model,model_type,language,dataset,score Qwen2.5-Coder-32B-Instruct,Chat Model,English,Interpreter,83.2 Qwen2.5-Coder-32B-Instruct,Chat Model,Chinese,Interpreter,76.05 Qwen2.5-Coder-32B-Instruct,Chat Model,Japanese,Interpreter,73.59 Qwen2.5-Coder-32B-Instruct,Chat Model,French,Interpreter,61.54 Qwen2.5-Coder-32B-Instruct,Chat Model,English,Script,58.15 Qwen2.5-Coder-32B-Instruct,Chat Model,Chinese,Script,26.98 Qwen2.5-Coder-32B-Instruct,Chat Model,Japanese,Script,46.04 Qwen2.5-Coder-32B-Instruct,Chat Model,French,Script,52.73 Qwen2.5-Coder-32B-Instruct,Chat Model,English,Compile,58.12 Qwen2.5-Coder-32B-Instruct,Chat Model,Chinese,Compile,73.69 Qwen2.5-Coder-32B-Instruct,Chat Model,Japanese,Compile,81.95 Qwen2.5-Coder-32B-Instruct,Chat Model,French,Compile,68.53 Qwen2.5-Coder-32B,Base Model,English,Interpreter,57.1 Qwen2.5-Coder-32B,Base Model,Chinese,Interpreter,65.07 Qwen2.5-Coder-32B,Base Model,Japanese,Interpreter,62.7 Qwen2.5-Coder-32B,Base Model,French,Interpreter,47.93 Qwen2.5-Coder-32B,Base Model,English,Script,51.28 Qwen2.5-Coder-32B,Base Model,Chinese,Script,32.3 Qwen2.5-Coder-32B,Base Model,Japanese,Script,57.25 Qwen2.5-Coder-32B,Base Model,French,Script,31.2 Qwen2.5-Coder-32B,Base Model,English,Compile,60.21 Qwen2.5-Coder-32B,Base Model,Chinese,Compile,65.49 Qwen2.5-Coder-32B,Base Model,Japanese,Compile,64.35 Qwen2.5-Coder-32B,Base Model,French,Compile,65.94 OpenCodeInterpreter-DS-33B,Chat Model,English,Interpreter,75.23 OpenCodeInterpreter-DS-33B,Chat Model,Chinese,Interpreter,69.06 OpenCodeInterpreter-DS-33B,Chat Model,Japanese,Interpreter,59.32 OpenCodeInterpreter-DS-33B,Chat Model,French,Interpreter,34.55 OpenCodeInterpreter-DS-33B,Chat Model,English,Script,46.58 OpenCodeInterpreter-DS-33B,Chat Model,Chinese,Script,22.31 OpenCodeInterpreter-DS-33B,Chat Model,Japanese,Script,57.76 OpenCodeInterpreter-DS-33B,Chat Model,French,Script,45.94 OpenCodeInterpreter-DS-33B,Chat Model,English,Compile,51.85 OpenCodeInterpreter-DS-33B,Chat Model,Chinese,Compile,54.8 OpenCodeInterpreter-DS-33B,Chat Model,Japanese,Compile,64.47 OpenCodeInterpreter-DS-33B,Chat Model,French,Compile,57.95 Nxcode-CQ-7B-orpo,Chat Model,English,Interpreter,87.23 Nxcode-CQ-7B-orpo,Chat Model,Chinese,Interpreter,71.69 Nxcode-CQ-7B-orpo,Chat Model,Japanese,Interpreter,67.98 Nxcode-CQ-7B-orpo,Chat Model,French,Interpreter,32.26 Nxcode-CQ-7B-orpo,Chat Model,English,Script,50.54 Nxcode-CQ-7B-orpo,Chat Model,Chinese,Script,23.22 Nxcode-CQ-7B-orpo,Chat Model,Japanese,Script,37.24 Nxcode-CQ-7B-orpo,Chat Model,French,Script,39.73 Nxcode-CQ-7B-orpo,Chat Model,English,Compile,58.51 Nxcode-CQ-7B-orpo,Chat Model,Chinese,Compile,60.91 Nxcode-CQ-7B-orpo,Chat Model,Japanese,Compile,68.04 Nxcode-CQ-7B-orpo,Chat Model,French,Compile,65.53 CodeQwen1.5-7B-Chat,Chat Model,English,Interpreter,87.2 CodeQwen1.5-7B-Chat,Chat Model,Chinese,Interpreter,70.31 CodeQwen1.5-7B-Chat,Chat Model,Japanese,Interpreter,69.22 CodeQwen1.5-7B-Chat,Chat Model,French,Interpreter,29.38 CodeQwen1.5-7B-Chat,Chat Model,English,Script,51.89 CodeQwen1.5-7B-Chat,Chat Model,Chinese,Script,22.71 CodeQwen1.5-7B-Chat,Chat Model,Japanese,Script,32.89 CodeQwen1.5-7B-Chat,Chat Model,French,Script,39.86 CodeQwen1.5-7B-Chat,Chat Model,English,Compile,59.59 CodeQwen1.5-7B-Chat,Chat Model,Chinese,Compile,61.04 CodeQwen1.5-7B-Chat,Chat Model,Japanese,Compile,67.85 CodeQwen1.5-7B-Chat,Chat Model,French,Compile,67.49 CodeFuse-DeepSeek-33b,Chat Model,English,Interpreter,76.83 CodeFuse-DeepSeek-33b,Chat Model,Chinese,Interpreter,66.46 CodeFuse-DeepSeek-33b,Chat Model,Japanese,Interpreter,57.76 CodeFuse-DeepSeek-33b,Chat Model,French,Interpreter,34.16 CodeFuse-DeepSeek-33b,Chat Model,English,Script,38.36 CodeFuse-DeepSeek-33b,Chat Model,Chinese,Script,24.36 CodeFuse-DeepSeek-33b,Chat Model,Japanese,Script,52.8 CodeFuse-DeepSeek-33b,Chat Model,French,Script,40.37 CodeFuse-DeepSeek-33b,Chat Model,English,Compile,49.37 CodeFuse-DeepSeek-33b,Chat Model,Chinese,Compile,60.76 CodeFuse-DeepSeek-33b,Chat Model,Japanese,Compile,65.22 CodeFuse-DeepSeek-33b,Chat Model,French,Compile,53.85 DeepSeek-Coder-33b-instruct,Chat Model,English,Interpreter,80.02 DeepSeek-Coder-33b-instruct,Chat Model,Chinese,Interpreter,65.13 DeepSeek-Coder-33b-instruct,Chat Model,Japanese,Interpreter,52.5 DeepSeek-Coder-33b-instruct,Chat Model,French,Interpreter,31.69 DeepSeek-Coder-33b-instruct,Chat Model,English,Script,42.92 DeepSeek-Coder-33b-instruct,Chat Model,Chinese,Script,17.85 DeepSeek-Coder-33b-instruct,Chat Model,Japanese,Script,50.92 DeepSeek-Coder-33b-instruct,Chat Model,French,Script,39.43 DeepSeek-Coder-33b-instruct,Chat Model,English,Compile,49.42 DeepSeek-Coder-33b-instruct,Chat Model,Chinese,Compile,52.03 DeepSeek-Coder-33b-instruct,Chat