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button.js
ADDED
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var btn_evalTable = document.getElementById("btn_evalTable");
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var btn_about = document.getElementById("btn_about");
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var btn_plot = document.getElementById("btn_plot");
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var btn_submit = document.getElementById("btn_submit");
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var sec_evalTable = document.getElementById("sec_evalTable");
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var sec_about = document.getElementById("sec_about");
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var sec_plot = document.getElementById("sec_plot")
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var sec_submit = document.getElementById("sec_submit");
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btn_evalTable.addEventListener("click", function() {
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sec_evalTable.style.display = "block";
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sec_plot.style.display = "none";
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sec_about.style.display = "none";
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sec_submit.style.display = "none";
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btn_evalTable.style.color = "#000000";
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btn_plot.style.color = "#7c7b7b";
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btn_about.style.color = "#7c7b7b";
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btn_submit.style.color = "#7c7b7b";
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});
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btn_about.addEventListener("click", function() {
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sec_evalTable.style.display = "none";
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sec_plot.style.display = "none";
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sec_about.style.display = "block";
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sec_submit.style.display = "none";
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btn_evalTable.style.color = "#7c7b7b";
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btn_plot.style.color = "#7c7b7b";
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btn_about.style.color = "#000000";
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btn_submit.style.color = "#7c7b7b";
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});
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btn_plot.addEventListener("click", function() {
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sec_evalTable.style.display = "none";
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sec_plot.style.display = "block";
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sec_about.style.display = "none";
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sec_submit.style.display = "none";
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btn_evalTable.style.color = "#7c7b7b";
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btn_plot.style.color = "#000000";
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btn_about.style.color = "#7c7b7b";
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btn_submit.style.color = "#7c7b7b";
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});
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btn_submit.addEventListener("click", function() {
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sec_evalTable.style.display = "none";
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sec_plot.style.display = "none";
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sec_about.style.display = "none";
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sec_submit.style.display = "block";
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btn_evalTable.style.color = "#7c7b7b";
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btn_plot.style.color = "#7c7b7b";
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btn_about.style.color = "#7c7b7b";
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btn_submit.style.color = "#000000";
