#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
Switch operatori
Tanlash operatori bizga bir nechta qiymatlardan, o’zgaruvchilarga to’g’ri keluvchi qiymatni tanlashda va uni ishga tushirishda ishlatiladi. Misol uchun, hafta kunlarini raqamidan topish topshiriq sifatida berildi. Ularni bemalol topishimiz mumkin, lekin kompyuterga uni qanday tushuntiramiz?
👉Batafsil
👨🏫 Mentor: Suxrob Xayitmurodov
#csharp#switch#choice#starter
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