Spaces:
Running
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Update space
Browse files- css_html.py +64 -0
- results.json +1106 -0
- text_content.py +45 -0
- utils.py +62 -0
css_html.py
ADDED
@@ -0,0 +1,64 @@
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+
custom_css = """
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#changelog-text {
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font-size: 16px !important;
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}
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#changelog-text h2 {
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font-size: 18px !important;
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}
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.markdown-text {
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font-size: 16px !important;
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}
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#models-to-add-text {
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font-size: 18px !important;
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}
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#citation-button span {
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font-size: 16px !important;
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}
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#citation-button textarea {
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font-size: 16px !important;
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}
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#citation-button > label > button {
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margin: 6px;
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transform: scale(1.3);
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}
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#leaderboard-table {
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margin-top: 15px
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}
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#leaderboard-table-lite {
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margin-top: 15px
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}
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#search-bar-table-box > div:first-child {
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background: none;
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border: none;
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}
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#search-bar {
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padding: 0px;
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}
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/* Hides the final AutoEvalColumn */
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#llm-benchmark-tab-table table td:last-child,
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#llm-benchmark-tab-table table th:last-child {
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display: none;
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}
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/* Limit the width of the first AutoEvalColumn so that names don't expand too much */
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table td:first-child,
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table th:first-child {
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max-width: 400px;
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overflow: auto;
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white-space: nowrap;
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}
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.tab-buttons button {
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font-size: 20px;
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}
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#scale-logo {
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border-style: none !important;
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box-shadow: none;
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display: block;
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margin-left: auto;
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margin-right: auto;
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max-width: 600px;
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}
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#scale-logo .download {
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display: none;
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}
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"""
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results.json
ADDED
@@ -0,0 +1,1106 @@
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922 |
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923 |
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928 |
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929 |
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931 |
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941 |
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942 |
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943 |
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944 |
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950 |
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952 |
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953 |
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964 |
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965 |
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966 |
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967 |
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|
968 |
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|
969 |
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"link": "",
|
970 |
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|
971 |
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972 |
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977 |
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978 |
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979 |
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980 |
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988 |
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989 |
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990 |
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991 |
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994 |
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1001 |
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1002 |
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1003 |
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1004 |
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1005 |
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|
1006 |
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1007 |
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1008 |
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1009 |
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1010 |
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1011 |
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1012 |
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1013 |