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});
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chart.js
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| 1 |
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var Chart = echarts.init(document.getElementById('sec_plot__chart1'));
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| 2 |
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var Chart2 = echarts.init(document.getElementById('sec_plot__chart2'));
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| 3 |
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var dataset = [
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| 4 |
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{
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| 5 |
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name: 'GPT-3.5-turbo-1103',
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| 6 |
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MGI: 0.2326,
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| 7 |
+
temp0_HumanEval: 0.7439,
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| 8 |
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temp0_HumanEval_ET: 0.5915,
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| 9 |
+
temp0_8_HumanEval: 0.7248,
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| 10 |
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temp0_8_HumanEval_ET: 0.5778,
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| 11 |
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},
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| 12 |
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{
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| 13 |
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name: 'GPT-3.5-turbo-0613',
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| 14 |
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MGI: 0.1314,
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| 15 |
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temp0_HumanEval: 0.6585,
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| 16 |
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temp0_HumanEval_ET: 0.5122,
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| 17 |
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temp0_8_HumanEval: 0.612,
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| 18 |
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temp0_8_HumanEval_ET: 0.4776,
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| 19 |
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},
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| 20 |
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{
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| 21 |
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name: 'CodeGeeX4-All-9B',
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| 22 |
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MGI: 0.5182,
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| 23 |
+
temp0_HumanEval: 0.7805,
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| 24 |
+
temp0_HumanEval_ET: 0.622,
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| 25 |
+
temp0_8_HumanEval: 0.7606,
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| 26 |
+
temp0_8_HumanEval_ET: 0.6078,
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| 27 |
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},
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| 28 |
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{
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| 29 |
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name: 'Deepseek-Coder-6.7b-base',
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| 30 |
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MGI: 0.0602,
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| 31 |
+
temp0_HumanEval: 0.4817,
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| 32 |
+
temp0_HumanEval_ET: 0.3963,
|
| 33 |
+
temp0_8_HumanEval: 0.3388,
|
| 34 |
+
temp0_8_HumanEval_ET: 0.2798,
|
| 35 |
+
},
|
| 36 |
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{
|
| 37 |
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name: 'Deepseek-Coder-6.7b-instruct',
