#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
Про Альтсезон
Боюсь представить как сейчас шилят альт сезон 😅
Эфир еще не восстановился, а уж про прочее говно альткоины я молчу
До альт сезона еще далеко, на простом энтузиазме сейчас будет сложно выехать нужны громкие инфоповоды
Надеемся, верим, ждем и #HODL
🖤Аналитика
Big news on March 4, 2025 (yep, today)! 😂
After the wild highs of 2024, it’s like the bear market just won’t quit—still feels like we’re stuck in the dip! 📉
But with crypto’s crazy rollercoaster, who knows what’s around the next turn? 🚀#HODL