#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
🔔🔔$BUSD supply dropped to 13.7B, from 16B before @PaxosGlobal stopped issuing $BUSD :
- 512M was burnt in the past 15 hours and 1.1B the day before.
- Address holders reduced from 180K to 176K
- @justinsuntron withdrew 300M $BUSD from #Binance to #Paxos to redeem for fiat yesterday.
👉 More details: https://twitter.com/spotonchain/status/1626365035357544448
#Celsius Network transferred 459,561 $ETH ($1.02B) to several CEX in the past 8 hours, including:
- 305,254 $ETH ($674M) to #Coinbase Prime
- 146,507 $ETH ($324M) to #Paxos
- 7,800 $ETH ($17.02M) to #FalconX
Since Nov 13, 2023, Celsius Network has moved 757,626 $ETH ($1.69B) to FalconX, Coinbase, OKX and Paxos.
And currently still holds 62,469 $ETH ($138M) in address 0xdb3.
For more updates on Celsius Network, follow @spotonchain now and turn on your 🔔 at https://platform.spotonchain.ai/en/profile?address=0xdb31651967684a40a05c4ab8ec56fc32f060998d