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add data paths
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## Download the COCO captions, RefCOCO, RefCOCO+. RefCOCOg, visual genome, textcaps, LLaVA, gqa, AOK-VQA, OK-VQA, OCR-VQA, filtered Flickr-30k, multi-task conversation, and Unnatural instruction datasets
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## Download the COCO captions, RefCOCO, RefCOCO+. RefCOCOg, visual genome, textcaps, LLaVA, gqa, AOK-VQA, OK-VQA, OCR-VQA, filtered Flickr-30k, multi-task conversation, and Unnatural instruction datasets
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Download the dataset
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Image source | Download path
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--- | :---:
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COCO 2014 images | <a href="http://images.cocodataset.org/zips/train2014.zip">images</a> <a href="https://storage.googleapis.com/sfr-vision-language-research/datasets/coco_karpathy_train.json"> captions</a>
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Visual Genome | <a href="https://cs.stanford.edu/people/rak248/VG_100K_2/images.zip">images part1</a> <a href="https://cs.stanford.edu/people/rak248/VG_100K_2/images2.zip">images part2</a>
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TextCaps | <a href="https://cs.stanford.edu/people/rak248/VG_100K_2/images.zip">images</a> <a href="https://dl.fbaipublicfiles.com/textvqa/data/textcaps/TextCaps_0.1_train.json"> annotations</a>
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RefCOCO | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcoco.zip"> annotations </a>
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RefCOCO+ | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcoco+.zip"> annotations </a>
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RefCOCOg | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcocog.zip"> annotations </a>
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LLaVA | <a href="https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K/resolve/main/complex_reasoning_77k.json"> Compelex reasoning </a> <a href="https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K/resolve/main/detail_23k.json"> Detailed description </a> <a href="https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K/resolve/main/conversation_58k.json"> Conversation </a>
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OKVQA | <a href="https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/okvqa/okvqa_train.json"> annotations </a>
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AOK-VQA | <a href="https://prior-datasets.s3.us-east-2.amazonaws.com/aokvqa/aokvqa_v1p0.tar.gz"> annotations </a>
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OCR-VQA | <a href="https://drive.google.com/drive/folders/1_GYPY5UkUy7HIcR0zq3ZCFgeZN7BAfm_?usp=sharing"> annotations </a>
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Filtered Flickr-30k | images: annotations: <a href="https://drive.google.com/drive/folders/19c_ggBI77AvdtYlPbuI0ZpnPz73T5teX?usp=sharing"> annotations </a>
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Multi-task conversation | <a href="https://drive.google.com/file/d/11HHqB2c29hbSk-WLxdta-nG8UCUrcCN1/view?usp=sharing"> annotations </a>
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Filtered unnatural instruction |<a href="https://drive.google.com/file/d/1lXNnBcb5WU-sc8Fe2T2N8J0NRw4sBLev/view?usp=sharing"> annotations </a>
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.
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├── ${MINIGPTv2_DATASET}
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│ ├── coco_captions
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│ ├── coco_images
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| ├── annotations
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| ├── coco_karpathy_train.json
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### COCO captions
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### COCO captions
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- [train2017](http://images.cocodataset.org/zips/train2017.zip)
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Download the COCO 2014 images
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- [train2014](http://images.cocodataset.org/zips/train2014.zip)
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### Visual genome
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### Visual genome
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- [part1](https://cs.stanford.edu/people/rak248/VG_100K_2/images.zip), [part2](https://cs.stanford.edu/people/rak248/VG_100K_2/images2.zip)
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- [part1](https://cs.stanford.edu/people/rak248/VG_100K_2/images.zip), [part2](https://cs.stanford.edu/people/rak248/VG_100K_2/images2.zip)
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### TextCaps
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### TextCaps
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@ -69,10 +103,14 @@ detail_23k.json, and complex_reasoning_77k.json in conversation.yaml, detail.yam
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- [minigpt4/configs/datasets/llava/reason.yaml](../minigpt4/configs/datasets/llava/reason.yaml)
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- [minigpt4/configs/datasets/llava/reason.yaml](../minigpt4/configs/datasets/llava/reason.yaml)
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### OKVQA
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### OKVQA
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- [OK-VQA Input Questions](https://okvqa.allenai.org/static/data/OpenEnded_mscoco_train2014_questions.json.zip)
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- [OK-VQA Input Questions](https://okvqa.allenai.org/static/data/OpenEnded_mscoco_train2014_questions.json.zip)
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- [OK-VQA Annotations](https://okvqa.allenai.org/static/data/mscoco_train2014_annotations.json.zip)
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- [OK-VQA Annotations](https://okvqa.allenai.org/static/data/mscoco_train2014_annotations.json.zip)
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- [okvqa_train](https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/okvqa/okvqa_train.json)
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- [okvqa_train](https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/okvqa/okvqa_train.json)
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- Images are from COCO
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- Images are from COCO
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@ -89,6 +127,7 @@ curl -fsSL https://prior-datasets.s3.us-east-2.amazonaws.com/aokvqa/aokvqa_v1p0.
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### filtered Flickr-30k
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### filtered Flickr-30k
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### Multi-task conversation
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### Multi-task conversation
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### Unnatural instruction
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### Unnatural instruction
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@ -11,7 +11,6 @@ model:
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ckpt: "/ibex/project/c2090/minigpt4_ckpt/448_perforamnce_correct_v10_vg/20230925064/checkpoint_32.pth"
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ckpt: "/ibex/project/c2090/minigpt4_ckpt/448_perforamnce_correct_v10_vg/20230925064/checkpoint_32.pth"
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use_grad_checkpoint: True
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use_grad_checkpoint: True
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chat_template: True
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chat_template: True
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# wanda_log: False
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lora_r: 64
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lora_r: 64
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lora_alpha: 16
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lora_alpha: 16
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