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conda env create -f environment.yml
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conda activate miniGPT-Med
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```
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## Download miniGPT-Med trained model weights
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* miniGPT-Med's weights [miniGPT-Med Model](https://drive.google.com/file/d/1kjGLk6s9LsBmXfLWQFCdlwF3aul08Cl8/view?usp=sharing)
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* Then modify line 8 at miniGPT-Med/eval_configs/minigptv2_eval.yaml to be the path of miniGPT-Med weight.
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## Prepare weight for LLMs
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### Llama2 Version
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```shell
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git clone https://huggingface.co/meta-llama/Llama-2-13b-chat-hf
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```
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Then modify line 14 at miniGPT-Med/minigpt4/configs/models/minigpt_v2.yaml to be the path of Llama-2-13b-chat-hf.
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## Launching Demo Locally
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```
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python demo.py --cfg-path eval_configs/minigptv2_eval.yaml --gpu-id 0
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```
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## Dataset
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| Dataset | Images | json file|
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| MIMIC |[Download](https://physionet.org/content/mimiciii/1.4/) | [Download](https://drive.google.com/drive/folders/1nZhdfNoh7fkx7CWvf0_47_OLv3tA2m3o?usp=sharing) |
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| NLST |[Download](https://wiki.cancerimagingarchive.net/display/NLST)| [Downlaod](https://drive.google.com/drive/folders/1OKgMTaGLu_dWRuco6JipYzezw3oNwgaz?usp=sharing) |
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|SLAKE |[Downlaod](https://www.med-vqa.com/slake/) |[Download](https://drive.google.com/drive/folders/1vstjmfRbKahSAsi_b6FmTQiuolvgO8oC?usp=sharing)|
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|RSNA |[Downlaod](https://www.rsna.org/rsnai/ai-image-challenge/rsna-pneumonia-detection-challenge-2018) | [Download](https://drive.google.com/drive/folders/1wkXPvUNqda6jWAIduyiVJkS3Tx7P7td8?usp=sharing) |
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|Rad-VQA |[Downalod](https://osf.io/89kps/) |[Download](https://drive.google.com/drive/folders/1ING6Dodwk2DU_t4GHQYudNFMMg9OMfBQ?usp=sharing) |
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## Acknowledgement
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- MiniGPT-4
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- Lavis
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- Vicuna
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- Falcon
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- Llama 2
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---
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title: MiniGPT-Med
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colorFrom: blue
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colorTo: yellow
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sdk: gradio
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sdk_version: 4.27.0
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app_file: app.py
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pinned: false
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---
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