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| 38 |
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MGI: 0.0893,
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| 39 |
+
temp0_HumanEval: 0.7134,
|
| 40 |
+
temp0_HumanEval_ET: 0.628,
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| 41 |
+
temp0_8_HumanEval: 0.6494,
|
| 42 |
+
temp0_8_HumanEval_ET: 0.5673,
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| 43 |
+
},
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| 44 |
+
{
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| 45 |
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name: 'CodeLlama-7b',
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| 46 |
+
MGI: 0.0417,
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| 47 |
+
temp0_HumanEval: 0.311,
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| 48 |
+
temp0_HumanEval_ET: 0.2378,
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| 49 |
+
temp0_8_HumanEval: 0.2211,
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| 50 |
+
temp0_8_HumanEval_ET: 0.1832,
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| 51 |
+
},
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| 52 |
+
{
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| 53 |
+
name: 'CodeLlama-7b-python',
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| 54 |
+
MGI: 0.0525,
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| 55 |
+
temp0_HumanEval: 0.3841,
|
| 56 |
+
temp0_HumanEval_ET: 0.3354,
|
| 57 |
+
temp0_8_HumanEval: 0.3062,
|
| 58 |
+
temp0_8_HumanEval_ET: 0.2568,
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
name: 'CodeLlama-7b-instruct',
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| 62 |
+
MGI: 0.0908,
|
| 63 |
+
temp0_HumanEval: 0.3537,
|
| 64 |
+
temp0_HumanEval_ET: 0.2988,
|
| 65 |
+
temp0_8_HumanEval: 0.2876,
|
| 66 |
+
temp0_8_HumanEval_ET: 0.2455,
|
| 67 |
+
},
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| 68 |
+
{
|
| 69 |
+
name: 'CodeGemma-2b',
|
| 70 |
+
MGI: 0.0112,
|
| 71 |
+
temp0_HumanEval: 0.3537,
|
| 72 |
+
temp0_HumanEval_ET: 0.2805,
|
| 73 |
+
temp0_8_HumanEval: 0.2161,
|
| 74 |
+
temp0_8_HumanEval_ET: 0.1771,
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| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
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name: 'CodeGemma-7b',
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| 78 |
+
MGI: 0.0548,
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| 79 |
+
temp0_HumanEval: 0.4329,
|
| 80 |
+
temp0_HumanEval_ET: 0.3537,
|
| 81 |
+
temp0_8_HumanEval: 0.3316,
|
| 82 |
+
temp0_8_HumanEval_ET: 0.2779,
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| 83 |
+
},
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| 84 |
+
{
|
| 85 |
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name: 'AixCoder3-7b-base',
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| 86 |
+
MGI: 0.0578,
|
| 87 |
+
temp0_HumanEval: 0.5427,
|
| 88 |
+
temp0_HumanEval_ET: 0.4451,
|
| 89 |
+
temp0_8_HumanEval: 0.4545,
|
| 90 |
+
temp0_8_HumanEval_ET: 0.3826,
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
name: 'CodeQwen1.5-7b',
|
| 94 |
+
MGI: 0.0361,
|
| 95 |
+
temp0_HumanEval: 0.439,
|
| 96 |
+
temp0_HumanEval_ET: 0.3841,
|
| 97 |
+
temp0_8_HumanEval: 0.3884,
|
| 98 |
+
temp0_8_HumanEval_ET: 0.3279,
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
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name: 'Starcoder2-7b',
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| 102 |
+
MGI: 0.0579,
|
| 103 |
+
temp0_HumanEval: 0.3659,
|
| 104 |
+
temp0_HumanEval_ET: 0.3232,
|
| 105 |
+
temp0_8_HumanEval: 0.2905,
|
| 106 |
+
temp0_8_HumanEval_ET: 0.2438,
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
name: 'Starcoder2-15b',
|
| 110 |
+
MGI: 0.0552,
|
| 111 |
+
temp0_HumanEval: 0.4695,
|
| 112 |
+
temp0_HumanEval_ET: 0.4024,
|
| 113 |
+
temp0_8_HumanEval: 0.3406,
|
| 114 |
+
temp0_8_HumanEval_ET: 0.2795,
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
name: 'CodeLlama-13b',
|
| 118 |
+
MGI: 0.0412,
|
| 119 |
+
temp0_HumanEval: 0.3415,
|
| 120 |
+
temp0_HumanEval_ET: 0.2927,
|
| 121 |
+
temp0_8_HumanEval: 0.2405,
|
| 122 |
+
temp0_8_HumanEval_ET: 0.2015,
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
