Model Training

What is an Evolutionary Model Merge? 

Evolutionary Model Merging is a technique designed to combine multiple pre-trained models to create a highly accurate and efficient model customized for specific use cases. This process uses an evolutionary approach, simulating various model merging combinations to optimize the resulting model for performance metrics, such as accuracy or specific KPIs relevant to the business. By leveraging this method, Arcee allows users to fine-tune models using vector averaging, leading to a low-cost yet powerful solution that adapts to different tasks without needing to retrain models from scratch​.

Make your GenAI ambitions a reality with Arcee AI’s end-to-end system for merging, training, and deploying Small Language Models (SLMs).

Try our hosted SaaS, Arcee Cloud, right now – or get in touch to learn more about Arcee Enterprise.

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