ShareGPT4V-7B

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ShareGPT4V-7B Model Card

Model details

Model type: ShareGPT4V-7B is an open-source chatbot trained by fine-tuning CLP vision tower and LLaMA/Vicuna on GPT4-Vision-assisted ShareGPT4V data and LLaVA instruction-tuning data.

Model date: ShareGPT4V-7B was trained in Nov 2023.

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

Usage

You can directly utilize this model as we provide in our [repository]. Moreover, you can modify the architecture name from "Share4VLlamaForCausalLM" to "LLaVALlamaForCausalLM" and the model_type keyword from "share4v" to "llava" in our config file and seamlessly load our model in the [LLaVA repository].

License

Llama 2 is licensed under the LLAMA 2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.

Intended use

Primary intended uses: The primary use of ShareGPT4V-7B is research on large multimodal models and chatbots.

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

Training dataset

• 1.2M high-quality image-text pairs, i.e., ShareGPT4V-PT data
• 100K GPT4-Vision-generated image-text pairs
• LLaVA instruction-tuning data

Evaluation dataset

A collection of 11 benchmarks