[论文阅读] 开源的多模态文档数据集,OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents王junjie 早稻田大学 信息理工与信息通信博士8 人赞同了该文章 目录 收起 1 Idea 2 创建多模态网页文档数据集 2.1 收集HTML文件 2.2 对HTML文件化简 2.3 提取多模态网页文档 2.4 ...
{ // list of input text sentences "sentences": [ "a kitchen is shown with a variety of items on the counters." ], // list of input image paths "images": [ "./assets/dataset/coco/val2014/COCO_val2014_000000384213.jpg" ], // list of corresponding sentence indexs for "images" "se...
Anole excels at the complex task of generating coherent sequences of alternating text and images. Through an innovative fine-tuning process using a carefully curated dataset of approximately 6,000 images, Anole achieves remarkable image generation and understanding capabilities with minimal additional trai...
Building upon the success of MiniGPT-v2, which excelled in translating visual features into the LLM space for single images and achieved impressive results on various image-text benchmarks, this paper extends the model's capabilities to process a sequence of frames, enabling it to comprehend ...
To bolster model integrity, classifier-free guidance is incorporated, enhancing the effectiveness of vokens on image generation. Our model, MiniGPT-5, exhibits substantial improvement over the baseline Divter model on the MMDialog dataset and consistently delivers superior or comparable multimodal ...
For MMC4 dataset, simply download all the images and annotation files under the same directory specified in the configuration file. The raw annotation file with the suffix .jsonl.zip can be directly processed on the fly without further modification. For image-text pair datasets such as LAION-...
OBELICS is an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images. Dataset page: https://huggingface.co/datasets/HuggingFaceM4/OBELICS Visualization of OBELICS web documents: https://huggingface.co/spaces/Hugging...
2024/06/13: 🚀 We introduce OmniCorpus, a 10 billion-level image-text interleaved dataset. This dataset contains 8.6 billion images, 1,696 billion text tokens, and 2.2 billion documents! Introduction OmniCorpus dataset is the largest multimodal dataset to date, which pushes the boundaries of ...
For our textbind, you need to download the images manually using the url_list provided in the downloaded file and rename the download image according to the image_list. *** The data directory should look like: .└── ./data/ └── /cc_sbu/ └── /cc_sbu_dataset/ └── {0000...
OBELICS is an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images. Dataset page:https://huggingface.co/datasets/HuggingFaceM4/OBELICS Visualization of OBELICS web documents:https://huggingface.co/spaces/HuggingFace...