Model,Japanese,Compile,62.36 DeepSeek-Coder-33b-instruct,Chat Model,French,Compile,55.56 Artigenz-Coder-DS-6.7B,Chat Model,English,Interpreter,70.89 Artigenz-Coder-DS-6.7B,Chat Model,Chinese,Interpreter,66.16 Artigenz-Coder-DS-6.7B,Chat Model,Japanese,Interpreter,55.24 Artigenz-Coder-DS-6.7B,Chat Model,French,Interpreter,30.15 Artigenz-Coder-DS-6.7B,Chat Model,English,Script,41.94 Artigenz-Coder-DS-6.7B,Chat Model,Chinese,Script,20.09 Artigenz-Coder-DS-6.7B,Chat Model,Japanese,Script,44.56 Artigenz-Coder-DS-6.7B,Chat Model,French,Script,39.94 Artigenz-Coder-DS-6.7B,Chat Model,English,Compile,43.91 Artigenz-Coder-DS-6.7B,Chat Model,Chinese,Compile,56.84 Artigenz-Coder-DS-6.7B,Chat Model,Japanese,Compile,59.75 Artigenz-Coder-DS-6.7B,Chat Model,French,Compile,48.77 DeepSeek-Coder-7b-instruct,Chat Model,English,Interpreter,80.22 DeepSeek-Coder-7b-instruct,Chat Model,Chinese,Interpreter,65.8 DeepSeek-Coder-7b-instruct,Chat Model,Japanese,Interpreter,59.4 DeepSeek-Coder-7b-instruct,Chat Model,French,Interpreter,20.87 DeepSeek-Coder-7b-instruct,Chat Model,English,Script,38.84 DeepSeek-Coder-7b-instruct,Chat Model,Chinese,Script,21.59 DeepSeek-Coder-7b-instruct,Chat Model,Japanese,Script,47.78 DeepSeek-Coder-7b-instruct,Chat Model,French,Script,38.56 DeepSeek-Coder-7b-instruct,Chat Model,English,Compile,44.22 DeepSeek-Coder-7b-instruct,Chat Model,Chinese,Compile,53.34 DeepSeek-Coder-7b-instruct,Chat Model,Japanese,Compile,59.66 DeepSeek-Coder-7b-instruct,Chat Model,French,Compile,47.73 OpenCodeInterpreter-DS-6.7B,Chat Model,English,Interpreter,73.2 OpenCodeInterpreter-DS-6.7B,Chat Model,Chinese,Interpreter,63.85 OpenCodeInterpreter-DS-6.7B,Chat Model,Japanese,Interpreter,57.34 OpenCodeInterpreter-DS-6.7B,Chat Model,French,Interpreter,24.32 OpenCodeInterpreter-DS-6.7B,Chat Model,English,Script,39.69 OpenCodeInterpreter-DS-6.7B,Chat Model,Chinese,Script,18.22 OpenCodeInterpreter-DS-6.7B,Chat Model,Japanese,Script,44.3 OpenCodeInterpreter-DS-6.7B,Chat Model,French,Script,39.08 OpenCodeInterpreter-DS-6.7B,Chat Model,English,Compile,45.99 OpenCodeInterpreter-DS-6.7B,Chat Model,Chinese,Compile,51.41 OpenCodeInterpreter-DS-6.7B,Chat Model,Japanese,Compile,60.01 OpenCodeInterpreter-DS-6.7B,Chat Model,French,Compile,48.22 Phind-CodeLlama-34B-v2,Chat Model,English,Interpreter,71.95 Phind-CodeLlama-34B-v2,Chat Model,Chinese,Interpreter,65.34 Phind-CodeLlama-34B-v2,Chat Model,Japanese,Interpreter,56.26 Phind-CodeLlama-34B-v2,Chat Model,French,Interpreter,28.7 Phind-CodeLlama-34B-v2,Chat Model,English,Script,45.12 Phind-CodeLlama-34B-v2,Chat Model,Chinese,Script,14.12 Phind-CodeLlama-34B-v2,Chat Model,Japanese,Script,44.27 Phind-CodeLlama-34B-v2,Chat Model,French,Script,37.7 Phind-CodeLlama-34B-v2,Chat Model,English,Compile,49.63 Phind-CodeLlama-34B-v2,Chat Model,Chinese,Compile,54.06 Phind-CodeLlama-34B-v2,Chat Model,Japanese,Compile,59.59 Phind-CodeLlama-34B-v2,Chat Model,French,Compile,57.67 Phind-CodeLlama-34B-v1,Chat Model,English,Interpreter,65.85 Phind-CodeLlama-34B-v1,Chat Model,Chinese,Interpreter,64.45 Phind-CodeLlama-34B-v1,Chat Model,Japanese,Interpreter,55.53 Phind-CodeLlama-34B-v1,Chat Model,French,Interpreter,24.89 Phind-CodeLlama-34B-v1,Chat Model,English,Script,43.23 Phind-CodeLlama-34B-v1,Chat Model,Chinese,Script,15.5 Phind-CodeLlama-34B-v1,Chat Model,Japanese,Script,42.05 Phind-CodeLlama-34B-v1,Chat Model,French,Script,36.71 Phind-CodeLlama-34B-v1,Chat Model,English,Compile,53.27 Phind-CodeLlama-34B-v1,Chat Model,Chinese,Compile,49.47 Phind-CodeLlama-34B-v1,Chat Model,Japanese,Compile,57.81 Phind-CodeLlama-34B-v1,Chat Model,French,Compile,54.1 Phind-CodeLlama-34B-Python-v1,Chat Model,English,Interpreter,70.22 Phind-CodeLlama-34B-Python-v1,Chat Model,Chinese,Interpreter,66.24 Phind-CodeLlama-34B-Python-v1,Chat Model,Japanese,Interpreter,52.05 Phind-CodeLlama-34B-Python-v1,Chat Model,French,Interpreter,18.88 Phind-CodeLlama-34B-Python-v1,Chat Model,English,Script,44.23 Phind-CodeLlama-34B-Python-v1,Chat Model,Chinese,Script,13.78 Phind-CodeLlama-34B-Python-v1,Chat Model,Japanese,Script,39.44 Phind-CodeLlama-34B-Python-v1,Chat Model,French,Script,37.76 Phind-CodeLlama-34B-Python-v1,Chat Model,English,Compile,47.11 Phind-CodeLlama-34B-Python-v1,Chat Model,Chinese,Compile,48.72 Phind-CodeLlama-34B-Python-v1,Chat Model,Japanese,Compile,55.34 Phind-CodeLlama-34B-Python-v1,Chat Model,French,Compile,49.22 CodeQwen1.5-7B,Base Model,English,Interpreter,50.79 CodeQwen1.5-7B,Base Model,Chinese,Interpreter,50.07 CodeQwen1.5-7B,Base Model,Japanese,Interpreter,50.92 CodeQwen1.5-7B,Base Model,French,Interpreter,24.89 CodeQwen1.5-7B,Base Model,English,Script,37.27 CodeQwen1.5-7B,Base Model,Chinese,Script,16.03 CodeQwen1.5-7B,Base Model,Japanese,Script,46.29 CodeQwen1.5-7B,Base