name: 'CodeLlama-34b',
|
| 126 |
+
MGI: 0.0651,
|
| 127 |
+
temp0_HumanEval: 0.4817,
|
| 128 |
+
temp0_HumanEval_ET: 0.4146,
|
| 129 |
+
temp0_8_HumanEval: 0.3478,
|
| 130 |
+
temp0_8_HumanEval_ET: 0.2906,
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
name: 'CodeLlama-70b',
|
| 134 |
+
MGI: 0.0523,
|
| 135 |
+
temp0_HumanEval: 0.5244,
|
| 136 |
+
temp0_HumanEval_ET: 0.4512,
|
| 137 |
+
temp0_8_HumanEval: 0.4317,
|
| 138 |
+
temp0_8_HumanEval_ET: 0.3615,
|
| 139 |
+
},
|
| 140 |
+
]
|
| 141 |
+
let ymins = new Array(0.27, 0.16, 0.21, 0.14)
|
| 142 |
+
let titleText = [
|
| 143 |
+
'Memorization-Generalization Index VS HumanEval(temp = 0)',
|
| 144 |
+
'Memorization-Generalization Index VS HumanEval(temp = 0.8)',
|
| 145 |
+
'Memorization-Generalization Index VS HumanEval-ET(temp = 0)',
|
| 146 |
+
'Memorization-Generalization Index VS HumanEval-ET(temp = 0.8)'
|
| 147 |
+
]
|
| 148 |
+
let options = new Array(4)
|
| 149 |
+
for(let i = 0; i < 4; i++){
|
| 150 |
+
options[i] = {
|
| 151 |
+
series: [
|
| 152 |
+
{ name: 'GPT-3.5-turbo-1103' },
|
| 153 |
+
{ name: 'GPT-3.5-turbo-0613' },
|
| 154 |
+
{ name: 'CodeGeeX4-All-9B' },
|
| 155 |
+
{ name: 'Deepseek-Coder-6.7b-base' },
|
| 156 |
+
{ name: 'Deepseek-Coder-6.7b-instruct' },
|
| 157 |
+
{ name: 'CodeLlama-7b' },
|
| 158 |
+
{ name: 'CodeLlama-7b-python' },
|
| 159 |
+
{ name: 'CodeLlama-7b-instruct' },
|
| 160 |
+
{ name: 'CodeGemma-2b' },
|
| 161 |
+
{ name: 'CodeGemma-7b' },
|
| 162 |
+
{ name: 'AixCoder3-7b-base' },
|
| 163 |
+
{ name: 'CodeQwen1.5-7b' },
|
| 164 |
+
{ name: 'Starcoder2-7b' },
|
| 165 |
+
{ name: 'Starcoder2-15b' },
|
| 166 |
+
{ name: 'CodeLlama-13b' },
|
| 167 |
+
{ name: 'CodeLlama-34b' },
|
| 168 |
+
{ name: 'CodeLlama-70b' }
|
| 169 |
+
],
|
| 170 |
+
grid: {
|
| 171 |
+
show: true,
|
| 172 |
+
top: '15%',
|
| 173 |
+
left: '12%',
|
| 174 |
+
right: '45%',
|
| 175 |
+
borderColor: 'transparent',
|
| 176 |
+
backgroundColor: '#eff1f7'
|
| 177 |
+
},
|
| 178 |
+
legend: {
|
| 179 |
+
right: 95,
|
| 180 |
+
bottom: '11%',
|
| 181 |
+
orient: 'vertical',
|
| 182 |
+
icon: 'diamond',
|
| 183 |
+
itemWidth: 14,
|
| 184 |
+
itemHeight: 14,
|
| 185 |
+
textStyle: {
|
| 186 |
+
fontSize: 14.5,
|
| 187 |
+
color: '#5876fa'
|
| 188 |
+
},
|
| 189 |
+
},
|
| 190 |
+
title: {
|
| 191 |
+
show: true,
|
| 192 |
+
text: '',
|
| 193 |
+
left: 'center',
|
| 194 |
+
textStyle: {
|
| 195 |
+
fontFamily: "Arial",
|
| 196 |
+
fontSize: 20,
|
| 197 |
+
fontWeight: 'normal'
|
| 198 |
+
},
|
| 199 |
+
top: 25
|
| 200 |
+
},
|
| 201 |
+
tooltip: {
|
| 202 |
+
trigger: 'item',
|
| 203 |
+
},
|
| 204 |
+
xAxis: {
|
| 205 |
+
name: 'Memorization-Generalization Index',
|
| 206 |
+
nameLocation: 'middle',
|
| 207 |
+
nameGap: 32,
|
| 208 |
+
nameTextStyle: {
|
| 209 |
+
fontSize: 15,
|
| 210 |
+
fontFamily: 'Arial',
|
| 211 |
+
},
|
| 212 |
+
min: -0.08,
|
| 213 |
+
axisLabel: {
|
| 214 |
+
showMinLabel: false
|
| 215 |
+
},
|
| 216 |
+
splitLine: {
|
| 217 |
+
show: true,
|
| 218 |
+
lineStyle: {
|
| 219 |
+
color: 'white'
|
| 220 |
+
}
|
| 221 |
+
},
|
| 222 |
+
axisTick:{
|
| 223 |
+
show:false
|
| 224 |
+
},
|
| 225 |
+
axisLine: {
|
| 226 |
+
show: false,
|
| 227 |
+
},
|
| 228 |
+
},
|
| 229 |
+
yAxis: {
|
| 230 |
+
name: '',
|
| 231 |
+
nameLocation: 'middle',
|
| 232 |
+
nameGap: 40,
|
| 233 |
+
nameTextStyle: {
|
| 234 |
+
fontSize: 16,
|
| 235 |
+
fontFamily: 'Arial',
|
| 236 |
+
},
|
| 237 |
+
type: 'value',
|
| 238 |
+
axisLabel: {
|
| 239 |
+
showMinLabel: false
|
| 240 |
+
},
|
| 241 |
+
splitLine: {
|
| 242 |
+
show: true,
|
| 243 |
+
lineStyle: {
|
| 244 |
+
color: 'white'
|
| 245 |
+
}
|
| 246 |
+
},
|
| 247 |
+
axisTick:{
|
| 248 |
+
show:false
|
| 249 |
+
},
|
| 250 |
+
axisLine: {
|
| 251 |
+
show: false,
|
| 252 |
+
},
|
| 253 |
+
},
|
| 254 |
+
};
|
| 255 |
+
options[i].title.text = titleText[i]
|
| 256 |
+
options[i].tooltip.formatter = (
|
| 257 |
+
i < 2 ? function(params) {
|
| 258 |
+
return params.marker +
|
| 259 |
+
`<span style="color: ${params.color}; text-decoration: underline">` + params.seriesName + '</span>' +
|
| 260 |
+
'<br/><br/>MGI: ' + params.data[0] +
|
| 261 |
+
'<br/>HumanEval: ' + params.data[1] +
|
| 262 |
+
'<br/>HumanEval-ET: ' + params.data[2];
|
| 263 |
+
}
|
| 264 |
+
: function(params) {
|
| 265 |
+
return params.marker +
|
| 266 |
+
