|
--- |
|
tags: |
|
- vision-language model |
|
- llama |
|
- generation |
|
datasets: |
|
- YanweiLi/Mini-Gemini-Instruction |
|
--- |
|
|
|
|
|
# Mini-Gemini-7B-HD Model Card |
|
<a href='https://github.com/dvlab-research/MiniGemini'><img src='https://img.shields.io/badge/Project-Code-violet'></a> |
|
<a href='https://mini-gemini.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> |
|
<a href='https://arxiv.org/pdf/2403.18814.pdf'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a> |
|
|
|
## Model details |
|
Mini-Gemini supports a series of dense and MoE Large Language Models (LLMs) from 2B to 34B with HD image understanding, reasoning, and generation simultaneously. |
|
|
|
Normal resolution setting: [Mini-Gemini-2B](https://huggingface.co/YanweiLi/Mini-Gemini-2B), [Mini-Gemini-7B](https://huggingface.co/YanweiLi/Mini-Gemini-7B), [Mini-Gemini-13B](https://huggingface.co/YanweiLi/Mini-Gemini-13B), [Mini-Gemini-8x7B](https://huggingface.co/YanweiLi/Mini-Gemini-8x7B), [Mini-Gemini-34B](https://huggingface.co/YanweiLi/Mini-Gemini-34B) |
|
|
|
High resolution setting: [Mini-Gemini-13B-HD](https://huggingface.co/YanweiLi/Mini-Gemini-13B-HD), [Mini-Gemini-8x7B-HD](https://huggingface.co/YanweiLi/Mini-Gemini-8x7B-HD), [Mini-Gemini-34B-HD](https://huggingface.co/YanweiLi/Mini-Gemini-34B-HD) |
|
|
|
**Model type:** |
|
Mini-Gemini is an open-source chatbot trained by fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data. |
|
|
|
Mini-Gemini empowers existing frameworks to support HD image understanding, reasoning, and generation simultaneously. |
|
|
|
**Model version:** |
|
Mini-Gemini HD Version with LLM Vicuna-7B-v1.5 |
|
|
|
**Model date:** |
|
Mini-Gemini-7B-HD was trained on 03/2024. |
|
|
|
## License |
|
Llama 2 is licensed under the LLAMA 2 Community License, |
|
Copyright (c) Meta Platforms, Inc. All Rights Reserved. |
|
|
|
**Where to send questions or comments about the model:** |
|
https://github.com/dvlab-research/MiniGemini/issues |
|
|
|
## Intended use |
|
**Primary intended uses:** |
|
The primary use of Mini-Gemini 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 data |
|
This model is trained based on [Mini-Gemini-Instruction](https://huggingface.co/datasets/YanweiLi/Mini-Gemini-Instruction) dataset, please to the [Github](https://github.com/dvlab-research/MiniGemini) for more detail. |