Model,French,Script,27.95 CodeQwen1.5-7B,Base Model,English,Compile,43.33 CodeQwen1.5-7B,Base Model,Chinese,Compile,42.15 CodeQwen1.5-7B,Base Model,Japanese,Compile,48.35 CodeQwen1.5-7B,Base Model,French,Compile,47.56 CodeLlama-70b-Instruct,Chat Model,English,Interpreter,75.6 CodeLlama-70b-Instruct,Chat Model,Chinese,Interpreter,57.76 CodeLlama-70b-Instruct,Chat Model,Japanese,Interpreter,57.14 CodeLlama-70b-Instruct,Chat Model,French,Interpreter,0.0 CodeLlama-70b-Instruct,Chat Model,English,Script,42.24 CodeLlama-70b-Instruct,Chat Model,Chinese,Script,19.88 CodeLlama-70b-Instruct,Chat Model,Japanese,Script,44.1 CodeLlama-70b-Instruct,Chat Model,French,Script,29.19 CodeLlama-70b-Instruct,Chat Model,English,Compile,42.86 CodeLlama-70b-Instruct,Chat Model,Chinese,Compile,47.2 CodeLlama-70b-Instruct,Chat Model,Japanese,Compile,48.45 CodeLlama-70b-Instruct,Chat Model,French,Compile,47.2 WizardCoder-Python-34B-V1.0,Chat Model,English,Interpreter,70.73 WizardCoder-Python-34B-V1.0,Chat Model,Chinese,Interpreter,55.28 WizardCoder-Python-34B-V1.0,Chat Model,Japanese,Interpreter,47.2 WizardCoder-Python-34B-V1.0,Chat Model,French,Interpreter,18.63 WizardCoder-Python-34B-V1.0,Chat Model,English,Script,41.51 WizardCoder-Python-34B-V1.0,Chat Model,Chinese,Script,15.38 WizardCoder-Python-34B-V1.0,Chat Model,Japanese,Script,32.3 WizardCoder-Python-34B-V1.0,Chat Model,French,Script,39.75 WizardCoder-Python-34B-V1.0,Chat Model,English,Compile,44.3 WizardCoder-Python-34B-V1.0,Chat Model,Chinese,Compile,44.94 WizardCoder-Python-34B-V1.0,Chat Model,Japanese,Compile,47.2 WizardCoder-Python-34B-V1.0,Chat Model,French,Compile,46.15 CodeLlama-70b,Base Model,English,Interpreter,52.44 CodeLlama-70b,Base Model,Chinese,Interpreter,56.52 CodeLlama-70b,Base Model,Japanese,Interpreter,46.58 CodeLlama-70b,Base Model,French,Interpreter,0.0 CodeLlama-70b,Base Model,English,Script,42.24 CodeLlama-70b,Base Model,Chinese,Script,24.84 CodeLlama-70b,Base Model,Japanese,Script,41.61 CodeLlama-70b,Base Model,French,Script,27.95 CodeLlama-70b,Base Model,English,Compile,42.86 CodeLlama-70b,Base Model,Chinese,Compile,44.72 CodeLlama-70b,Base Model,Japanese,Compile,49.69 CodeLlama-70b,Base Model,French,Compile,49.69 DeepSeek-Coder-33b-base,Base Model,English,Interpreter,52.45 DeepSeek-Coder-33b-base,Base Model,Chinese,Interpreter,51.28 DeepSeek-Coder-33b-base,Base Model,Japanese,Interpreter,41.76 DeepSeek-Coder-33b-base,Base Model,French,Interpreter,23.37 DeepSeek-Coder-33b-base,Base Model,English,Script,32.83 DeepSeek-Coder-33b-base,Base Model,Chinese,Script,17.41 DeepSeek-Coder-33b-base,Base Model,Japanese,Script,36.51 DeepSeek-Coder-33b-base,Base Model,French,Script,26.76 DeepSeek-Coder-33b-base,Base Model,English,Compile,35.75 DeepSeek-Coder-33b-base,Base Model,Chinese,Compile,43.77 DeepSeek-Coder-33b-base,Base Model,Japanese,Compile,51.22 DeepSeek-Coder-33b-base,Base Model,French,Compile,43.78 CodeLlama-70b-Python,Base Model,English,Interpreter,55.49 CodeLlama-70b-Python,Base Model,Chinese,Interpreter,56.52 CodeLlama-70b-Python,Base Model,Japanese,Interpreter,52.8 CodeLlama-70b-Python,Base Model,French,Interpreter,0.0 CodeLlama-70b-Python,Base Model,English,Script,35.4 CodeLlama-70b-Python,Base Model,Chinese,Script,21.12 CodeLlama-70b-Python,Base Model,Japanese,Script,44.72 CodeLlama-70b-Python,Base Model,French,Script,26.09 CodeLlama-70b-Python,Base Model,English,Compile,39.13 CodeLlama-70b-Python,Base Model,Chinese,Compile,45.96 CodeLlama-70b-Python,Base Model,Japanese,Compile,49.69 CodeLlama-70b-Python,Base Model,French,Compile,48.45 StarCoder2-15B,Base Model,English,Interpreter,44.15 StarCoder2-15B,Base Model,Chinese,Interpreter,44.24 StarCoder2-15B,Base Model,Japanese,Interpreter,39.48 StarCoder2-15B,Base Model,French,Interpreter,22.41 StarCoder2-15B,Base Model,English,Script,33.19 StarCoder2-15B,Base Model,Chinese,Script,23.64 StarCoder2-15B,Base Model,Japanese,Script,43.75 StarCoder2-15B,Base Model,French,Script,19.81 StarCoder2-15B,Base Model,English,Compile,34.18 StarCoder2-15B,Base Model,Chinese,Compile,33.86 StarCoder2-15B,Base Model,Japanese,Compile,41.44 StarCoder2-15B,Base Model,French,Compile,38.03 CodeLlama-34b-Instruct,Chat Model,English,Interpreter,50.79 CodeLlama-34b-Instruct,Chat Model,Chinese,Interpreter,45.85 CodeLlama-34b-Instruct,Chat Model,Japanese,Interpreter,36.98 CodeLlama-34b-Instruct,Chat Model,French,Interpreter,18.09 CodeLlama-34b-Instruct,Chat Model,English,Script,32.65 CodeLlama-34b-Instruct,Chat Model,Chinese,Script,13.63 CodeLlama-34b-Instruct,Chat Model,Japanese,Script,38.87 CodeLlama-34b-Instruct,Chat Model,French,Script,24.25 CodeLlama-34b-Instruct,Chat Model,English,Compile,37.63 CodeLlama-34b-Instruct,Chat Model,Chinese,Compile,41.53 