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Source channel @githubtrending · Post #15539 · Mar 5

#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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@revheadcrypto · Post #368 · 08/21/2024, 06:08 PM

🚗✨ Updated Audi RS 3: Hatchback and Sedan Debut! ✨🚗 🔧 The facelift brings a fresh look with new headlights featuring a checkered flag design for the daytime running lights, which can be customized! 🏁 🛠️ Inside, you’ll find a revamped steering wheel that’s now flat on both the top and bottom, complete with two new red buttons to activate RS Performance and RS Individual modes! 🔴🔵 Optional carbon bucket seats offer enhanced support for those thrilling drives. 🪑💨 💥 The Audi RS 3 retains its powerful 2.5-liter turbocharged five-cylinder engine, delivering 400 hp and 500 Nm of torque, paired with a seven-speed dual-clutch transmission and all-wheel drive. ⚡️💪 It still rockets from 0 to 100 km/h in just 3.8 seconds, with a top speed of 290 km/h! 🚀 🔄 Engineers have fine-tuned the torque splitter algorithm (RS Torque Splitter) and optimized chassis settings, allowing drivers to tackle corners at higher speeds! 🏎️💨 #AudiRS3#Performance#CarEnthusiast#TurboPower#LuxuryCars#DrivingExperience#Innovation#Auto🚘💖