#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
🔥Kling AI hozirgi paytda eng kuchli AI video generatorlardan biri hisoblanadi. U ayniqsa realistik harakatlar va kinematik sahnalar yaratishda mashhur.
🚀 Kling AI yangi 3.0 Omni modelini chiqardi va Motion Control funksiyasini sezilarli darajada yaxshiladi. Yangilanishning asosiy maqsadi — harakatlarni aniq boshqarish va murakkab sahnalarda ham personajlarni barqaror saqlash.
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👍Bizning barcha loyihalar | #klingai
🚀Another major update of #klingai — the Elements feature! ✨Dive in, experiment with a range of elements, and let your creativity run wild. 😍
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#klingai V1.6 released!
💡What's new:
1. New KLING AI 1.6 Model:
-Improved prompt adherence, more consistent and dynamic results
-Supports Standard & Professional Modes, achieving a 195% overall improvement compared with KLING 1.5 Model
2. Upgraded KLING AI 1.5 Model:
-Supports Standard Mode and 720p in Text-to-Video
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