`<span style="color: ${params.color}; text-decoration: underline">` + params.seriesName + '</span>' +
|
| 267 |
+
'<br/><br/>MGI: ' + params.data[0] +
|
| 268 |
+
'<br/>HumanEval-ET: ' + params.data[1] +
|
| 269 |
+
'<br/>HumanEval: ' + params.data[2];
|
| 270 |
+
}
|
| 271 |
+
)
|
| 272 |
+
options[i].yAxis.name = (
|
| 273 |
+
i < 2 ? 'HumanEval'
|
| 274 |
+
: 'HumanEval-ET'
|
| 275 |
+
)
|
| 276 |
+
options[i].yAxis.min = ymins[i]
|
| 277 |
+
}
|
| 278 |
+
|
| 279 |
+
for(let i = 0; i < dataset.length; i++){
|
| 280 |
+
options[0].series[i].data = [[dataset[i].MGI, dataset[i].temp0_HumanEval,dataset[i].temp0_HumanEval_ET]]
|
| 281 |
+
options[1].series[i].data = [[dataset[i].MGI, dataset[i].temp0_8_HumanEval, dataset[i].temp0_8_HumanEval_ET]]
|
| 282 |
+
options[2].series[i].data = [[dataset[i].MGI, dataset[i].temp0_HumanEval_ET,dataset[i].temp0_HumanEval]]
|
| 283 |
+
options[3].series[i].data = [[dataset[i].MGI, dataset[i].temp0_8_HumanEval_ET, dataset[i].temp0_8_HumanEval]]
|
| 284 |
+
}
|
| 285 |
+
|
| 286 |
+
for(let i = 0; i < 4; i++){
|
| 287 |
+
for(let j = 0; j < dataset.length; ++j){
|
| 288 |
+
options[i].series[j].type = 'scatter'
|
| 289 |
+
options[i].series[j].symbol = 'diamond'
|
| 290 |
+
}
|
| 291 |
+
}
|
| 292 |
+
|
| 293 |
+
function setSymbolSize() {
|
| 294 |
+
for (var i = 0; i < dataset.length; i++) {
|
| 295 |
+
if(dataset[i].MGI < 0.1 && dataset[i].temp0_HumanEval > 0.5){
|
| 296 |
+
options[0].series[i].symbolSize = 50
|
| 297 |
+
options[1].series[i].symbolSize = 50
|
| 298 |
+
}
|
| 299 |
+
else if(dataset[i].temp0_HumanEval > 0.43 && dataset[i].temp0_HumanEval < 0.75){
|
| 300 |
+
options[0].series[i].symbolSize = 30
|
| 301 |
+
options[1].series[i].symbolSize = 30
|
| 302 |
+
}
|
| 303 |
+
else if(dataset[i].MGI < 0.015 || dataset[i].temp0_HumanEval > 0.38){
|
| 304 |
+
options[0].series[i].symbolSize = 20
|
| 305 |
+
options[1].series[i].symbolSize = 20
|
| 306 |
+
}
|
| 307 |
+
else {
|
| 308 |
+
options[0].series[i].symbolSize = 13
|
| 309 |
+
options[1].series[i].symbolSize = 13
|
| 310 |
+
}
|
| 311 |
+
}
|
| 312 |
+
for (var i = 0; i < dataset.length; i++) {
|
| 313 |
+
if(dataset[i].MGI < 0.1 && dataset[i].temp0_HumanEval_ET > 0.5){
|
| 314 |
+
options[2].series[i].symbolSize = 50
|
| 315 |
+
options[3].series[i].symbolSize = 50
|
| 316 |
+
}
|
| 317 |
+
else if(dataset[i].temp0_HumanEval_ET > 0.43 && dataset[i].temp0_HumanEval_ET < 0.75){
|
| 318 |
+
options[2].series[i].symbolSize = 30
|
| 319 |
+
options[3].series[i].symbolSize = 30
|
| 320 |
+
}
|
| 321 |
+
else if(dataset[i].MGI < 0.015 || dataset[i].temp0_HumanEval_ET > 0.38){
|
| 322 |
+
options[2].series[i].symbolSize = 20
|
| 323 |
+
options[3].series[i].symbolSize = 20
|
| 324 |
+
}
|
| 325 |
+
else {
|
| 326 |
+
options[2].series[i].symbolSize = 13
|
| 327 |
+
options[3].series[i].symbolSize = 13
|
| 328 |
+
}
|
| 329 |
+
}
|
| 330 |
+
}
|
| 331 |
+
setSymbolSize()
|
| 332 |
+
|
| 333 |
+
Chart.setOption(options[0])
|
| 334 |
+
Chart2.setOption(options[1])
|
| 335 |
+
|
| 336 |
+
|
| 337 |
+
// button and span
|
| 338 |
+
var btn_temp0_HumanEval = document.getElementById('btn_temp0_HumanEval')
|
| 339 |
+
var btn_temp0_HumanEval_ET = document.getElementById('btn_temp0_HumanEval_ET')
|
| 340 |
+
var btn_temp0_8_HumanEval = document.getElementById('btn_temp0_8_HumanEval')
|
| 341 |
+
var btn_temp0_8_HumanEval_ET = document.getElementById('btn_temp0_8_HumanEval_ET')
|
| 342 |
+
|
| 343 |
+
|
| 344 |
+
|
| 345 |
+
var span_temp0_HumanEval = document.getElementById('span_temp0_HumanEval')
|
| 346 |
+
var span_temp0_HumanEval_ET = document.getElementById('span_temp0_HumanEval_ET')
|
| 347 |
+
var span_temp0_8_HumanEval = document.getElementById('span_temp0_8_HumanEval')
|
| 348 |
+
var span_temp0_8_HumanEval_ET = document.getElementById('span_temp0_8_HumanEval_ET')
|
| 349 |
+
|
| 350 |
+
btn_temp0_HumanEval.addEventListener("click", function() {
|
| 351 |
+
Chart.setOption(options[0])
|
| 352 |
+
btn_temp0_HumanEval.style.backgroundColor = '#386df4'
|
| 353 |
+
span_temp0_HumanEval.style.color = '#386df4'
|
| 354 |
+
btn_temp0_HumanEval_ET.style.backgroundColor = '#d3d3d3'
|
| 355 |
+
span_temp0_HumanEval_ET.style.color = '#d3d3d3'
|
| 356 |
+
})
|
| 357 |
+
span_temp0_HumanEval.addEventListener("click", function() {
|
| 358 |
+
Chart.setOption(options[0]);
