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Source channel @githubtrending · Post #14958 · Jul 14
#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
Search: #vegetation
@amazingeo · Post #120 · 08/26/2025, 01:12 PM
🌍 Earth’s climate zones are not just about temperature—they also shape which plants and animals can survive. Some cacti thrive in deserts, while rainforests burst with life in tropical zones. ✨ #climate⚡#vegetation⚡#adaptation⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #652 · 03/05/2026, 08:31 PM
🌍 The humid subtropical climate zone stretches across southeastern continents but also appears in parts of East Asia and South America, helping create lush forests and long growing seasons for crops. ✨ #climatezones⚡#vegetation⚡#agriculture⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #311 · 09/29/2025, 03:31 PM
🌍 Earth’s Mediterranean climate zones, found in places like California and parts of Australia, support massive wildflower blooms after winter rains despite having hot, dry summers. ✨ #climatezones⚡#biomes⚡#vegetation⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@redfoxuz · Post #1336 · 10/22/2020, 06:08 AM
Red Fox - Vulpes vulpes, close-up portrait. Laying down in the colorful fall vegetation by RTaylorImages #photodune#red#fox#vulpes#closeup#portrait#colorful#fall#vegetation Envato Freebies