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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 #3993 · 01/26/2025, 10:00 PM

Bitcoin Supply Drops Below 1M 🟠 Only 1,056,700 Bitcoin left to mine, forever. This significant milestone emphasizes Bitcoin's scarcity as its supply rapidly decreases. 📈 Hyperliquid achieves record $157B monthly volume in perpetual contracts, projecting $0.5T by March 2025 if trends continue. 🇫🇷 French Senate approves 2025 budget including an annual ‘unproductive wealth’ tax on unrealized cryptocurrency gains. Awaiting vote in the National Assembly. 🚨 180M USDT transferred from Tether Treasury to Bitfinex. Details from Whale Alert. #Bitcoin#Crypto#Tax#Finance#Volume#France#Investment#Currency#USDT#Tether#Bitfinex#WhaleAlert#PerpetualContracts#Market#Scarcity#Trading#Budget#NationalAssembly#Future

Venture Village Wall 🦄

@venturevillagewall · Post #4300 · 03/04/2025, 04:00 AM

Vietnam to Draft Crypto Legal Framework Vietnam's Prime Minister has tasked the Ministry of Finance and State Bank to create a legal framework for cryptocurrencies by the end of March. Notably, Vietnam ranked among the top three globally in cryptocurrency ownership, with 21% of its population involved. More details: here. In related news, $1 billion was liquidated from the cryptocurrency market recently. Arthur Hayes remains bullish, expecting the previous cycle's high of $70,000 to hold as support. Coinbase's Coin50 Index introduces new assets, and a hacker laundered $1.39 billion in ETH through THORChain. Lastly, FTX/Alameda transferred 3.03 million SOL to various wallets. #Vietnam#Crypto#Bitcoin#ETH#FTX#SOL#Blockchain#Finance#Hayes#Coinbase#Regulation#Market#Investment#BullCycle#Liquidation#Hacker#THORChain#PerpetualContracts#Assets#Liquidity#Alameda