|
| 359 |
+
btn_temp0_HumanEval.style.backgroundColor = '#386df4'
|
| 360 |
+
span_temp0_HumanEval.style.color = '#386df4'
|
| 361 |
+
btn_temp0_HumanEval_ET.style.backgroundColor = '#d3d3d3'
|
| 362 |
+
span_temp0_HumanEval_ET.style.color = '#d3d3d3'
|
| 363 |
+
})
|
| 364 |
+
|
| 365 |
+
btn_temp0_HumanEval_ET.addEventListener("click", function() {
|
| 366 |
+
Chart.setOption(options[2])
|
| 367 |
+
btn_temp0_HumanEval.style.backgroundColor = '#d3d3d3'
|
| 368 |
+
span_temp0_HumanEval.style.color = '#d3d3d3'
|
| 369 |
+
btn_temp0_HumanEval_ET.style.backgroundColor = '#386df4'
|
| 370 |
+
span_temp0_HumanEval_ET.style.color = '#386df4'
|
| 371 |
+
})
|
| 372 |
+
span_temp0_HumanEval_ET.addEventListener("click", function() {
|
| 373 |
+
Chart.setOption(options[2])
|
| 374 |
+
btn_temp0_HumanEval.style.backgroundColor = '#d3d3d3'
|
| 375 |
+
span_temp0_HumanEval.style.color = '#d3d3d3'
|
| 376 |
+
btn_temp0_HumanEval_ET.style.backgroundColor = '#386df4'
|
| 377 |
+
span_temp0_HumanEval_ET.style.color = '#386df4'
|
| 378 |
+
})
|
| 379 |
+
|
| 380 |
+
btn_temp0_8_HumanEval.addEventListener("click", function() {
|
| 381 |
+
Chart2.setOption(options[1])
|
| 382 |
+
btn_temp0_8_HumanEval.style.backgroundColor = '#386df4'
|
| 383 |
+
span_temp0_8_HumanEval.style.color = '#386df4'
|
| 384 |
+
btn_temp0_8_HumanEval_ET.style.backgroundColor = '#d3d3d3'
|
| 385 |
+
span_temp0_8_HumanEval_ET.style.color = '#d3d3d3'
|
| 386 |
+
})
|
| 387 |
+
span_temp0_8_HumanEval.addEventListener("click", function() {
|
| 388 |
+
Chart2.setOption(options[1]);
|
| 389 |
+
btn_temp0_8_HumanEval.style.backgroundColor = '#386df4'
|
| 390 |
+
span_temp0_8_HumanEval.style.color = '#386df4'
|
| 391 |
+
btn_temp0_8_HumanEval_ET.style.backgroundColor = '#d3d3d3'
|
| 392 |
+
span_temp0_8_HumanEval_ET.style.color = '#d3d3d3'
|
| 393 |
+
})
|
| 394 |
+
|
| 395 |
+
btn_temp0_8_HumanEval_ET.addEventListener("click", function() {
|
| 396 |
+
Chart2.setOption(options[3])
|
| 397 |
+
btn_temp0_8_HumanEval.style.backgroundColor = '#d3d3d3'
|
| 398 |
+
span_temp0_8_HumanEval.style.color = '#d3d3d3'
|
| 399 |
+
btn_temp0_8_HumanEval_ET.style.backgroundColor = '#386df4'
|
| 400 |
+
span_temp0_8_HumanEval_ET.style.color = '#386df4'
|
| 401 |
+
})
|
| 402 |
+
span_temp0_8_HumanEval_ET.addEventListener("click", function() {
|
| 403 |
+
Chart2.setOption(options[3])
|
| 404 |
+
btn_temp0_8_HumanEval.style.backgroundColor = '#d3d3d3'
|
| 405 |
+
span_temp0_8_HumanEval.style.color = '#d3d3d3'
|
| 406 |
+
btn_temp0_8_HumanEval_ET.style.backgroundColor = '#386df4'
|
| 407 |
+
span_temp0_8_HumanEval_ET.style.color = '#386df4'
|
| 408 |
+
})
|
table.js
ADDED
|
@@ -0,0 +1,274 @@
|
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|
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|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
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|
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|
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|
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|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
| 1 |
+
const models = [
|
| 2 |
+
{
|
| 3 |
+
name: 'GPT-3.5-turbo-1103',
|
| 4 |
+
MGI: 0.2326,
|
| 5 |
+
temp0_HumanEval: 0.7439,
|
| 6 |
+
temp0_HumanEval_ET: 0.5915,
|
| 7 |
+
temp0_8_HumanEval: 0.7248,
|
| 8 |
+
temp0_8_HumanEval_ET: 0.5778,
|
| 9 |
+
link: 'https://platform.openai.com/docs/models/gpt-3-5-turbo',
|
| 10 |
+
},
|
| 11 |
+
{
|
| 12 |
+
name: 'GPT-3.5-turbo-0613',
|
| 13 |
+
MGI: 0.1314,
|
| 14 |
+
temp0_HumanEval: 0.6585,
|
| 15 |
+
temp0_HumanEval_ET: 0.5122,
|
| 16 |
+
temp0_8_HumanEval: 0.612,
|
| 17 |
+
temp0_8_HumanEval_ET: 0.4776,
|
| 18 |
+
link: 'https://platform.openai.com/docs/models/gpt-3-5-turbo',
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
name: 'CodeGeeX4-All-9B',
|
| 22 |
+
MGI: 0.5182,
|
| 23 |
+
temp0_HumanEval: 0.7805,
|
| 24 |
+
temp0_HumanEval_ET: 0.622,
|
| 25 |
+
temp0_8_HumanEval: 0.7606,
|
| 26 |
+
temp0_8_HumanEval_ET: 0.6078,
|
| 27 |
+
link: 'https://huggingface.co/THUDM/codegeex4-all-9b',
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
name: 'Deepseek-Coder-6.7b',
|
| 31 |
+
MGI: 0.0602,
|
| 32 |
+
temp0_HumanEval: 0.4817,
|
| 33 |
+
temp0_HumanEval_ET: 0.3963,
|
| 34 |
+
temp0_8_HumanEval: 0.3388,
|
| 35 |
+
