#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 on #Bithumb suddenly dropped, trading over 10% below other markets.
Reports say a staff mistake during an airdrop sent 2,000 $BTC($133M) instead of a small KRW reward.
Some users sold it right away, causing the price to drop fast.
JUST IN : 💰🚨Bitcoin on #Bithumb suddenly dropped, trading over 10% below other markets.
Reports say a staff mistake during an airdrop sent 2,000 $BTC($133M) instead of a small KRW reward.
Some users sold it right away, causing the price to drop fast.
➖➖➖➖➖➖➖➖➖
📣@cryptonewstel
✨Vip join⭐️
🚨 DWF Labs has deposited all 170K $CYBER to #Bithumb at $8.6 on average ($1.46M) in 7 transactions over the past 24 hours.
➡️ DWF Labs will earn an estimated profit of $697K (+91.1%) from $CYBER if truly sold just now.
👉 More details: https://platform.spotonchain.ai/signal-details/dwf-labs-closed-the-first-cyber-deal-for-great-profit-516
👉 Visit our discord: https://discord.com/invite/Xh7cReej7n