CodeLlama-34b-Instruct,Chat Model,Japanese,Compile,41.53 CodeLlama-34b-Instruct,Chat Model,French,Compile,39.26 WizardCoder-Python-13B-V1.0,Chat Model,English,Interpreter,62.19 WizardCoder-Python-13B-V1.0,Chat Model,Chinese,Interpreter,48.45 WizardCoder-Python-13B-V1.0,Chat Model,Japanese,Interpreter,42.24 WizardCoder-Python-13B-V1.0,Chat Model,French,Interpreter,16.15 WizardCoder-Python-13B-V1.0,Chat Model,English,Script,38.99 WizardCoder-Python-13B-V1.0,Chat Model,Chinese,Script,11.54 WizardCoder-Python-13B-V1.0,Chat Model,Japanese,Script,32.92 WizardCoder-Python-13B-V1.0,Chat Model,French,Script,27.33 WizardCoder-Python-13B-V1.0,Chat Model,English,Compile,32.28 WizardCoder-Python-13B-V1.0,Chat Model,Chinese,Compile,41.77 WizardCoder-Python-13B-V1.0,Chat Model,Japanese,Compile,42.86 WizardCoder-Python-13B-V1.0,Chat Model,French,Compile,34.62 DeepSeek-Coder-7b-base,Base Model,English,Interpreter,45.83 DeepSeek-Coder-7b-base,Base Model,Chinese,Interpreter,45.9 DeepSeek-Coder-7b-base,Base Model,Japanese,Interpreter,36.92 DeepSeek-Coder-7b-base,Base Model,French,Interpreter,18.73 DeepSeek-Coder-7b-base,Base Model,English,Script,28.74 DeepSeek-Coder-7b-base,Base Model,Chinese,Script,19.74 DeepSeek-Coder-7b-base,Base Model,Japanese,Script,33.89 DeepSeek-Coder-7b-base,Base Model,French,Script,28.99 DeepSeek-Coder-7b-base,Base Model,English,Compile,25.8 DeepSeek-Coder-7b-base,Base Model,Chinese,Compile,37.72 DeepSeek-Coder-7b-base,Base Model,Japanese,Compile,45.53 DeepSeek-Coder-7b-base,Base Model,French,Compile,34.67 CodeLlama-34b,Base Model,English,Interpreter,45.11 CodeLlama-34b,Base Model,Chinese,Interpreter,41.66 CodeLlama-34b,Base Model,Japanese,Interpreter,40.43 CodeLlama-34b,Base Model,French,Interpreter,16.94 CodeLlama-34b,Base Model,English,Script,31.4 CodeLlama-34b,Base Model,Chinese,Script,15.27 CodeLlama-34b,Base Model,Japanese,Script,37.49 CodeLlama-34b,Base Model,French,Script,22.71 CodeLlama-34b,Base Model,English,Compile,35.28 CodeLlama-34b,Base Model,Chinese,Compile,40.19 CodeLlama-34b,Base Model,Japanese,Compile,41.42 CodeLlama-34b,Base Model,French,Compile,38.73 CodeLlama-34b-Python,Base Model,English,Interpreter,53.29 CodeLlama-34b-Python,Base Model,Chinese,Interpreter,44.72 CodeLlama-34b-Python,Base Model,Japanese,Interpreter,39.78 CodeLlama-34b-Python,Base Model,French,Interpreter,13.19 CodeLlama-34b-Python,Base Model,English,Script,31.37 CodeLlama-34b-Python,Base Model,Chinese,Script,17.29 CodeLlama-34b-Python,Base Model,Japanese,Script,31.9 CodeLlama-34b-Python,Base Model,French,Script,22.35 CodeLlama-34b-Python,Base Model,English,Compile,34.3 CodeLlama-34b-Python,Base Model,Chinese,Compile,39.46 CodeLlama-34b-Python,Base Model,Japanese,Compile,39.09 CodeLlama-34b-Python,Base Model,French,Compile,39.67 WizardCoder-15B-V1.0,Chat Model,English,Interpreter,58.12 WizardCoder-15B-V1.0,Chat Model,Chinese,Interpreter,41.91 WizardCoder-15B-V1.0,Chat Model,Japanese,Interpreter,39.34 WizardCoder-15B-V1.0,Chat Model,French,Interpreter,13.39 WizardCoder-15B-V1.0,Chat Model,English,Script,33.98 WizardCoder-15B-V1.0,Chat Model,Chinese,Script,12.14 WizardCoder-15B-V1.0,Chat Model,Japanese,Script,27.85 WizardCoder-15B-V1.0,Chat Model,French,Script,22.53 WizardCoder-15B-V1.0,Chat Model,English,Compile,27.06 WizardCoder-15B-V1.0,Chat Model,Chinese,Compile,35.77 WizardCoder-15B-V1.0,Chat Model,Japanese,Compile,38.95 WizardCoder-15B-V1.0,Chat Model,French,Compile,33.74 CodeLlama-13b-Instruct,Chat Model,English,Interpreter,50.6 CodeLlama-13b-Instruct,Chat Model,Chinese,Interpreter,40.92 CodeLlama-13b-Instruct,Chat Model,Japanese,Interpreter,32.07 CodeLlama-13b-Instruct,Chat Model,French,Interpreter,16.66 CodeLlama-13b-Instruct,Chat Model,English,Script,32.23 CodeLlama-13b-Instruct,Chat Model,Chinese,Script,16.29 CodeLlama-13b-Instruct,Chat Model,Japanese,Script,31.6 CodeLlama-13b-Instruct,Chat Model,French,Script,20.14 CodeLlama-13b-Instruct,Chat Model,English,Compile,31.75 CodeLlama-13b-Instruct,Chat Model,Chinese,Compile,33.99 CodeLlama-13b-Instruct,Chat Model,Japanese,Compile,36.36 CodeLlama-13b-Instruct,Chat Model,French,Compile,32.82 CodeGemma-7B,Base Model,English,Interpreter,40.13 CodeGemma-7B,Base Model,Chinese,Interpreter,43.06 CodeGemma-7B,Base Model,Japanese,Interpreter,34.76 CodeGemma-7B,Base Model,French,Interpreter,13.55 CodeGemma-7B,Base Model,English,Script,28.91 CodeGemma-7B,Base Model,Chinese,Script,10.44 CodeGemma-7B,Base Model,Japanese,Script,32.88 CodeGemma-7B,Base Model,French,Script,20.96 CodeGemma-7B,Base Model,English,Compile,32.62 CodeGemma-7B,Base Model,Chinese,Compile,35.03 CodeGemma-7B,Base Model,Japanese,Compile,40.34 CodeGemma-7B,Base Model,French,Compile,34.56 CodeLlama-13b,Base Model,English,Interpreter,35.07 CodeLlama-13b,Base