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Source channel @githubtrending · Post #15539 · Mar 5

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#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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Anatomy Art Hub ☮️

@anatomyarthub · Post #3108 · 05/31/2024, 09:27 AM

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#анатомия#руки#anatomy#arms Когда рука согнута вверх, бицепс будет выпирать, а трицепс вытянется. Так же лучевые мышцы сократятся и согнут руку в локте. Старайтесь обращать внимание на выпуклые (активные) мышцы и те что тянутся (неактивные). Активные мышцы сжимаются. Обратите внимание, как бицепс сгибается и противостоящий трицепс растягивается. Не существует такой мышцы, которая выталкивала бы другую. В мышцах есть сила. Но так же мягкость и экспрессия. When the arm is bent upward, the biceps will bulge and the triceps will extend. The radial muscles will also contract and bend the arm at the elbow. Try to pay attention to the bulging (active) muscles and those that stretch (inactive). Active muscles contract. Notice how the biceps flexes and the opposing triceps stretches. There is no such muscle that would push out another. There is strength in the muscles. But also softness and expression. @anatomyarthub

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