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(Image: Newsquest) Bumper crowds flocked to Ayr Racecourse in April 2010 for the Scottish Grand National. And they were delighted to see a Scottish winner, 18-1 shot Merigo, take the honours.

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verl is a flexible, efficient and production-ready RL training library for large language models (LLMs). verl is the open-source version of HybridFlow: A Flexible and Efficient RLHF Framework paper.