#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
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Natijada 50 ta telefon, 1 ta zaryadlovchi, va 0 ta sabr😂
#DasturlashHayoti#Frontend#Responsive#Hazil
💻@dasturlash_hayoti— dasturchilar uchun eng kerakli maslahatlar, hazillar va foydali kontent!
#typescript#css#css_framework#functional_css#postcss#responsive#tailwindcss#utility_classes
Tailwind CSS is a utility-first CSS framework that lets you style websites by adding small, reusable classes directly in your HTML, instead of writing separate CSS files. It provides ready‑made utilities for layout, spacing, colors, and more, so you can build custom user interfaces quickly and consistently. Clear documentation, an active community, and contribution guidelines make it easier to learn, get help, and even contribute to the project, which can save time, reduce CSS complexity, and speed up your UI development.
https://github.com/tailwindlabs/tailwindcss