#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl
AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools.
https://github.com/inclusionAI/AReaL
#vue
EasyNode is a powerful web-based Linux server panel that lets you manage SSH terminals and SFTP file transfers easily through your browser. It supports features like batch server management, script libraries, AI chat integration, and multi-channel notifications. You can group servers, customize terminal themes, and use it as a jump host to speed up connections. It runs in Docker and is easy to deploy with docker-compose. For security, it offers multi-factor authentication and IP whitelisting, and it’s best to avoid exposing it directly to the internet. This tool simplifies server management and boosts productivity by centralizing control in one web interface.
https://github.com/chaos-zhu/easynode
Kerakli package va kutubxonalarni ulashib borishda davom etamiz!
Vue js yordamida slider qilmoqchi bo'lganlar uchun sodda package. Swiper js kabi murakkab fungiyalarga ega emas. Lekin kichikroq proyektlarda bemalol ishlatsa bo'ladi. Install qilish va ishlatish juda sodda tarzda berilgan.
📔 Ishlatib ko'rish uchun
#vue#package
☑️@valisherbotirov