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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 #6971 · 04/29/2025, 06:12 PM

Swap.Coffee Introduces MultiSwap Feature #MultiSwap#swapcoffee Swap.Coffee announces its new MultiSwap feature, allowing users to swap multiple tokens into a single asset in a single transaction. MultiSwap supports up to 4 tokens on V4 wallets and up to 20 on V5, and includes MEV Protect for added security. Source: link @tonlines