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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
C# Tarixi
Ushbu maqolamizda sizlarga C# dasturlash tili tarixi haqida qisqacha ma’lumot berishga harakat qilamiz. Agarda siz dasturlash olamida yangi va nimadan boshlashi bilmay turgan bo’lsangiz, ushbu kamtargina maqolachamiz aynan siz uchun.
👉Batafsil
👨🏫 Mentor: Suxrob Xayitmurodov
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