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|
1014 |
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1015 |
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"link": "",
|
1016 |
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1017 |
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1018 |
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1019 |
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1020 |
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1021 |
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|
1022 |
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1023 |
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|
1024 |
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|
1025 |
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|
1026 |
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1027 |
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1028 |
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|
1029 |
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|
1030 |
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|
1031 |
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|
1032 |
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|
1033 |
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|
1034 |
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|
1035 |
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1036 |
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1037 |
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1038 |
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1039 |
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1040 |
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|
1041 |
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1042 |
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|
1043 |
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1044 |
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|
1045 |
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1046 |
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1047 |
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1048 |
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|
1049 |
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|
1050 |
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1051 |
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|
1052 |
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|
1053 |
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|
1054 |
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"swift_output": 25.6,
|
1055 |
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"ts_output": 25.2
|
1056 |
+
},
|
1057 |
+
"prompted": true,
|
1058 |
+
"size": 1.3
|
1059 |
+
},
|
1060 |
+
"phi-1": {
|
1061 |
+
"link": "",
|
1062 |
+
"open-data": "NONE",
|
1063 |
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|
1064 |
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|
1065 |
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|
1066 |
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|
1067 |
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|
1068 |
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|
1069 |
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"js_input": 17.0,
|
1070 |
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|
1071 |
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|
1072 |
+
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|
1073 |
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|
1074 |
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|
1075 |
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|
1076 |
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|
1077 |
+
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|
1078 |
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"rs_input": 5.4,
|
1079 |
+
"scala_input": 1.8,
|
1080 |
+
"sh_input": 19.8,
|
1081 |
+
"swift_input": 14.0,
|
1082 |
+
"ts_input": 14.0,
|
1083 |
+
"cs_output": 5.8,
|
1084 |
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"cpp_output": 9.0,
|
1085 |
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|
1086 |
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|
1087 |
+
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|
1088 |
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|
1089 |
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|
1090 |
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|
1091 |
+
"pl_output": 15.6,
|
1092 |
+
"php_output": 18.6,
|
1093 |
+
"py_output": 22.4,
|
1094 |
+
"r_output": 17.6,
|
1095 |
+
"rkt_output": 10.4,
|
1096 |
+
"rb_output": 18.0,
|
1097 |
+
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|
1098 |
+
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|
1099 |
+
"sh_output": 16.4,
|
1100 |
+
"swift_output": 19.2,
|
1101 |
+
"ts_output": 19.0
|
1102 |
+
},
|
1103 |
+
"prompted": true,
|
1104 |
+
"size": 1.3
|
1105 |
+
}
|
1106 |
+
}
|
text_content.py
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
HEAD_TEXT = """
|
2 |
+
Based on the CRUXEVAL-X benchmark, we evaluated the executing and reasoning ability of different LLMs in 19 different programing languages.
|
3 |
+
|
4 |
+
More details about how to evalute the LLM are available in the [CRUXEVAL-X GitHub repository](https://github.com/CRUXEVAL-X/cruxeval-x). For a complete description of CRUXEVAL-X benchmark and related experimental analysis, please refer to the paper: [CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution](https://arxiv.org/abs/2408.13001). [![](https://img.shields.io/badge/arXiv-2408.13001-b31b1b.svg)](https://arxiv.org/abs/2408.13001)
|
5 |
+
**_Latest News_** π₯
|
6 |
+
- [24/08/26] We release our CRUXEVAL-X benchmark, leaderboard and paper.
|
7 |
+
"""
|
8 |
+
|
9 |
+
ABOUT_TEXT = """# What is CRUXEVAL-X benchmark?
|
10 |
+
CRUXEVAL-X is a multilingual code reasoning, understanding and execution benchmark that focuses on code reasoning ability in different languages.
|
11 |
+
Its goal is to evaluate LLM's code reasoning (given input, reasoning output; and given output, reasoning input) ability.
|
12 |
+
# How to evaluate?
|
13 |
+
To facilitate evaluation on the CRUXEVAL-X benchmark, we provide the evaluation data and easy-to-use evaluation scripts in our [CRUXEVAL-X GitHub repository](https://github.com/CRUXEVAL-X/cruxeval-x).
|
14 |
+
Additionally, factors involving execution-based evaluation are conducted in a virtual environment to ensure evaluation security.
|
15 |
+
# Contact
|
16 |
+
If you have any questions, feel free to reach out to us at [xuruiyang2022@iscas.ac.cn](mailto:xuruiyang2022@iscas.ac.cn).
|
17 |
+
"""
|
18 |
+
|
19 |
+
CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
|
20 |
+
|
21 |
+
CITATION_BUTTON_TEXT = r"""
|
22 |
+
@misc{xu2024cruxevalxbenchmarkmultilingualcode,
|
23 |
+
title={CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution},
|
24 |
+
author={Ruiyang Xu and Jialun Cao and Yaojie Lu and Hongyu Lin and Xianpei Han and Ben He and Shing-Chi Cheung and Le Sun},
|
25 |
+
year={2024},
|
26 |
+
eprint={2408.13001},
|
27 |
+
archivePrefix={arXiv},
|
28 |
+
primaryClass={cs.AI},
|
29 |
+
url={https://arxiv.org/abs/2408.13001},
|
30 |
+
}
|
31 |
+
"""
|
32 |
+
|
33 |
+
ACKNOWLEDGEMENT_TEXT = """
|
34 |
+
Inspired from the [π€ Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).
