├── README.md
├── assets
    ├── Compare.png
    ├── ReachQA.jpg
    ├── attention.png
    ├── results.png
    └── statistics.png
├── batch_filter_QA.py
├── batch_filter_image.py
├── data
    ├── reachqa_seed
    │   ├── code
    │   │   ├── 001.py
    │   │   ├── 002.py
    │   │   ├── 003.py
    │   │   ├── 004.py
    │   │   ├── 005.py
    │   │   ├── 006.py
    │   │   ├── 007.py
    │   │   ├── 008.py
    │   │   ├── 009.py
    │   │   ├── 010.py
    │   │   ├── 011.py
    │   │   ├── 012.py
    │   │   ├── 013.py
    │   │   ├── 014.py
    │   │   ├── 015.py
    │   │   ├── 016.py
    │   │   ├── 017.py
    │   │   ├── 018.py
    │   │   ├── 019.py
    │   │   ├── 020.py
    │   │   ├── 021.py
    │   │   ├── 022.py
    │   │   ├── 023.py
    │   │   ├── 024.py
    │   │   ├── 025.py
    │   │   ├── 026.py
    │   │   ├── 027.py
    │   │   ├── 028.py
    │   │   ├── 029.py
    │   │   ├── 030.py
    │   │   ├── 031.py
    │   │   ├── 032.py
    │   │   └── 033.py
    │   ├── images
    │   │   ├── 001.jpg
    │   │   ├── 002.jpg
    │   │   ├── 003.jpg
    │   │   ├── 004.jpg
    │   │   ├── 005.jpg
    │   │   ├── 006.jpg
    │   │   ├── 007.jpg
    │   │   ├── 008.jpg
    │   │   ├── 009.jpg
    │   │   ├── 010.jpg
    │   │   ├── 011.jpg
    │   │   ├── 012.jpg
    │   │   ├── 013.jpg
    │   │   ├── 014.jpg
    │   │   ├── 015.jpg
    │   │   ├── 016.jpg
    │   │   ├── 017.jpg
    │   │   ├── 018.jpg
    │   │   ├── 019.jpg
    │   │   ├── 020.jpg
    │   │   ├── 021.jpg
    │   │   ├── 022.jpg
    │   │   ├── 023.jpg
    │   │   ├── 024.jpg
    │   │   ├── 025.jpg
    │   │   ├── 026.jpg
    │   │   ├── 027.jpg
    │   │   ├── 028.jpg
    │   │   ├── 029.jpg
    │   │   ├── 030.jpg
    │   │   ├── 031.jpg
    │   │   ├── 032.jpg
    │   │   └── 033.jpg
    │   └── plot_info.json
    ├── reachqa_test
    │   ├── code
    │   │   ├── 00001.py
    │   │   ├── 00002.py
    │   │   ├── 00003.py
    │   │   ├── 00004.py
    │   │   ├── 00005.py
    │   │   ├── 00006.py
    │   │   ├── 00007.py
    │   │   ├── 00008.py
    │   │   ├── 00009.py
    │   │   ├── 00010.py
    │   │   ├── 00011.py
    │   │   ├── 00012.py
    │   │   ├── 00013.py
    │   │   ├── 00014.py
    │   │   ├── 00015.py
    │   │   ├── 00016.py
    │   │   ├── 00017.py
    │   │   ├── 00018.py
    │   │   ├── 00019.py
    │   │   ├── 00020.py
    │   │   ├── 00021.py
    │   │   ├── 00022.py
    │   │   ├── 00023.py
    │   │   ├── 00024.py
    │   │   ├── 00025.py
    │   │   ├── 00026.py
    │   │   ├── 00027.py
    │   │   ├── 00028.py
    │   │   ├── 00029.py
    │   │   ├── 00030.py
    │   │   ├── 00031.py
    │   │   ├── 00032.py
    │   │   ├── 00033.py
    │   │   ├── 00034.py
    │   │   ├── 00035.py
    │   │   ├── 00036.py
    │   │   ├── 00037.py
    │   │   ├── 00038.py
    │   │   ├── 00039.py
    │   │   ├── 00040.py
    │   │   ├── 00041.py
    │   │   ├── 00042.py
    │   │   ├── 00043.py
    │   │   ├── 00044.py
    │   │   ├── 00045.py
    │   │   ├── 00046.py
    │   │   ├── 00047.py
    │   │   ├── 00048.py
    │   │   ├── 00049.py
    │   │   ├── 00050.py
    │   │   ├── 00051.py
    │   │   ├── 00052.py
    │   │   ├── 00053.py
    │   │   ├── 00054.py
    │   │   ├── 00055.py
    │   │   ├── 00056.py
    │   │   ├── 00057.py
    │   │   ├── 00058.py
    │   │   ├── 00059.py