Model,Chinese,Interpreter,38.26 CodeLlama-13b,Base Model,Japanese,Interpreter,32.57 CodeLlama-13b,Base Model,French,Interpreter,13.63 CodeLlama-13b,Base Model,English,Script,28.01 CodeLlama-13b,Base Model,Chinese,Script,15.78 CodeLlama-13b,Base Model,Japanese,Script,31.26 CodeLlama-13b,Base Model,French,Script,18.32 CodeLlama-13b,Base Model,English,Compile,29.54 CodeLlama-13b,Base Model,Chinese,Compile,32.23 CodeLlama-13b,Base Model,Japanese,Compile,35.81 CodeLlama-13b,Base Model,French,Compile,29.72 CodeLlama-13b-Python,Base Model,English,Interpreter,42.89 CodeLlama-13b-Python,Base Model,Chinese,Interpreter,40.66 CodeLlama-13b-Python,Base Model,Japanese,Interpreter,34.55 CodeLlama-13b-Python,Base Model,French,Interpreter,12.51 CodeLlama-13b-Python,Base Model,English,Script,30.4 CodeLlama-13b-Python,Base Model,Chinese,Script,9.82 CodeLlama-13b-Python,Base Model,Japanese,Script,29.9 CodeLlama-13b-Python,Base Model,French,Script,18.35 CodeLlama-13b-Python,Base Model,English,Compile,25.85 CodeLlama-13b-Python,Base Model,Chinese,Compile,33.56 CodeLlama-13b-Python,Base Model,Japanese,Compile,36.21 CodeLlama-13b-Python,Base Model,French,Compile,29.32 CodeLlama-7b-Instruct,Chat Model,English,Interpreter,45.65 CodeLlama-7b-Instruct,Chat Model,Chinese,Interpreter,33.11 CodeLlama-7b-Instruct,Chat Model,Japanese,Interpreter,28.55 CodeLlama-7b-Instruct,Chat Model,French,Interpreter,11.81 CodeLlama-7b-Instruct,Chat Model,English,Script,27.58 CodeLlama-7b-Instruct,Chat Model,Chinese,Script,11.81 CodeLlama-7b-Instruct,Chat Model,Japanese,Script,30.47 CodeLlama-7b-Instruct,Chat Model,French,Script,19.7 CodeLlama-7b-Instruct,Chat Model,English,Compile,26.66 CodeLlama-7b-Instruct,Chat Model,Chinese,Compile,28.77 CodeLlama-7b-Instruct,Chat Model,Japanese,Compile,29.03 CodeLlama-7b-Instruct,Chat Model,French,Compile,24.27 StarCoder2-7B,Base Model,English,Interpreter,34.09 StarCoder2-7B,Base Model,Chinese,Interpreter,35.35 StarCoder2-7B,Base Model,Japanese,Interpreter,30.58 StarCoder2-7B,Base Model,French,Interpreter,11.58 StarCoder2-7B,Base Model,English,Script,20.42 StarCoder2-7B,Base Model,Chinese,Script,15.12 StarCoder2-7B,Base Model,Japanese,Script,30.67 StarCoder2-7B,Base Model,French,Script,16.72 StarCoder2-7B,Base Model,English,Compile,26.06 StarCoder2-7B,Base Model,Chinese,Compile,29.42 StarCoder2-7B,Base Model,Japanese,Compile,33.63 StarCoder2-7B,Base Model,French,Compile,29.62 CodeGemma-7B-it,Chat Model,English,Interpreter,52.74 CodeGemma-7B-it,Chat Model,Chinese,Interpreter,47.71 CodeGemma-7B-it,Chat Model,Japanese,Interpreter,19.18 CodeGemma-7B-it,Chat Model,French,Interpreter,9.22 CodeGemma-7B-it,Chat Model,English,Script,19.56 CodeGemma-7B-it,Chat Model,Chinese,Script,11.83 CodeGemma-7B-it,Chat Model,Japanese,Script,22.02 CodeGemma-7B-it,Chat Model,French,Script,21.64 CodeGemma-7B-it,Chat Model,English,Compile,6.91 CodeGemma-7B-it,Chat Model,Chinese,Compile,41.42 CodeGemma-7B-it,Chat Model,Japanese,Compile,42.6 CodeGemma-7B-it,Chat Model,French,Compile,38.31 CodeShell-7B,Chat Model,English,Interpreter,34.32 CodeShell-7B,Chat Model,Chinese,Interpreter,33.17 CodeShell-7B,Chat Model,Japanese,Interpreter,30.87 CodeShell-7B,Chat Model,French,Interpreter,17.2 CodeShell-7B,Chat Model,English,Script,22.08 CodeShell-7B,Chat Model,Chinese,Script,8.85 CodeShell-7B,Chat Model,Japanese,Script,22.39 CodeShell-7B,Chat Model,French,Script,20.52 CodeShell-7B,Chat Model,English,Compile,24.3 CodeShell-7B,Chat Model,Chinese,Compile,30.43 CodeShell-7B,Chat Model,Japanese,Compile,28.21 CodeShell-7B,Chat Model,French,Compile,24.55 CodeLlama-7b,Base Model,English,Interpreter,29.98 CodeLlama-7b,Base Model,Chinese,Interpreter,31.8 CodeLlama-7b,Base Model,Japanese,Interpreter,25.17 CodeLlama-7b,Base Model,French,Interpreter,11.94 CodeLlama-7b,Base Model,English,Script,25.6 CodeLlama-7b,Base Model,Chinese,Script,11.6 CodeLlama-7b,Base Model,Japanese,Script,30.36 CodeLlama-7b,Base Model,French,Script,18.04 CodeLlama-7b,Base Model,English,Compile,25.52 CodeLlama-7b,Base Model,Chinese,Compile,29.2 CodeLlama-7b,Base Model,Japanese,Compile,27.23 CodeLlama-7b,Base Model,French,Compile,25.82 OctoCoder-15B,Chat Model,English,Interpreter,45.3 OctoCoder-15B,Chat Model,Chinese,Interpreter,32.8 OctoCoder-15B,Chat Model,Japanese,Interpreter,26.76 OctoCoder-15B,Chat Model,French,Interpreter,10.61 OctoCoder-15B,Chat Model,English,Script,24.5 OctoCoder-15B,Chat Model,Chinese,Script,13.35 OctoCoder-15B,Chat Model,Japanese,Script,22.56 OctoCoder-15B,Chat Model,French,Script,14.39 OctoCoder-15B,Chat Model,English,Compile,18.24 OctoCoder-15B,Chat Model,Chinese,Compile,26.03 OctoCoder-15B,Chat Model,Japanese,Compile,29.32 OctoCoder-15B,Chat Model,French,Compile,24.26 CodeLlama-7b-Python,Base