#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
🔮 Bitcoin #ETF 21Shares #ARKB commercial from ArkInvest
"When you come to bitcoin, aren't you just a little curious?"
According to #Ark marketers, all questions and fears (such as "It won't cost anything", "It's a bubble", and so on) are based on people's simple unwillingness to take risks, and not on specific fundamental doubts — therefore, a regulated #Bitcoin fund is the solution to all problems 🧐
🚨 $BTC #ETF Net Inflow May 14, 2024: +$101M!
• The net inflow has been positive for 2 trading days.
• #Grayscale ETF GBTC experienced a single-day outflow of $50.9M again after a day of zero flow.
• The single-day flow of #BlackRock ETF IBIT remains stagnant for 15 trading days.
• Nonetheless, 6 out of 8 other US Bitcoin ETFs experienced single-day inflows, led by #ARKB ETF with $133M.
Follow @spotonchain and check out the latest updates about #Bitcoin ETFs via https://platform.spotonchain.ai/en/signal-details/bitcoin-etf-net-inflow-update-on-may-14-2024-107877