    │   │   ├── 00060.py
    │   │   ├── 00061.py
    │   │   ├── 00062.py
    │   │   ├── 00063.py
    │   │   ├── 00064.py
    │   │   ├── 00065.py
    │   │   ├── 00066.py
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    │   │   ├── 00069.py
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    │   │   ├── 00099.py
    │   │   ├── 00100.py
    │   │   ├── 00101.py
    │   │   ├── 00102.py
    │   │   ├── 00103.py
    │   │   ├── 00104.py
    │   │   ├── 00105.py
    │   │   ├── 00106.py
    │   │   ├── 00107.py
    │   │   ├── 00108.py
    │   │   ├── 00109.py
    │   │   ├── 00110.py
    │   │   ├── 00111.py
    │   │   ├── 00112.py
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    │   │   ├── 00119.py
    │   │   ├── 00120.py
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    │   │   ├── 00122.py
    │   │   ├── 00123.py
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    │   │   ├── 00430.py
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    │   │   ├── 00432.py
    │   │   ├── 00433.py
    │   │   ├── 00434.py
    │   │   ├── 00435.py
    │   │   ├── 00436.py
    │   │   ├── 00437.py
    │   │   ├── 00438.py
    │   │   ├── 00439.py
    │   │   ├── 00440.py
    │   │   ├── 00441.py
    │   │   ├── 00442.py
    │   │   ├── 00443.py
    │   │   ├── 00444.py
    │   │   ├── 00445.py
    │   │   ├── 00446.py
    │   │   ├── 00447.py
    │   │   ├── 00448.py
    │   │   ├── 00449.py
    │   │   ├── 00450.py
    │   │   ├── 00451.py
    │   │   ├── 00452.py
    │   │   ├── 00453.py
    │   │   ├── 00454.py
    │   │   ├── 00455.py
    │   │   ├── 00456.py
    │   │   ├── 00457.py
    │   │   ├── 00458.py
    │   │   ├── 00459.py
    │   │   ├── 00460.py
    │   │   ├── 00461.py
    │   │   ├── 00462.py
    │   │   ├── 00463.py
    │   │   ├── 00464.py
    │   │   ├── 00465.py
    │   │   ├── 00466.py
    │   │   ├── 00467.py
    │   │   ├── 00468.py
    │   │   ├── 00469.py
    │   │   ├── 00470.py
    │   │   ├── 00471.py
    │   │   ├── 00472.py
    │   │   ├── 00473.py
    │   │   ├── 00474.py
    │   │   ├── 00475.py
    │   │   ├── 00476.py
    │   │   ├── 00477.py
    │   │   ├── 00478.py
    │   │   ├── 00479.py
    │   │   ├── 00480.py
    │   │   ├── 00481.py
    │   │   ├── 00482.py
    │   │   ├── 00483.py
    │   │   ├── 00484.py
    │   │   ├── 00485.py
    │   │   ├── 00486.py
    │   │   ├── 00487.py
    │   │   ├── 00488.py
    │   │   ├── 00489.py
    │   │   ├── 00490.py
    │   │   ├── 00491.py
    │   │   ├── 00492.py
    │   │   ├── 00493.py
    │   │   ├── 00494.py
    │   │   ├── 00495.py
    │   │   ├── 00496.py
    │   │   ├── 00497.py
    │   │   ├── 00498.py
    │   │   ├── 00499.py
    │   │   └── 00500.py
    │   ├── data.json
    │   ├── execute_code.py
    │   ├── filter_rated_image.py
    │   ├── filter_rated_qa.py
    │   ├── instruction_data_2k.json
    │   └── plot_info.jsonl
    └── reachqa_train
    │   ├── code
    │       ├── 00001.py
    │       ├── 00002.py
    │       ├── 00003.py
    │       ├── 00004.py
    │       ├── 00005.py
    │       ├── 00006.py
    │       ├── 00007.py
    │       ├── 00008.py
    │       ├── 00009.py
    │       ├── 00010.py
    │       ├── 00011.py
    │       ├── 00012.py
    │       ├── 00013.py
    │       ├── 00014.py
    │       ├── 00015.py
