#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
⚡️ Advanced Camera Control is now available for #Gen3 Alpha Turbo. Choose both the direction and intensity of how you move through your scenes for even more intention in every shot
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⚡️ Camera controls have appeared in Runway #Gen3 alpha!
No official announcement yet, but it looks like they’re rolling it out gradually. 😍
Credits: Pierrick Chevallier
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"The Schnitzel Dilemma"
A short film about two colleagues planning their lunch date. Generated with runwayml #Gen3 new Act-One model 😍
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