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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 #3836 · 01/10/2025, 07:00 AM

Ethereum Fundamentals Outshine Solana's Growth Fidelity reports fundamental performance of Ethereum is more crucial long-term than Solana's speed and low costs. High developer activity, Total Value Locked (TVL), and stablecoin availability enhance Ethereum's appeal to investors. In contrast, Solana's revenue surge is linked to meme-coin trading, seen as a cyclical trend that will falter in a bear market. Read more: Fidelity on Ethereum vs Solana Additionally, the US Senate Banking Committee preliminarily approves Senator Cynthia Lummis as head of the digital assets subcommittee. This new structure is overseen by Tim Scott. Key members include crypto-friendly legislators Bill Hagerty and Bernie Moreno. Find out more: Senate Approval of Lummis #Ethereum#Solana#DeFi#Crypto#USSenate#DigitalAssets#Investment#Stablecoins#MemeCoins#TVL#Legislation#Blockchain#Finance#TradeFi#Cryptocurrency#Senator#CynthiaLummis#TimScott#BillHagerty#BernieMoreno#Fidelity