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Update README.md
Co-authored-by: Wenwen Gao <[email protected]>
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README.md

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## Overview
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NeMo DFM (Diffusion Foundation Models) is a comprehensive collection of diffusion models for **Video**, **Image**, and **Text** generation. It unifies cutting-edge diffusion-based architectures and training techniques, prioritizing efficiency and performance from research prototyping to production deployment.
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NeMo DFM (Diffusion Foundation Models) is a library under [NeMo Framework](https://github.com/NVIDIA-NeMo), focusing on diffusion models for **Video**, **Image**, and **Text** generation. It unifies cutting-edge diffusion-based architectures and training techniques, prioritizing efficiency and performance from research prototyping to production deployment.
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**Dual-Path Architecture**: DFM provides two complementary training paths to maximize flexibility:
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