Model,English,Interpreter,40.48 CodeLlama-7b-Python,Base Model,Chinese,Interpreter,36.34 CodeLlama-7b-Python,Base Model,Japanese,Interpreter,1.08 CodeLlama-7b-Python,Base Model,French,Interpreter,9.04 CodeLlama-7b-Python,Base Model,English,Script,28.53 CodeLlama-7b-Python,Base Model,Chinese,Script,8.94 CodeLlama-7b-Python,Base Model,Japanese,Script,26.15 CodeLlama-7b-Python,Base Model,French,Script,18.25 CodeLlama-7b-Python,Base Model,English,Compile,26.75 CodeLlama-7b-Python,Base Model,Chinese,Compile,29.15 CodeLlama-7b-Python,Base Model,Japanese,Compile,30.34 CodeLlama-7b-Python,Base Model,French,Compile,26.96 StarCoder-15B,Base Model,English,Interpreter,33.57 StarCoder-15B,Base Model,Chinese,Interpreter,30.79 StarCoder-15B,Base Model,Japanese,Interpreter,26.08 StarCoder-15B,Base Model,French,Interpreter,0.07 StarCoder-15B,Base Model,English,Script,23.02 StarCoder-15B,Base Model,Chinese,Script,13.57 StarCoder-15B,Base Model,Japanese,Script,23.89 StarCoder-15B,Base Model,French,Script,15.5 StarCoder-15B,Base Model,English,Compile,22.74 StarCoder-15B,Base Model,Chinese,Compile,30.22 StarCoder-15B,Base Model,Japanese,Compile,31.55 StarCoder-15B,Base Model,French,Compile,21.84 Falcon-180B,Base Model,English,Interpreter,35.37 Falcon-180B,Base Model,Chinese,Interpreter,31.68 Falcon-180B,Base Model,Japanese,Interpreter, Falcon-180B,Base Model,French,Interpreter,10.56 Falcon-180B,Base Model,English,Script,24.53 Falcon-180B,Base Model,Chinese,Script,14.1 Falcon-180B,Base Model,Japanese,Script,26.71 Falcon-180B,Base Model,French,Script, Falcon-180B,Base Model,English,Compile,15.82 Falcon-180B,Base Model,Chinese,Compile,28.48 Falcon-180B,Base Model,Japanese,Compile,28.57 Falcon-180B,Base Model,French,Compile,25.0 StarCoderBase-15B,Base Model,English,Interpreter,30.35 StarCoderBase-15B,Base Model,Chinese,Interpreter,31.7 StarCoderBase-15B,Base Model,Japanese,Interpreter,26.75 StarCoderBase-15B,Base Model,French,Interpreter,11.77 StarCoderBase-15B,Base Model,English,Script,21.09 StarCoderBase-15B,Base Model,Chinese,Script,10.01 StarCoderBase-15B,Base Model,Japanese,Script,26.61 StarCoderBase-15B,Base Model,French,Script,10.18 StarCoderBase-15B,Base Model,English,Compile,16.74 StarCoderBase-15B,Base Model,Chinese,Compile,28.53 StarCoderBase-15B,Base Model,Japanese,Compile,30.56 StarCoderBase-15B,Base Model,French,Compile,24.46 StarCoder2-3B,Base Model,English,Interpreter,31.44 StarCoder2-3B,Base Model,Chinese,Interpreter,35.37 StarCoder2-3B,Base Model,Japanese,Interpreter,27.61 StarCoder2-3B,Base Model,French,Interpreter,7.8 StarCoder2-3B,Base Model,English,Script,19.87 StarCoder2-3B,Base Model,Chinese,Script,12.56 StarCoder2-3B,Base Model,Japanese,Script,28.01 StarCoder2-3B,Base Model,French,Script,14.22 StarCoder2-3B,Base Model,English,Compile,25.09 StarCoder2-3B,Base Model,Chinese,Compile,27.41 StarCoder2-3B,Base Model,Japanese,Compile,27.24 StarCoder2-3B,Base Model,French,Compile,24.52 CodeGeex2-6B,Base Model,English,Interpreter,33.49 CodeGeex2-6B,Base Model,Chinese,Interpreter,29.9 CodeGeex2-6B,Base Model,Japanese,Interpreter,25.27 CodeGeex2-6B,Base Model,French,Interpreter,11.75 CodeGeex2-6B,Base Model,English,Script,20.93 CodeGeex2-6B,Base Model,Chinese,Script,8.44 CodeGeex2-6B,Base Model,Japanese,Script,15.94 CodeGeex2-6B,Base Model,French,Script,14.58 CodeGeex2-6B,Base Model,English,Compile,22.06 CodeGeex2-6B,Base Model,Chinese,Compile,23.46 CodeGeex2-6B,Base Model,Japanese,Compile,28.45 CodeGeex2-6B,Base Model,French,Compile,20.45 StarCoderBase-7B,Base Model,English,Interpreter,28.37 StarCoderBase-7B,Base Model,Chinese,Interpreter,27.35 StarCoderBase-7B,Base Model,Japanese,Interpreter,22.12 StarCoderBase-7B,Base Model,French,Interpreter,11.08 StarCoderBase-7B,Base Model,English,Script,21.77 StarCoderBase-7B,Base Model,Chinese,Script,8.1 StarCoderBase-7B,Base Model,Japanese,Script,23.35 StarCoderBase-7B,Base Model,French,Script,14.51 StarCoderBase-7B,Base Model,English,Compile,15.1 StarCoderBase-7B,Base Model,Chinese,Compile,24.44 StarCoderBase-7B,Base Model,Japanese,Compile,23.3 StarCoderBase-7B,Base Model,French,Compile,22.6 OctoGeeX-7B,Chat Model,English,Interpreter,42.28 OctoGeeX-7B,Chat Model,Chinese,Interpreter,28.5 OctoGeeX-7B,Chat Model,Japanese,Interpreter,25.85 OctoGeeX-7B,Chat Model,French,Interpreter,12.02 OctoGeeX-7B,Chat Model,English,Script,22.94 OctoGeeX-7B,Chat Model,Chinese,Script,9.77 OctoGeeX-7B,Chat Model,Japanese,Script,16.19 OctoGeeX-7B,Chat Model,French,Script,13.66 OctoGeeX-7B,Chat Model,English,Compile,17.03 OctoGeeX-7B,Chat Model,Chinese,Compile,19.33 OctoGeeX-7B,Chat Model,Japanese,Compile,23.93 OctoGeeX-7B,Chat Model,French,Compile,17.94 WizardCoder-3B-V1.0,Chat Model,English,Interpreter,32.92 WizardCoder-3B-V1.0,Chat