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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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@immunefi · Post #452 · 06/07/2022, 02:50 PM

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How well do you know the major vulnerabilities and attack vectors of Blockchain and Web3? A few areas of risks to look out for when working on a blockchain project: - Attacks on the Consensus Mechanism - Blockchain structure vulnerabilities - Application-oriented attacks - Attacks on P2P systems To decrease the risk of a potential hack and protect your user funds, projects are highly recommended to use Immunefi's bug bounty platform. 🔍🔍🔍 #Immunefi is Web3's leading bug bounty platform, protecting over $100 billion in user funds. Follow us for more content on #BugBounty, #BugBountyTips, #Web3, #Crypto, #Blockchain, #Cybersecurity, #DeFi, #Hackers, #WhiteHats and more.

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