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model
string
lower
float64
rating
float64
upper
float64
error_y
float64
error_y_minus
float64
rating_rounded
float64
Qwen2-7B-Instruct
899.492404
908.460802
916.342359
7.881556
8.968398
908.46
Yi-1.5-9B-Chat
896.547647
906.236227
914.89548
8.659254
9.688579
906.24
OpenChat-3.6-8B-20240522
895.722269
905.51947
914.292721
8.773251
9.797201
905.52
Granite-Code-20B-Instruct
895.548015
905.145095
913.617537
8.472442
9.59708
905.15
Phi-3-Mini-128K-Instruct
880.916262
890.411684
899.836497
9.424812
9.495422
890.41
CodeGemma-7B-Instruct
881.071884
890.125239
898.619508
8.494269
9.053355
890.13
Qwen1.5-32B-Chat
880.811936
889.250251
897.493328
8.243077
8.438315
889.25
CodeLlama-34B-Instruct
875.766127
884.301348
893.559711
9.258363
8.535221
884.3
AutoCoder-QW-7B
871.188247
880.011905
888.079407
8.067502
8.823657
880.01
AutoCoder-S-6.7B
864.602923
874.414571
883.451802
9.037232
9.811647
874.41
Gemma-2-9B-Instruct
864.466829
872.609215
881.043863
8.434649
8.142386
872.61
ReflectionCoder-CL-7B
858.330941
868.544046
878.054874
9.510827
10.213105
868.54
OpenCoder-1.5B-Instruct
849.039139
857.62902
867.211157
9.582136
8.589882
857.63
Yi-1.5-34B-Chat
837.975481
848.040815
856.576227
8.535412
10.065333
848.04
Mistral-Large-2402
826.232746
836.65735
844.785042
8.127692
10.424604
836.66
Granite-3.0-8B-Instruct
823.356233
832.137868
841.750875
9.613006
8.781635
832.14
CodeLlama-13B-Instruct
821.749701
831.218955
839.784703
8.565748
9.469254
831.22
Llama-3-8B-Instruct
807.182938
816.910947
827.698879
10.787932
9.728009
816.91
Yi-1.5-6B-Chat
749.052498
760.011768
770.642733
10.630966
10.959269
760.01
Mistral-7B-Instruct-v0.3
740.534676
750.696293
761.280668
10.584375
10.161617
750.7
Qwen2.5-Coder-1.5B-Instruct
734.271317
745.874437
755.879755
10.005318
11.60312
745.87
Llama-3.2-3B-Instruct
729.957459
740.178468
750.400927
10.222459
10.221009
740.18
InternLM2.5-7B-Chat
722.25168
733.111063
743.719411
10.608349
10.859382
733.11
OpenCodeInterpreter-DS-1.3B
700.142603
711.166587
723.451942
12.285355
11.023984
711.17
CodeLlama-7B-Instruct
688.652557
699.738233
711.536854
11.79862
11.085676
699.74
Qwen2.5-1.5B-Instruct
602.288977
618.894432
634.899479
16.005048
16.605455
618.89
DeepSeek-Coder-1.3B-Instruct
598.677678
613.161508
628.88562
15.724112
14.48383
613.16
Granite-3.0-2B-Instruct
492.736497
520.429142
542.530825
22.101684
27.692645
520.43
Qwen2.5-0.5B-Instruct
463.775693
485.593905
507.164005
21.5701
21.818212
485.59
Llama-3.2-1B-Instruct
418.05654
440.050534
465.124249
25.073715
21.993993
440.05