[Model] Add new model: LMDeploy api

[irexyc]

Usage:

server:

lmdeploy serve api_server /mnt/141/InternVL2-8B/ --model-name InternVL2-8B --cache-max-entry-count 0.5

eval:

python run.py --data HallusionBench OCRBench --model lmdeploy --verbose --nproc 64

result of transformers:

"split","aAcc","fAcc","qAcc"
"Overall","63.932702418506835","35.54913294797688","35.604395604395606"
"VS","69.16666666666667","36.206896551724135","44.9438202247191"
"VD","60.74450084602368","35.21739130434783","29.602888086642597"
"VS_table","75.0","39.285714285714285","53.48837209302325"
"VD_ocr","75.28089887640449","51.162790697674424","51.162790697674424"
"VD_figure","66.25","51.21951219512195","33.33333333333333"
"VS_chart","76.15384615384615","42.5","63.1578947368421"
"VS_ocr","53.70370370370371","26.923076923076923","11.11111111111111"
"VD_illusion","64.58333333333334","40.32258064516129","31.944444444444443"
"VD_video","50.0","12.5","11.594202898550725"
"VD_math","56.481481481481474","19.444444444444446","29.629629629629626"
"VS_map","57.8125","31.818181818181817","18.75"


{
    "Text Recognition": 235,
    "Scene Text-centric VQA": 174,
    "Doc-oriented VQA": 158,
    "Key Information Extraction": 162,
    "Handwritten Mathematical Expression Recognition": 64,
    "Final Score": 793,
    "Final Score Norm": 79.3
}

result of lmdeploy:

"split","aAcc","fAcc","qAcc"
"Overall","63.512092534174556","36.70520231213873","35.604395604395606"
"VD","60.06768189509306","36.52173913043478","28.880866425992778"
"VS","69.16666666666667","37.06896551724138","46.06741573033708"
"VD_ocr","74.15730337078652","51.162790697674424","48.837209302325576"
"VD_video","49.411764705882355","18.75","8.695652173913043"
"VD_math","53.70370370370371","19.444444444444446","27.77777777777778"
"VS_ocr","53.70370370370371","26.923076923076923","11.11111111111111"
"VS_table","75.0","39.285714285714285","53.48837209302325"
"VS_chart","76.92307692307693","45.0","65.78947368421053"
"VS_map","56.25","31.818181818181817","18.75"
"VD_figure","67.5","51.21951219512195","35.8974358974359"
"VD_illusion","64.58333333333334","40.32258064516129","33.33333333333333"


{
    "Text Recognition": 234,
    "Scene Text-centric VQA": 174,
    "Doc-oriented VQA": 157,
    "Key Information Extraction": 165,
    "Handwritten Mathematical Expression Recognition": 66,
    "Final Score": 796,
    "Final Score Norm": 79.6
}