temp0_8_HumanEval_ET: 0.2798,
|
| 36 |
+
link: 'https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base',
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
name: 'Deepseek-Coder-6.7b-instruct',
|
| 40 |
+
MGI: 0.0893,
|
| 41 |
+
temp0_HumanEval: 0.7134,
|
| 42 |
+
temp0_HumanEval_ET: 0.628,
|
| 43 |
+
temp0_8_HumanEval: 0.6494,
|
| 44 |
+
temp0_8_HumanEval_ET: 0.5673,
|
| 45 |
+
link: 'https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct'
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
name: 'CodeLlama-7b',
|
| 49 |
+
MGI: 0.0417,
|
| 50 |
+
temp0_HumanEval: 0.311,
|
| 51 |
+
temp0_HumanEval_ET: 0.2378,
|
| 52 |
+
temp0_8_HumanEval: 0.2211,
|
| 53 |
+
temp0_8_HumanEval_ET: 0.1832,
|
| 54 |
+
link: 'https://huggingface.co/codellama/CodeLlama-7b-hf'
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
name: 'CodeLlama-7b-python',
|
| 58 |
+
MGI: 0.0525,
|
| 59 |
+
temp0_HumanEval: 0.3841,
|
| 60 |
+
temp0_HumanEval_ET: 0.3354,
|
| 61 |
+
temp0_8_HumanEval: 0.3062,
|
| 62 |
+
temp0_8_HumanEval_ET: 0.2568,
|
| 63 |
+
link: 'https://huggingface.co/codellama/CodeLlama-7b-Python-hf'
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
name: 'CodeLlama-7b-instruct',
|
| 67 |
+
MGI: 0.0908,
|
| 68 |
+
temp0_HumanEval: 0.3537,
|
| 69 |
+
temp0_HumanEval_ET: 0.2988,
|
| 70 |
+
temp0_8_HumanEval: 0.2876,
|
| 71 |
+
temp0_8_HumanEval_ET: 0.2455,
|
| 72 |
+
link: 'https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf'
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
name: 'CodeGemma-2b',
|
| 76 |
+
MGI: 0.0112,
|
| 77 |
+
temp0_HumanEval: 0.3537,
|
| 78 |
+
temp0_HumanEval_ET: 0.2805,
|
| 79 |
+
temp0_8_HumanEval: 0.2161,
|
| 80 |
+
temp0_8_HumanEval_ET: 0.1771,
|
| 81 |
+
link: 'https://huggingface.co/google/codegemma-2b',
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
name: 'CodeGemma-7b',
|
| 85 |
+
MGI: 0.0548,
|
| 86 |
+
temp0_HumanEval: 0.4329,
|
| 87 |
+
temp0_HumanEval_ET: 0.3537,
|
| 88 |
+
temp0_8_HumanEval: 0.3316,
|
| 89 |
+
temp0_8_HumanEval_ET: 0.2779,
|
| 90 |
+
link: 'https://huggingface.co/google/codegemma-7b',
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
name: 'AixCoder3-7b-base',
|
| 94 |
+
MGI: 0.0578,
|
| 95 |
+
temp0_HumanEval: 0.5427,
|
| 96 |
+
temp0_HumanEval_ET: 0.4451,
|
| 97 |
+
temp0_8_HumanEval: 0.4545,
|
| 98 |
+
temp0_8_HumanEval_ET: 0.3826,
|
| 99 |
+
link: 'https://github.com/aixcoder-plugin/aiXcoder-7B?ref=top.aibase.com',
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
name: 'CodeQwen1.5-7b',
|
| 103 |
+
MGI: 0.0361,
|
| 104 |
+
temp0_HumanEval: 0.439,
|
| 105 |
+
temp0_HumanEval_ET: 0.3841,
|
| 106 |
+
temp0_8_HumanEval: 0.3884,
|
| 107 |
+
temp0_8_HumanEval_ET: 0.3279,
|
| 108 |
+
link: 'https://huggingface.co/Qwen/CodeQwen1.5-7B',
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
name: 'Starcoder2-7b',
|
| 112 |
+
MGI: 0.0579,
|
| 113 |
+
temp0_HumanEval: 0.3659,
|
| 114 |
+
temp0_HumanEval_ET: 0.3232,
|
| 115 |
+
temp0_8_HumanEval: 0.2905,
|
| 116 |
+
temp0_8_HumanEval_ET: 0.2438,
|
| 117 |
+
link: 'https://huggingface.co/bigcode/starcoder2-7b',
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
name: 'Starcoder2-15b',
|
| 121 |
+
MGI: 0.0552,
|
| 122 |
+
temp0_HumanEval: 0.4695,
|
| 123 |
+
temp0_HumanEval_ET: 0.4024,
|
| 124 |
+
temp0_8_HumanEval: 0.3406,
|
| 125 |
+
temp0_8_HumanEval_ET: 0.2795,
|
| 126 |
+
link: 'https://huggingface.co/bigcode/starcoder2-15b',
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
name: 'CodeLlama-13b',
|
| 130 |
+
MGI: 0.0412,
|
| 131 |
+
temp0_HumanEval: 0.3415,
|
| 132 |
+
temp0_HumanEval_ET: 0.2927,
|
| 133 |
+
temp0_8_HumanEval: 0.2405,
|
| 134 |
+
temp0_8_HumanEval_ET: 0.2015,
|
| 135 |
+
link: 'https://huggingface.co/codellama/CodeLlama-13b-hf',
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
name: 'CodeLlama-34b',
|
| 139 |
+
MGI: 0.0651,
|
| 140 |
+
temp0_HumanEval: 0.4817,
|
| 141 |
+
temp0_HumanEval_ET: 0.4146,
|
| 142 |
+
temp0_8_HumanEval: 0.3478,
|
| 143 |
+
temp0_8_HumanEval_ET: 0.2906,
|
| 144 |
+
link: 'https://huggingface.co/codellama/CodeLlama-34b-hf',
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
name: 'CodeLlama-70b',
|
| 148 |
+
MGI: 0.0523,
|
| 149 |
+
temp0_HumanEval: 0.5244,
|
| 150 |
+
temp0_HumanEval_ET: 0.4512,
|
| 151 |
+
temp0_8_HumanEval: 0.4317,
|
| 152 |
+