Model,Chinese,Interpreter,26.16 WizardCoder-3B-V1.0,Chat Model,Japanese,Interpreter,24.83 WizardCoder-3B-V1.0,Chat Model,French,Interpreter,9.44 WizardCoder-3B-V1.0,Chat Model,English,Script,19.6 WizardCoder-3B-V1.0,Chat Model,Chinese,Script,7.91 WizardCoder-3B-V1.0,Chat Model,Japanese,Script,21.75 WizardCoder-3B-V1.0,Chat Model,French,Script,13.64 WizardCoder-3B-V1.0,Chat Model,English,Compile,15.7 WizardCoder-3B-V1.0,Chat Model,Chinese,Compile,24.34 WizardCoder-3B-V1.0,Chat Model,Japanese,Compile,24.94 WizardCoder-3B-V1.0,Chat Model,French,Compile,20.56 CodeGen25-7B-multi,Base Model,English,Interpreter,28.7 CodeGen25-7B-multi,Base Model,Chinese,Interpreter,26.27 CodeGen25-7B-multi,Base Model,Japanese,Interpreter,21.98 CodeGen25-7B-multi,Base Model,French,Interpreter,10.37 CodeGen25-7B-multi,Base Model,English,Script,19.11 CodeGen25-7B-multi,Base Model,Chinese,Script,8.84 CodeGen25-7B-multi,Base Model,Japanese,Script,23.44 CodeGen25-7B-multi,Base Model,French,Script,11.59 CodeGen25-7B-multi,Base Model,English,Compile,16.62 CodeGen25-7B-multi,Base Model,Chinese,Compile,26.01 CodeGen25-7B-multi,Base Model,Japanese,Compile,25.75 CodeGen25-7B-multi,Base Model,French,Compile,21.84 CodeGemma-2B,Base Model,English,Interpreter,27.28 CodeGemma-2B,Base Model,Chinese,Interpreter,29.94 CodeGemma-2B,Base Model,Japanese,Interpreter,28.76 CodeGemma-2B,Base Model,French,Interpreter,8.77 CodeGemma-2B,Base Model,English,Script,0.01 CodeGemma-2B,Base Model,Chinese,Script,9.54 CodeGemma-2B,Base Model,Japanese,Script,25.23 CodeGemma-2B,Base Model,French,Script,10.71 CodeGemma-2B,Base Model,English,Compile,6.3 CodeGemma-2B,Base Model,Chinese,Compile,24.71 CodeGemma-2B,Base Model,Japanese,Compile,29.33 CodeGemma-2B,Base Model,French,Compile,26.81 Refact-1.6B,Chat Model,English,Interpreter,31.1 Refact-1.6B,Chat Model,Chinese,Interpreter,22.36 Refact-1.6B,Chat Model,Japanese,Interpreter,22.36 Refact-1.6B,Chat Model,French,Interpreter,4.97 Refact-1.6B,Chat Model,English,Script,13.84 Refact-1.6B,Chat Model,Chinese,Script,10.26 Refact-1.6B,Chat Model,Japanese,Script,15.53 Refact-1.6B,Chat Model,French,Script,13.04 Refact-1.6B,Chat Model,English,Compile,18.35 Refact-1.6B,Chat Model,Chinese,Compile,22.78 Refact-1.6B,Chat Model,Japanese,Compile,21.12 Refact-1.6B,Chat Model,French,Compile,18.59 Stable-code-3b,Base Model,English,Interpreter,30.72 Stable-code-3b,Base Model,Chinese,Interpreter,31.64 Stable-code-3b,Base Model,Japanese,Interpreter,23.68 Stable-code-3b,Base Model,French,Interpreter,0.0 Stable-code-3b,Base Model,English,Script,21.41 Stable-code-3b,Base Model,Chinese,Script,10.09 Stable-code-3b,Base Model,Japanese,Script,17.54 Stable-code-3b,Base Model,French,Script,13.37 Stable-code-3b,Base Model,English,Compile,0.0 Stable-code-3b,Base Model,Chinese,Compile,28.75 Stable-code-3b,Base Model,Japanese,Compile,29.42 Stable-code-3b,Base Model,French,Compile,22.15 DeepSeek-Coder-1b-base,Base Model,English,Interpreter,32.13 DeepSeek-Coder-1b-base,Base Model,Chinese,Interpreter,28.46 DeepSeek-Coder-1b-base,Base Model,Japanese,Interpreter,22.75 DeepSeek-Coder-1b-base,Base Model,French,Interpreter,9.58 DeepSeek-Coder-1b-base,Base Model,English,Script,15.17 DeepSeek-Coder-1b-base,Base Model,Chinese,Script,9.91 DeepSeek-Coder-1b-base,Base Model,Japanese,Script,19.44 DeepSeek-Coder-1b-base,Base Model,French,Script,11.4 DeepSeek-Coder-1b-base,Base Model,English,Compile,11.39 DeepSeek-Coder-1b-base,Base Model,Chinese,Compile,27.16 DeepSeek-Coder-1b-base,Base Model,Japanese,Compile,27.96 DeepSeek-Coder-1b-base,Base Model,French,Compile,18.13 StarCoderBase-3B,Base Model,English,Interpreter,21.5 StarCoderBase-3B,Base Model,Chinese,Interpreter,21.32 StarCoderBase-3B,Base Model,Japanese,Interpreter,18.55 StarCoderBase-3B,Base Model,French,Interpreter,7.87 StarCoderBase-3B,Base Model,English,Script,16.1 StarCoderBase-3B,Base Model,Chinese,Script,4.97 StarCoderBase-3B,Base Model,Japanese,Script,18.04 StarCoderBase-3B,Base Model,French,Script,10.1 StarCoderBase-3B,Base Model,English,Compile,9.98 StarCoderBase-3B,Base Model,Chinese,Compile,19.25 StarCoderBase-3B,Base Model,Japanese,Compile,19.43 StarCoderBase-3B,Base Model,French,Compile,16.32 WizardCoder-1B-V1.0,Chat Model,English,Interpreter,23.17 WizardCoder-1B-V1.0,Chat Model,Chinese,Interpreter,19.13 WizardCoder-1B-V1.0,Chat Model,Japanese,Interpreter,14.71 WizardCoder-1B-V1.0,Chat Model,French,Interpreter,6.51 WizardCoder-1B-V1.0,Chat Model,English,Script,13.85 WizardCoder-1B-V1.0,Chat Model,Chinese,Script,4.64 WizardCoder-1B-V1.0,Chat Model,Japanese,Script,15.52 WizardCoder-1B-V1.0,Chat Model,French,Script,10.01 WizardCoder-1B-V1.0,Chat Model,English,Compile,9.59 WizardCoder-1B-V1.0,Chat Model,Chinese,Compile,19.68 WizardCoder-1B-V1.0,Chat