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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 #4346 · 03/09/2025, 01:00 PM

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Ethereum's Downfall According to Sonic Labs Co-founder André Krone, co-founder of Sonic Labs, shares his thoughts on Ethereum's struggles against rival ecosystems: - Fragmented liquidity and separate L2 networks. - ETH farming via centralized sequencers causing excess coin supply. - USDe stablecoin creates ongoing selling pressure. - Competitors excel in user experience and speed. - Attempts to maintain neutrality hinder top applications. - Ethereum scaling roadmap lacks action, waiting for L2 solutions. - Ecosystem support mainly comes from podcasters, not engineers. Krone notes that developers prefer platforms like Solana, Avalanche, and Base rather than Ethereum. Read more here. #Ethereum#Solana#Avalanche#Crypto#VC#L2#Stablecoin#USDe#MarketMaking#DeFi#Layer2#Blockchain#TechNews#UserExperience#Innovation#DigitalAssets#CryptoTrends#SonicLabs

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#ethereum #solana #avalanche #crypto #vc #l2 #stablecoin #usde #marketmaking #defi #layer2 #blockchain #technews #userexperience #innovation #digitalassets #cryptotrends #soniclabs