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Update product-function similarity checkpoint and concise model card
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{
"consoles": {
"products": [
"ps5",
"playstation 3",
"wii",
"nintendo switch oled",
"sticker nintendo switch",
"naruto ultimate ninja"
],
"same_type_indices": [
0,
1,
2,
3
],
"contrast_index": 4,
"similarities": [
[
1.0000001192092896,
0.8629862070083618,
0.7244985103607178,
0.6863471865653992,
0.4104842245578766,
0.348721981048584
],
[
0.8629862070083618,
1.0,
0.7635881900787354,
0.7316844463348389,
0.44447582960128784,
0.297852486371994
],
[
0.7244985103607178,
0.7635881900787354,
1.000000238418579,
0.7813860774040222,
0.47669610381126404,
0.3473331034183502
],
[
0.6863471865653992,
0.7316844463348389,
0.7813860774040222,
1.0,
0.5764724016189575,
0.3486233949661255
],
[
0.4104842245578766,
0.44447582960128784,
0.47669610381126404,
0.5764724016189575,
0.9999998807907104,
0.28555166721343994
],
[
0.348721981048584,
0.297852486371994,
0.3473331034183502,
0.3486233949661255,
0.28555166721343994,
0.9999997615814209
]
],
"min_same_type_cosine": 0.6863471865653992,
"max_contrast_cosine": 0.5764724016189575,
"ordering_pass": true,
"margin": 0.10987478494644165
},
"phones": {
"products": [
"Apple iPhone 13 smartphone",
"Samsung Galaxy S21 smartphone",
"Google Pixel 6 smartphone",
"Protective case for Samsung Galaxy S21"
],
"same_type_indices": [
0,
1,
2
],
"contrast_index": 3,
"similarities": [
[
1.0,
0.8741918802261353,
0.8973511457443237,
0.11750806868076324
],
[
0.8741918802261353,
0.9999999403953552,
0.9346611499786377,
0.1243891566991806
],
[
0.8973511457443237,
0.9346611499786377,
0.9999998807907104,
0.12338785827159882
],
[
0.11750806868076324,
0.1243891566991806,
0.12338785827159882,
1.000000238418579
]
],
"min_same_type_cosine": 0.8741918802261353,
"max_contrast_cosine": 0.1243891566991806,
"ordering_pass": true,
"margin": 0.7498027235269547
},
"laptops": {
"products": [
"ASUS laptop computer",
"Apple MacBook Air laptop",
"Lenovo ThinkPad laptop",
"65W laptop charger"
],
"same_type_indices": [
0,
1,
2
],
"contrast_index": 3,
"similarities": [
[
1.0000003576278687,
0.927545428276062,
0.8521203398704529,
0.118956059217453
],
[
0.927545428276062,
1.0,
0.8487429618835449,
0.130229651927948
],
[
0.8521203398704529,
0.8487429618835449,
1.0000001192092896,
0.1119147390127182
],
[
0.118956059217453,
0.130229651927948,
0.1119147390127182,
1.0
]
],
"min_same_type_cosine": 0.8487429618835449,
"max_contrast_cosine": 0.130229651927948,
"ordering_pass": true,
"margin": 0.7185133099555969
},
"footwear": {
"products": [
"Nike running shoes",
"Adidas running shoes",
"Brooks running shoes",
"Nike cotton t-shirt"
],
"same_type_indices": [
0,
1,
2
],
"contrast_index": 3,
"similarities": [
[
1.0,
0.9955270886421204,
0.9913436770439148,
0.07657626271247864
],
[
0.9955270886421204,
1.0,
0.993928074836731,
0.0914757028222084
],
[
0.9913436770439148,
0.993928074836731,
1.0,
0.07082120329141617
],
[
0.07657626271247864,
0.0914757028222084,
0.07082120329141617,
1.000000238418579
]
],
"min_same_type_cosine": 0.9913436770439148,
"max_contrast_cosine": 0.0914757028222084,
"ordering_pass": true,
"margin": 0.8998679742217064
},
"kitchen": {
"products": [
"DeLonghi espresso machine",
"Philips coffee maker",
"Krups coffee machine",
"Stainless steel electric kettle"
],
"same_type_indices": [
0,
1,
2
],
"contrast_index": 3,
"similarities": [
[
0.9999998211860657,
0.872557520866394,
0.8660846948623657,
0.38212132453918457
],
[
0.872557520866394,
0.9999999403953552,
0.9823188781738281,
0.35910871624946594
],
[
0.8660846948623657,
0.9823188781738281,
1.000000238418579,
0.34682920575141907
],
[
0.38212132453918457,
0.35910871624946594,
0.34682920575141907,
0.9999998807907104
]
],
"min_same_type_cosine": 0.8660846948623657,
"max_contrast_cosine": 0.38212132453918457,
"ordering_pass": true,
"margin": 0.48396337032318115
}
}