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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 News & Web3 Events | TON Ecosystem

@tonevents_en · Post #955 · 10/29/2024, 07:39 AM

🎉Catizen x Zircuit Launchpool is Live We're excited to announced launch Zircuit (ZRC) as the inaugural project on the Catizen Launchpool!🎆🪙 How to Earn ZRC? 💰 Stake CATI and Cats to Earn ZRC: Zircuit is an AI-secured, Zero-Knowledge Layer 2 solution, fully #EVM-compatible, and supported by #BinanceLabs, #Pantera, #DragonflyCapital, among others. With $1.8B in TVL and a new liquidity hub, early adopters are in for a rewarding journey! Launchpool Details: • Period: 2024-10-28 00:00 (UTC) to 2024-11-04 00:00 (UTC) • Token Name: $ZRC • Total Supply: 10,000,000,000 ZRC • Token Rewards: ≈$1,500,000 in ZRC • Launchpool Allocation: 8,333,333 ZRC Pool Information 🪙CATI Pool: • Reward Proportion: 85% • Reward Amount: $1,275,000 in ZRC • Stake Range: 1 to 2000 CATI • Settlement: Every hour based on staked CATI share 😺Cat Pool: • Reward Proportion: 15% • Reward Amount: $225,000 in ZRC • Eligibility: Cats above level 300 only • Settlement: Hourly, with levels converted to USD for calculations 🐾Don’t miss out on this incredible chance to grow your rewards with Zircuit! This is just the beginning of their ambitious plan to enhance CATI token value✨ #TON#CATI#Pool#Zircuit