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README.md
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# MiniGPT-4 and MiniGPT-v2 # MiniGPT-4 and MiniGPT-v2
**MiniGPT-v2: Large Language Model as a Unified Interface for Vision-Language Multi-task Learning**
**King Abdullah University of Science and Technology** <a href='https://minigpt-v2.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
**MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models**
<a href='https://minigpt-4.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://arxiv.org/abs/2304.10592'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a> <a href='https://huggingface.co/spaces/Vision-CAIR/minigpt4'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue'></a> <a href='https://huggingface.co/Vision-CAIR/MiniGPT-4'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue'></a> [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1OK4kYsZphwt5DXchKkzMBjYF6jnkqh4R?usp=sharing) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=__tftoxpBAw&feature=youtu.be) <a href='https://minigpt-4.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://arxiv.org/abs/2304.10592'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a> <a href='https://huggingface.co/spaces/Vision-CAIR/minigpt4'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue'></a> <a href='https://huggingface.co/Vision-CAIR/MiniGPT-4'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue'></a> [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1OK4kYsZphwt5DXchKkzMBjYF6jnkqh4R?usp=sharing) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=__tftoxpBAw&feature=youtu.be)
*King Abdullah University of Science and Technology*
## 💡 Get help - [Q&A](https://github.com/Vision-CAIR/MiniGPT-4/discussions/categories/q-a) or [Discord 💬](https://discord.gg/5WdJkjbAeE) ## 💡 Get help - [Q&A](https://github.com/Vision-CAIR/MiniGPT-4/discussions/categories/q-a) or [Discord 💬](https://discord.gg/5WdJkjbAeE)

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environment.yml
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@ -7,56 +7,27 @@ dependencies:
- python=3.9 - python=3.9
- cudatoolkit - cudatoolkit
- pip - pip
- pytorch=2.0.0
- pytorch-mutex=1.0=cuda
- torchaudio=0.12.1
- torchvision=0.13.1
- pip: - pip:
- accelerate==0.20.3 - torch==2.0.0
- aiohttp==3.8.4 - torchaudio
- aiosignal==1.3.1 - torchvision
- async-timeout==4.0.2
- attrs==22.2.0
- bitsandbytes==0.37.0
- cchardet==2.1.7
- chardet==5.1.0
- contourpy==1.0.7
- cycler==0.11.0
- filelock==3.9.0
- fonttools==4.38.0
- frozenlist==1.3.3
- huggingface-hub==0.18.0 - huggingface-hub==0.18.0
- importlib-resources==5.12.0
- kiwisolver==1.4.4
- matplotlib==3.7.0 - matplotlib==3.7.0
- multidict==6.0.4
- openai==0.27.0
- packaging==23.0
- psutil==5.9.4 - psutil==5.9.4
- pycocotools==2.0.6 - iopath
- pyparsing==3.0.9
- python-dateutil==2.8.2
- pyyaml==6.0 - pyyaml==6.0
- regex==2022.10.31 - regex==2022.10.31
- tokenizers==0.13.2 - tokenizers==0.13.2
- tqdm==4.64.1 - tqdm==4.64.1
- transformers==4.32.0 - transformers==4.30.0
- timm==0.6.13 - timm==0.6.13
- spacy==3.5.1
- webdataset==0.2.48 - webdataset==0.2.48
- scikit-learn==1.2.2
- scipy==1.10.1
- yarl==1.8.2
- zipp==3.14.0
- omegaconf==2.3.0 - omegaconf==2.3.0
- opencv-python==4.7.0.72 - opencv-python==4.7.0.72
- iopath==0.1.10
- decord==0.6.0 - decord==0.6.0
- tenacity==8.2.2
- peft==0.2.0 - peft==0.2.0
- pycocoevalcap
- sentence-transformers - sentence-transformers
- umap-learn
- notebook
- gradio==3.47.1 - gradio==3.47.1
- accelerate==0.20.3
- bitsandbytes==0.37.0
- wandb - wandb