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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
Search: #verdun
@Aetatesolis · Post #3763 · 12/24/2024, 03:56 PM
The Battle of Verdun A French soldier looking at the remains of a leg that still has a boot on during the Battle of Verdun, 1916. 108 years ago today, the Battle of Verdun, one of the longest and bloodiest battles of World War I, came to an end. The battle lasted for 10 months and resulted in over 700,000 casualties, including some 300,000 killed. #war#verdun#ww1 AETATESOLIS