# ruImageCaptioning Inference Notebook: Русская версия CLIP prefix caption, обученная на ruGPTSMALL + CLIP(OPENAI), можно использовать для VQA, image captioning и прочее. Модель работает <1c + ее можно эффективно квантануть/перенести в ONNX. Обучалось в течении 3х дней на 2*1080ti Trained and validated on ruCOCO BLEU: 37.3 chrF: 32.4 ROUGE-1-F: 33.0 ROUGE-2-F: 14.1 ROUGE-L-F: 30.3 THIS WORK IS BASED ON https://github.com/rmokady/CLIP_prefix_caption (english version) ``` @article{mokady2021clipcap, title={ClipCap: CLIP Prefix for Image Captioning}, author={Mokady, Ron and Hertz, Amir and Bermano, Amit H}, journal={arXiv preprint arXiv:2111.09734}, year={2021} } ``` ``` @article{AlexWortega, title={ruImage captioning}, author={Aleksandr Nikolic, Asta gpu server }, } ``` ## Acknowledgments This repository is heavily based on [CLIP](https://github.com/openai/CLIP) and [Hugging-faces](https://github.com/huggingface/transformers) repositories. For training we used the data of [COCO dataset](https://cocodataset.org/#home) and [Conceptual Captions](https://ai.google.com/research/ConceptualCaptions/) translated by ALEX WORTEGA [ruCOCO](https://github.com/AlexWortega/ru_COCO)