#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
🕵️#MEGA Bubblemaps: MEGA tokens were distributed among 8,360 addresses, with approximately 50% of addresses still holding all the tokens. About 40% of addresses have sold them completely, and around 10% of addresses have sold only a portion of the coins. link
Guillaume Faye left us on March 6, 2019, at the age of 69. He was a unique figure who leaves behind an extensive body of work. Like the ancient Greek heroes of old, he will achieve immortality if we continue to share his ideas. Guillaume laid the foundations—now it is up to us, dear comrades, to build the sanctuary of European civilization!
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