14/2025, 08:19 PM

The Daily TON: Tolk and Tact Language Evolution #TON#Tolk#Tact The Daily TON discusses the latest updates to the Tolk programming language for TON, highlighting its move towards faster and easier development by introducing auto-serialization, echoing similar advancements in Tact. These changes aim to attract more developers to TON by reducing development complexities and gas fees. Source: link @tonlines