ShareGPT4V-fp8

Dataset type:

Use filter-sharegpt4v_instruct_gpt4-vision_cap100k.json and filter-share-captioner_coco_lcs_sam_1246k_1107.json for experiments.

ShareGPT4V 1.2M Dataset Card

Dataset details

Dataset type: ShareGPT4V Captions 1.2M is a set of GPT4-Vision-powered multi-modal captions data.

It is constructed to enhance modality alignment and fine-grained visual concept perception in Large Multi-Modal Models (LMMs) during both the pre-training and supervised fine-tuning stages. This advancement aims to bring LMMs towards GPT4-Vision capabilities.

• sharegpt4v_instruct_gpt4-vision_cap100k.json is generated by GPT4-Vision (ShareGPT4V).
• share-captioner_coco_lcs_sam_1246k_1107.json is generated by our Share-Captioner trained on GPT4-Vision-generated data (ShareGPT4V-PT).
• sharegpt4v_mix665k_cap23k_coco-ap9k_lcs3k_sam9k_div2k.json is curated from sharegpt4v_instruct_gpt4-vision_cap100k.json for the supervised fine-tuning stage.

Dataset date: ShareGPT4V Captions 1.2M was collected in 11.07 2023.

Paper or resources for more information: [Project] [Paper] [Code]

License: Attribution-NonCommercial 4.0 International It should abide by the policy of OpenAI: https://openai.com/policies/terms-of-use

Intended use

Primary intended uses: The primary use of ShareGPT4V Captions 1.2M is research on large multimodal models and chatbots.

Primary intended users: The primary intended users of this dataset are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.