#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
Not all carbon is the same - some heats the planet, others help #cool it.
1/. Black Carbon – Soot from incomplete combustion; strong warming effect
2/. Brown Carbon – Biomass smoke aerosols; absorbs sunlight
3/. Blue Carbon – Stored in coastal & marine ecosystems
4/. Green Carbon – Stored in forests, soils, and vegetation
5/. Red Carbon – Biological matter on snow & ice; accelerates melting
6/. Grey Carbon – Fossil fuel–based industrial emissions
🏆Bot of the Day🏆
@NoSpoilersBot
Simple bot that hides spoilers until you click a button!
i.e Use Inline with @NoSpoilersBotHold the door!
#Spoilers#Alert#Cool
🔥 Facebook Mega Packs 🔥
https://telegram.me/addstickers/Fbmegapack01_By_Osmer
https://telegram.me/addstickers/Fbmegapack02_By_Osmer
#Facebook#Cartoon#Cool#Fun#OsmerOmar
🏆 Thanks a lot to Osmer, he make all this Cool Stickers possible! Join his channel as well guys! @osmeromarhn