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20222026
most citedDomain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization

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cs.ET2026

Position: Sustainable Open-Source AI Requires Tracking the Cumulative Footprint of Derivatives

Shaina Raza, Iuliia Zarubiieva, Ahmed Y. Radwan +4

Open-source AI is scaling rapidly, and model hubs now host millions of artifacts. Each foundation model can spawn large numbers of fine-tunes, adapters, quantizations, merges, and…