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@puffanime · Post #1606 · 03/29/2025, 01:03 PM
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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 #4337 · 03/08/2025, 07:00 AM
US to Build Strategic Bitcoin Reserve The U.S. plans to actively increase its Bitcoin reserves through methods like issuing Bitcoin bonds and selling gold from government reserves. Trade Secretary Howard Lutnick is spearheading this initiative. This move introduces a Strategic Bitcoin Reserve (SBR), solidifying Bitcoin’s status as a strategic asset and initiating a global competition among countries for Bitcoin holdings. For the first time, the actual amount of Bitcoin held by the U.S. will be officially disclosed, as the current estimates are deemed speculative. The U.S. aims to surpass China, which currently leads with 194,000 BTC. #Bitcoin#BTC#Crypto#US#Finance#Investment#Blockchain#Trading#Economy#DigitalAssets#SBR#Innovation#Markets#Tech#Assets#Estimates#Competition#Global
Venture Village Wall 🦄
@venturevillagewall · Post #4100 · 02/08/2025, 04:00 PM
U.S. States Embrace Bitcoin Reserves A surge in U.S. states pursuing legislation for strategic bitcoin reserves highlights increasing institutional interest in cryptocurrency. 15 states, including Alabama, Arizona, Florida, and Texas, are taking steps to incorporate bitcoin into financial strategies, aimed at attracting businesses and enhancing economic stability. The federal conversation on a national reserve is beginning, as states like Arizona and Utah are closest to legislative success. This movement reflects a broader trend recognizing bitcoin's potential as a financial tool. #Bitcoin#Crypto#Finance#Legislation#Investment#Blockchain#Arizona#Texas#Alabama#EconomicStability#PublicFunds#DigitalAssets#Utah#Kentucky#InstitutionalInterest#VC#SBR#MarketTrends#FinancialInnovation