htmlEfficient AI & Small Models — Maria Molchanova
Maria Molchanova
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Research Area

Efficient AI & Small Models

Methods for transferring useful capabilities from larger models to smaller, more cost-efficient systems.

My practical interest is achieving high quality not only with the largest models, but also with SLMs under computational constraints.

This links RAG, in-context distillation, data quality, and architectural choices for cost-sensitive and privacy-conscious applications.