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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 #3778 · 01/02/2025, 10:00 PM

Uniswap Unveils Exciting v4 Features! Uniswap launches v4, introducing: - 😎 "Hooks" for custom user code execution - 😎 Custom oracles - 😎 Automated liquidity management - 😎 Flash accounting for instant settlements - 😎 Support for multiple pool types In response, $UNI climbs 6% in a day, outperforming the market. More details: link #Uniswap#UNI#DeFi#Crypto#Blockchain#Liquidity#Oracles#Finance#Web3#DApps#Fintech#Investing#Market#Tech#Innovation#V4#FlashAccounting#AutomatedLiquidity#Pools#CryptoNews#NFT