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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 #3672 · 12/21/2024, 06:50 PM

Sheldon Schiff Proposes USAcoin Peter Schiff advocates replacing Bitcoin as a strategic US reserve with a new crypto asset, USAcoin, featuring a limited supply of 21 million coins and an improved blockchain for better payment capability. He highlights this shift as a pathway to wealth, contrasting his views on Bitcoin, which he refers to as digital gold. Schiff also generated an image with Elon Musk and Donald Trump against a Bitcoin backdrop, criticizing ChatGPT for its content restrictions. _"HODL to the Moon, America!"_ #PeterSchiff#USAcoin#Crypto#Bitcoin#Blockchain#Investment#DigitalGold#Wealth#PaymentSystems#Grok

Venture Village Wall 🦄

@venturevillagewall · Post #3669 · 12/21/2024, 01:51 PM

USAcoin Proposal by Peter Schiff Peter Schiff suggests that instead of building a strategic reserve in BTC, the U.S. could save money by launching a new cryptocurrency called USAcoin, which would have a capped supply of 21 million coins, utilizing updated blockchain technology for payment efficiency. He emphasizes the potential wealth this could generate and encourages HODL. 🔗Read more here🔗Join Crypto Twitter #USAcoin#Cryptocurrency#BTC#Blockchain#PaymentSystems#Investment#WealthBuilding#HODL#Crypto#Finance#PeterSchiff#CryptoTwitter#DigitalCurrency