#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl
ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources.
https://github.com/OpenPipe/ART
Logitech MX Master 3S — zamonaviy texnologiya va ergonomikaning uyg‘unlashgan cho‘qqisi bo‘lib, RTINGS sinovlarida universal eng yaxshi sichqoncha sifatida e’tirof etilgan.
Uning o‘ziga xos ergonomik dizayni, gorizontal va vertikal g‘ildiraklari hamda gesture-tugmalari bir necha funksiyalarni bir harakat bilan boshqarish imkonini beradi.
4K ekranlar uchun yuqori aniqlikdagi sensor moslashuvi bilan jihozlangani esa bu sichqonni professionallar uchun ayni muddao qiladi.
Bu reklama emas, shunchaki sichqonchani yaxshisini tavsiya qilyapman, o'yin uchun esa Razer Viper V3 Pro eng zo'ri.
Siz qanaqa markadagi sichqoncha ishlatasiz?
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