Model,Japanese,Compile,15.94 WizardCoder-1B-V1.0,Chat Model,French,Compile,13.91 Replit-2.7B,Base Model,English,Interpreter,20.12 Replit-2.7B,Base Model,Chinese,Interpreter,20.18 Replit-2.7B,Base Model,Japanese,Interpreter,16.14 Replit-2.7B,Base Model,French,Interpreter,3.22 Replit-2.7B,Base Model,English,Script,1.24 Replit-2.7B,Base Model,Chinese,Script,6.41 Replit-2.7B,Base Model,Japanese,Script,2.11 Replit-2.7B,Base Model,French,Script,7.2 Replit-2.7B,Base Model,English,Compile,5.88 Replit-2.7B,Base Model,Chinese,Compile,21.39 Replit-2.7B,Base Model,Japanese,Compile,20.37 Replit-2.7B,Base Model,French,Compile,15.19 CodeGen25-7B-mono,Base Model,English,Interpreter,33.08 CodeGen25-7B-mono,Base Model,Chinese,Interpreter,23.22 CodeGen25-7B-mono,Base Model,Japanese,Interpreter,16.75 CodeGen25-7B-mono,Base Model,French,Interpreter,4.07 CodeGen25-7B-mono,Base Model,English,Script,4.65 CodeGen25-7B-mono,Base Model,Chinese,Script,4.32 CodeGen25-7B-mono,Base Model,Japanese,Script,6.75 CodeGen25-7B-mono,Base Model,French,Script,4.41 CodeGen25-7B-mono,Base Model,English,Compile,1.71 CodeGen25-7B-mono,Base Model,Chinese,Compile,19.75 CodeGen25-7B-mono,Base Model,Japanese,Compile,18.62 CodeGen25-7B-mono,Base Model,French,Compile,7.83 StarCoderBase-1.1B,Base Model,English,Interpreter,15.17 StarCoderBase-1.1B,Base Model,Chinese,Interpreter,13.38 StarCoderBase-1.1B,Base Model,Japanese,Interpreter,9.94 StarCoderBase-1.1B,Base Model,French,Interpreter,5.03 StarCoderBase-1.1B,Base Model,English,Script,11.31 StarCoderBase-1.1B,Base Model,Chinese,Script,4.65 StarCoderBase-1.1B,Base Model,Japanese,Script,12.52 StarCoderBase-1.1B,Base Model,French,Script,5.73 StarCoderBase-1.1B,Base Model,English,Compile,3.92 StarCoderBase-1.1B,Base Model,Chinese,Compile,14.2 StarCoderBase-1.1B,Base Model,Japanese,Compile,11.68 StarCoderBase-1.1B,Base Model,French,Compile,10.24 CodeGen-16B-Multi,Base Model,English,Interpreter,19.26 CodeGen-16B-Multi,Base Model,Chinese,Interpreter,19.15 CodeGen-16B-Multi,Base Model,Japanese,Interpreter,8.37 CodeGen-16B-Multi,Base Model,French,Interpreter,0.66 CodeGen-16B-Multi,Base Model,English,Script,0.0 CodeGen-16B-Multi,Base Model,Chinese,Script,7.68 CodeGen-16B-Multi,Base Model,Japanese,Script,8.5 CodeGen-16B-Multi,Base Model,French,Script,6.45 CodeGen-16B-Multi,Base Model,English,Compile,1.25 CodeGen-16B-Multi,Base Model,Chinese,Compile,22.2 CodeGen-16B-Multi,Base Model,Japanese,Compile,21.0 CodeGen-16B-Multi,Base Model,French,Compile,4.21 StableCode-3B-alpha,Base Model,English,Interpreter,20.2 StableCode-3B-alpha,Base Model,Chinese,Interpreter,18.98 StableCode-3B-alpha,Base Model,Japanese,Interpreter,3.95 StableCode-3B-alpha,Base Model,French,Interpreter,0.008 StableCode-3B-alpha,Base Model,English,Script,0.0 StableCode-3B-alpha,Base Model,Chinese,Script,4.77 StableCode-3B-alpha,Base Model,Japanese,Script,5.14 StableCode-3B-alpha,Base Model,French,Script,0.8 StableCode-3B-alpha,Base Model,English,Compile,0.98 StableCode-3B-alpha,Base Model,Chinese,Compile,19.54 StableCode-3B-alpha,Base Model,Japanese,Compile,20.77 StableCode-3B-alpha,Base Model,French,Compile,2.03 DeciCoder-1B,Base Model,English,Interpreter,19.32 DeciCoder-1B,Base Model,Chinese,Interpreter,17.85 DeciCoder-1B,Base Model,Japanese,Interpreter,2.01 DeciCoder-1B,Base Model,French,Interpreter,0.47 DeciCoder-1B,Base Model,English,Script,0.0 DeciCoder-1B,Base Model,Chinese,Script,6.08 DeciCoder-1B,Base Model,Japanese,Script,0.0 DeciCoder-1B,Base Model,French,Script,0.1 DeciCoder-1B,Base Model,English,Compile,0.63 DeciCoder-1B,Base Model,Chinese,Compile,15.3 DeciCoder-1B,Base Model,Japanese,Compile,6.87 DeciCoder-1B,Base Model,French,Compile,1.72 Phi-1,Base Model,English,Interpreter,51.22 Phi-1,Base Model,Chinese,Interpreter,19.25 Phi-1,Base Model,Japanese,Interpreter,12.42 Phi-1,Base Model,French,Interpreter,3.11 Phi-1,Base Model,English,Script,0.63 Phi-1,Base Model,Chinese,Script,7.05 Phi-1,Base Model,Japanese,Script,6.21 Phi-1,Base Model,French,Script,6.21 Phi-1,Base Model,English,Compile,10.13 Phi-1,Base Model,Chinese,Compile,10.76 Phi-1,Base Model,Japanese,Compile,14.29 Phi-1,Base Model,French,Compile,4.49 SantaCoder-1.1B,Base Model,English,Interpreter,18.12 SantaCoder-1.1B,Base Model,Chinese,Interpreter,15.47 SantaCoder-1.1B,Base Model,Japanese,Interpreter,1.5 SantaCoder-1.1B,Base Model,French,Interpreter,0.0 SantaCoder-1.1B,Base Model,English,Script,0.0 SantaCoder-1.1B,Base Model,Chinese,Script,0.0 SantaCoder-1.1B,Base Model,Japanese,Script,0.1 SantaCoder-1.1B,Base Model,French,Script,0.0 SantaCoder-1.1B,Base Model,English,Compile,0.7 SantaCoder-1.1B,Base Model,Chinese,Compile,15.0 SantaCoder-1.1B,Base Model,Japanese,Compile,6.2 SantaCoder-1.1B,Base Model,French,Compile,2.0