    │       ├── 00016.py
    │       ├── 00017.py
    │       ├── 00018.py
    │       ├── 00019.py
    │       ├── 00020.py
    │       ├── 00021.py
    │       ├── 00022.py
    │       ├── 00023.py
    │       ├── 00024.py
    │       ├── 00025.py
    │       ├── 00026.py
    │       ├── 00027.py
    │       ├── 00028.py
    │       ├── 00029.py
    │       ├── 00030.py
    │       ├── 00031.py
    │       ├── 00032.py
    │       ├── 00033.py
    │       ├── 00034.py
    │       ├── 00035.py
    │       ├── 00036.py
    │       ├── 00037.py
    │       ├── 00038.py
    │       ├── 00039.py
    │       ├── 00040.py
    │       ├── 00041.py
    │       ├── 00042.py
    │       ├── 00043.py
    │       ├── 00044.py
    │       ├── 00045.py
    │       ├── 00046.py
    │       ├── 00047.py
    │       ├── 00048.py
    │       ├── 00049.py
    │       ├── 00050.py
    │       ├── 00051.py
    │       ├── 00052.py
    │       ├── 00053.py
    │       ├── 00054.py
    │       ├── 00055.py
    │       ├── 00056.py
    │       ├── 00057.py
    │       ├── 00058.py
    │       ├── 00059.py
    │       ├── 00060.py
    │       ├── 00061.py
    │       ├── 00062.py
    │       ├── 00063.py
    │       ├── 00064.py
    │       ├── 00065.py
    │       ├── 00066.py
    │       ├── 00067.py
    │       ├── 00068.py
    │       ├── 00069.py
    │       ├── 00070.py
    │       ├── 00071.py
    │       ├── 00072.py
    │       ├── 00073.py
    │       ├── 00074.py
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    │       ├── 00089.py
    │       ├── 00090.py
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    │       ├── 00094.py
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    │       ├── 00097.py
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    │       ├── 00099.py
    │       ├── 00100.py
    │       ├── 00101.py
    │       ├── 00102.py
    │       ├── 00103.py
    │       ├── 00104.py
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    │       ├── 00106.py
    │       ├── 00107.py
    │       ├── 00108.py
    │       ├── 00109.py
    │       ├── 00110.py
    │       ├── 00111.py
    │       ├── 00112.py
    │       ├── 00113.py
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    │       ├── 00119.py
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    │       └── 03249.py
    │   ├── execute_code.py
    │   ├── filter_rated_image.py
    │   ├── filter_rated_qa.py
    │   ├── instruction_data_20k.json
    │   ├── plot_info.jsonl
    │   ├── process_to_swift_internvl.py
    │   └── process_to_swift_llava.py
├── openai_generate_QA.py
├── openai_generate_code.py
├── openai_llm_evaluation.py
├── requirements_data.txt
├── requirements_train.txt
├── scripts
    ├── data
    │   ├── run_openai_generate_QA.sh
    │   └── run_openai_generate_code.sh
    ├── eval
    │   ├── infer_internvl2.sh
    │   ├── infer_llava_llama3.sh
    │   ├── infer_minicpm.sh
    │   └── run_openai_evaluation.sh
    ├── filter
    │   ├── run_rating_QA.sh
    │   └── run_rating_images.sh
    └── train
    │   ├── internvl2_lora.sh
    │   ├── llava_llama3_8b_lora.sh
    │   ├── merge_lora.sh
    │   └── minicpm_lora.sh
├── swift_infer_dataset.py
└── utils
    ├── __init__.py
    ├── chart_notes.py
    └── openai_utils.py


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