#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
⚡️TapSwap Community: Major News Incoming Tomorrow!
#TapSwapBeta#SkillGaming#Web3Games
TapSwap Community announces a major update about their private beta launching tomorrow, featuring three exclusive skill-based games in Telegram. Limited spots are available, and interested participants should prepare to apply using a Google form link with their Telegram handle.
Source: link
@tonlines
TapSwap Community: Elevate Your Gaming Skills with Precision
#SkillGaming#TapToWin#ClassicWithCrypto
The TapSwap Community emphasizes skill and precision in classic games like Tetris, Solitaire, and Bubble Shooter. Players are encouraged to hone their focus and ability to outplay and earn, adding purpose to their gaming experience.
Source: link
@tonlines
🎮TapSwap officially launched the beta!
The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions.
What's included in the beta:
• 🎯 Three games where the outcome depends on your skills
• 💰 Integration with $TAPS
• 📲 Access via Telegram mini-app
⚠️ At the current stage, only selected users have access to the beta.
If you are among them, you can already try out the platform before the official release.
🗓The public launch is scheduled for early June.
#TapSwap#БетаЗапуск#SkillGaming#Web3UA
Bot link:tapswap_bot📱
Nigeria Football Hub
🎮TapSwap officially launched the beta!
The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions.
What's included in the beta:
• 🎯 Three games where the outcome depends on your skills
• 💰 Integration with $TAPS
• 📲 Access via Telegram mini-app
⚠️ At the current stage, only selected users have access to the beta.
If you are among them, you can already try out the platform before the official release.
🗓The public launch is scheduled for early June.
#TapSwap#БетаЗапуск#SkillGaming#Web3UA
Bot link:tapswap_bot📱
INSIDER USA 👉🏻 Subscribe