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Source channel @githubtrending · Post #14958 · Jul 14

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#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

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Media maps 🌏

@mediamaps · Post #255 · 11/02/2025, 02:02 PM

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Тема второго дня — линии. Визуальная лаконичность и ёмкость способа линейных знаков делают его одним из самых выразительных в картографии. С линейными объектами на картах мы встречаемся почти каждый день. Это маршруты, ограничения движения, марафоны, парады и шествия. Работа с линиями всегда требует много усилий: необходимо внимательно их согласовывать, подбирать цвета и толщины. Сегодня мы выбрали карту новых автобусных маршрутов, сделанную в собственном ПО Overmap. #30DayMapChallenge#Day2#Lines#Cartography#GIS

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