temp0_8_HumanEval_ET: 0.3615,
|
| 153 |
+
link: 'https://huggingface.co/codellama/CodeLlama-70b-hf',
|
| 154 |
+
}
|
| 155 |
+
]
|
| 156 |
+
function renderRows(model) {
|
| 157 |
+
return `
|
| 158 |
+
<tr>
|
| 159 |
+
<td><a href=${model.link} target="_blank">${model.name}</a></td>
|
| 160 |
+
<td class="td_value">${model.MGI}</td>
|
| 161 |
+
<td class="td_value">${model.temp0_HumanEval}</td>
|
| 162 |
+
<td class="td_value">${model.temp0_HumanEval_ET}</td>
|
| 163 |
+
<td class="td_value">${model.temp0_8_HumanEval}</td>
|
| 164 |
+
<td class="td_value">${model.temp0_8_HumanEval_ET}</td>
|
| 165 |
+
</tr>
|
| 166 |
+
`
|
| 167 |
+
}
|
| 168 |
+
function renderTables() {
|
| 169 |
+
let html = ''
|
| 170 |
+
let rows = models.length + 1
|
| 171 |
+
html += `
|
| 172 |
+
<tr>
|
| 173 |
+
<td class="td_HumanEval" rowspan="${rows}">HumanEval</td>
|
| 174 |
+
</tr>
|
| 175 |
+
`
|
| 176 |
+
models.forEach(model => {
|
| 177 |
+
html += renderRows(model);
|
| 178 |
+
});
|
| 179 |
+
document.querySelector('tbody').innerHTML = html;
|
| 180 |
+
}
|
| 181 |
+
|
| 182 |
+
function adjustBackgroundColor() {
|
| 183 |
+
var evalTable = document.getElementById('evalTable');
|
| 184 |
+
var rows = evalTable.getElementsByTagName('tr');
|
| 185 |
+
for(var i = 0; i < rows.length; i++){
|
| 186 |
+
rows[i].style.backgroundColor = (i < 3 ? '#ffffff' : (i % 2 === 0 ? '#fbfbfb' : '#ffffff'));
|
| 187 |
+
}
|
| 188 |
+
}
|
| 189 |
+
|
| 190 |
+
renderTables()
|
| 191 |
+
adjustBackgroundColor()
|
| 192 |
+
|
| 193 |
+
document.querySelector('table').addEventListener('click', (e) => {
|
| 194 |
+
if (e.target.matches('button')) {
|
| 195 |
+
let direction = e.target.dataset.direction
|
| 196 |
+
let type = e.target.dataset.type
|
| 197 |
+
models.sort(orderBy(direction, type))
|
| 198 |
+
renderTables()
|
| 199 |
+
adjustBackgroundColor()
|
| 200 |
+
e.target.dataset.direction = (direction === 'asc' ? 'desc' : 'asc')
|
| 201 |
+
e.target.style.transform = (direction === 'asc' ? 'rotate(0deg)' : 'rotate(180deg)')
|
| 202 |
+
}
|
| 203 |
+
})
|
| 204 |
+
|
| 205 |
+
function orderBy(direction, type) {
|
| 206 |
+
return function (a, b) {
|
| 207 |
+
let comparision = 0
|
| 208 |
+
let value = (direction === 'desc' ? 1 : -1)
|
| 209 |
+
switch (type) {
|
| 210 |
+
case 'name':
|
| 211 |
+
if (a.name.toLowerCase() > b.name.toLowerCase()) {
|
| 212 |
+
comparision = value
|
| 213 |
+
} else {
|
| 214 |
+
comparision = value * -1
|
| 215 |
+
}
|
| 216 |
+
break;
|
| 217 |
+
case 'MGI':
|
| 218 |
+
if (a.MGI > b.MGI) {
|
| 219 |
+
comparision = value
|
| 220 |
+
} else {
|
| 221 |
+
comparision = value * -1
|
| 222 |
+
}
|
| 223 |
+
break;
|
| 224 |
+
case 'temp0_HumanEval':
|
| 225 |
+
if (a.temp0_HumanEval > b.temp0_HumanEval) {
|
| 226 |
+
comparision = value
|
| 227 |
+
} else {
|
| 228 |
+
comparision = value * -1
|
| 229 |
+
}
|
| 230 |
+
break;
|
| 231 |
+
case 'temp0_HumanEval_ET':
|
| 232 |
+
if (a.temp0_HumanEval_ET > b.temp0_HumanEval_ET) {
|
| 233 |
+
comparision = value
|
| 234 |
+
} else {
|
| 235 |
+
comparision = value * -1
|
| 236 |
+
}
|
| 237 |
+
break;
|
| 238 |
+
case 'temp0_8_HumanEval':
|
| 239 |
+
if (a.temp0_8_HumanEval > b.temp0_8_HumanEval) {
|
| 240 |
+
comparision = value
|
| 241 |
+
} else {
|
| 242 |
+
comparision = value * -1
|
| 243 |
+
}
|
| 244 |
+
break;
|
| 245 |
+
case 'temp0_8_HumanEval_ET':
|
| 246 |
+
if (a.temp0_8_HumanEval_ET > b.temp0_8_HumanEval_ET) {
|
| 247 |
+
comparision = value
|
| 248 |
+
} else {
|
| 249 |
+
comparision = value * -1
|
| 250 |
+
}
|
| 251 |
+
break;
|
| 252 |
+
}
|
| 253 |
+
return comparision
|
| 254 |
+
}
|
| 255 |
+
}
|
| 256 |
+
|
| 257 |
+
var btns = document.getElementsByClassName("button_sort");
|
| 258 |
+
|
| 259 |
+
function adjustBtnForm(event) {
|
| 260 |
+
var btn = event.target;
|
| 261 |
+
if (btn.classList.contains("button_sort")) {
|
| 262 |
+
btn.style.borderTop = '8px solid orange';
|
| 263 |
+
for (var i = 0; i < btns.length; i++) {
|
| 264 |
+
if (btns[i] !== btn) {
|
| 265 |
+
btns[i].style.borderTop = '8px solid #9a9a9a';
|
| 266 |
+
btns[i].style.transform = 'rotate(180deg)';
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
}
|
| 270 |
+
}
|
| 271 |
+
|
| 272 |
+
for (var i = 0; i < btns.length; i++) {
|
| 273 |
+
btns[i].addEventListener("click", adjustBtnForm);
|
| 274 |
+
}
|