#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
Free Russian Language Courses in Cape Town!
We are pleased to invite everyone to take part in free Russian language courses supported by the Ministry of Education of the Russian Federation and St. Petersburg State University.
👩🏫 The
lessons will be conducted by Dasha and Taisiya — experienced teachers
of Russian as a foreign language with nearly 20 years of teaching
experience.
📚 The courses are open to everyone. No prior knowledge of Russian is required.
Why learn Russian?
🗣 It is a language spoken across 15 countries and serves as a bridge among more than 160 ethnic groups.
🌍 Studying
Russian offers access to a rich cultural, literary, and scientific
heritage — from Tolstoy and Dostoevsky to Gagarin and Tchaikovsky.
📖 Course highlights:
– Basics of grammar and practical conversation
– Introduction to Russian culture and traditions
🔗 Register here:
https://forms.gle/p4fo6ttm8esXqtLa6
Let’s explore the Russian language together!
#RussiaSouthAfrica#RussianCourses#LearnRussian
📚Enrollment is open for the 2025–26 academic year!
⏰24 June | 18:00
Join our Presentation of Russian Language Courses for Adults — meet the teachers and find the perfect program for you:
✨Fundamental Course — from A1 to C1, steady pace (October–June)
⚡️Intensive Course — fast-track A1 to A2, with speaking from day one
🌍Online — learn from anywhere in the world
🏫Offline — full language immersion
👥Group classes — motivation, support & shared experience
👤Individual lessons — flexible schedule, personalized approach
🎉 Plus, learn about our linguistic and cultural events for students!
📅Free participation — sign up via the linkhere
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🏔🇷🇺✨ When your Russian truly reaches new heights!
Our student took his Russian — all the way to the Himalayas! 🏔 Russian at 5300 m!
Language is more than words. It’s a journey, an inspiration, and the strength that lifts you higher.
Our student is traveling in the Himalayas and… he used Russian at the top of a mountain! 😄
“I told them I study Russian at the Russian Language School in Brussels. And that I have very good teachers!”
Even at the highest heights, you can talk about poetry, music and your favorite language. 😉
Did you know? Russian is one of the six official international languages and is spoken by an estimated up to 285 million people worldwide.
📍Where have you used your Russian abroad?
Share your story in the comments — the most inspiring ones will be featured!
Join us to learn Russian! We offer in-person classes, online courses, and individual lessons.
#RussianHouseBrussels#LearnRussian#RussianLanguage#CulturalDiplomacy#RussianAbroad#DiscoverRussia#RussianCourses