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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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Crypto M - Crypto News

@CryptoM · Post #64940 · 04/10/2026, 11:15 AM

🚀 Perp DEX Market Sees Shift in Trading Volumes On April 10, data from DefiLlama indicates a decline in overall trading volumes in the on-chain Perp DEX market. According to BlockBeats, Aster's trading volume has surpassed that of EdgeX and Lighter, securing the second position. Meanwhile, the total holdings of the HIP-3 ecosystem projects TradeXYZ and Hyperliquid have seen a slight increase. The current rankings for major Perp DEX trading volumes are as follows: Hyperliquid has a 24-hour trading volume of approximately $8.23 billion, with open contract volumes around $7.46 billion. TradeXYZ records a 24-hour trading volume of about $3.02 billion, with open contract volumes near $1.74 billion. Aster shows a 24-hour trading volume of roughly $2.07 billion, with open contract volumes around $1.91 billion. Lighter has a 24-hour trading volume of approximately $1.90 billion, with open contract volumes about $706 million. EdgeX reports a 24-hour trading volume of around $1.84 billion, with open contract volumes near $1.05 billion. Pacifica's 24-hour trading volume is about $422 million, with open contract volumes approximately $79.34 million. #PerpDEX#DeFi#TradingVolume#Crypto#Blockchain#Aster#EdgeX#Lighter#Hyperliquid#TradeXYZ#HIP3#Pacifica#ASTER