|
35 |
+
"""
|
36 |
+
|
37 |
+
|
38 |
+
NOTES_TEXT = """
|
39 |
+
**Notes:**
|
40 |
+
- Evaluate using pass@1 as the evaluation metric.
|
41 |
+
- `Average` denotes the average results of 19 different languages in a specific task.
|
42 |
+
- you can choose differt tasks in `β¬ Tasks`, `input reasoning` denotes given output, reasoning input, `output reasoning` denotes given input, reasoning output.
|
43 |
+
- `β¬ Languages` can choose languages you want to show in the leaderboard.
|
44 |
+
- For more explanation check the π About section.
|
45 |
+
"""
|
utils.py
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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1 |
+
from dataclasses import dataclass
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2 |
+
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3 |
+
lang_map = {
|
4 |
+
"java": "Java",
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5 |
+
"cpp": "C++",
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6 |
+
"go": "Go",
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7 |
+
"cs": "C#",
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8 |
+
"d": "D",
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9 |
+
"jl": "Julia",
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10 |
+
"js": "JavaScript",
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11 |
+
"php": "PHP",
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12 |
+
"pl": "Perl",
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13 |
+
"py": "Python",
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14 |
+
"r": "R",
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15 |
+
"lua": "Lua",
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16 |
+
"rb": "Ruby",
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17 |
+
"rkt": "Racket",
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18 |
+
"rs": "Rust",
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19 |
+
"scala": "Scala",
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20 |
+
"sh": "Shell",
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21 |
+
"swift": "Swift",
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22 |
+
"ts": "TypeScript"
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23 |
+
}
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24 |
+
|
25 |
+
@dataclass
|
26 |
+
class ColumnContent:
|
27 |
+
name: str
|
28 |
+
type: str
|
29 |
+
displayed_by_default: bool
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30 |
+
hidden: bool = False
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31 |
+
|
32 |
+
|
33 |
+
def fields(raw_class):
|
34 |
+
return [
|
35 |
+
v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"
|
36 |
+
]
|
37 |
+
|
38 |
+
|
39 |
+
@dataclass(frozen=True)
|
40 |
+
class AutoEvalColumn: # Auto evals column
|
41 |
+
model = ColumnContent("Model", "markdown", True)
|
42 |
+
size = ColumnContent("Size", "number", True)
|
43 |
+
average = ColumnContent("Average", "number", True)
|
44 |
+
l_0 = ColumnContent("Java", "number", True)
|
45 |
+
l_1 = ColumnContent("C++", "number", True)
|
46 |
+
l_2 = ColumnContent("C#", "number", True)
|
47 |
+
l_3 = ColumnContent("D", "number", True)
|
48 |
+
l_4 = ColumnContent("Go", "number", True)
|
49 |
+
l_5 = ColumnContent("Julia", "number", True)
|
50 |
+
l_6 = ColumnContent("JavaScript", "number", True)
|
51 |
+
l_7 = ColumnContent("Lua", "number", True)
|
52 |
+
l_8 = ColumnContent("PHP", "number", True)
|
53 |
+
l_9 = ColumnContent("Perl", "number", True)
|
54 |
+
l_10 = ColumnContent("Python", "number", True)
|
55 |
+
l_11 = ColumnContent("R", "number", True)
|
56 |
+
l_12 = ColumnContent("Ruby", "number", True)
|
57 |
+
l_13 = ColumnContent("Racket", "number", True)
|
58 |
+
l_14 = ColumnContent("Rust", "number", True)
|
59 |
+
l_15 = ColumnContent("Scala", "number", True)
|
60 |
+
l_16 = ColumnContent("Shell", "number", True)
|
61 |
+
l_17 = ColumnContent("Swift", "number", True)
|
62 |
+
l_18 = ColumnContent("TypeScript", "number", True)
|