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Versatile Diffusion: Text, Images and Variations All in One Diffusion Model

PaddlePaddle/PaddleNLP ICCV 2023

In this work, we expand the existing single-flow diffusion pipeline into a multi-task multimodal network, dubbed Versatile Diffusion (VD), that handles multiple flows of text-to-image, image-to-text, and variations in one unified model.

Disentanglement Image Captioning +5

ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages

PaddlePaddle/PaddleNLP 13 Dec 2022

Extensive results show that ERNIE-Code outperforms previous multilingual LLMs for PL or NL across a wide range of end tasks of code intelligence, including multilingual code-to-text, text-to-code, code-to-code, and text-to-text generation.

Code Summarization Language Modelling +2

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