🌸BigCodeBench
Collection
Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://bigcode-bench.github.io/
•
7 items
•
Updated
•
2
model
stringlengths 9
31
| link
stringlengths 18
77
| size
float64 1.3
110
⌀ | type
stringclasses 2
values | lazy
bool 2
classes | direct_complete
bool 2
classes | complete
float64 20
61.1
| instruct
float64 19.5
51.1
⌀ | elo_mle
int64 678
1.27k
|
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Magicoder-S-DS-6.7B | https://huggingface.co/ise-uiuc/Magicoder-S-DS-6.7B | 6.7 | 🔶 | false | false | 47.6 | 36.2 | 1,080 |
StarCoder2-15B-Instruct-v0.1 | https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1 | 15 | 🔶 | true | false | 45.1 | 37.6 | 1,040 |
StarCoder2-3B | https://huggingface.co/bigcode/starcoder2-3b | 3 | 🟢 | false | true | 21.4 | null | 719 |
StarCoder2-7B | https://huggingface.co/bigcode/starcoder2-7b | 7 | 🟢 | false | true | 27.7 | null | 801 |
StarCoder2-15B | https://huggingface.co/bigcode/starcoder2-15b | 15 | 🟢 | false | true | 38.4 | null | 950 |
CodeQwen1.5-7B | https://huggingface.co/Qwen/CodeQwen1.5-7B | 7 | 🟢 | false | true | 45.6 | null | 1,048 |
CodeGemma-2B | https://huggingface.co/google/codegemma-2b | 2 | 🟢 | false | true | 23.9 | null | 745 |
CodeGemma-7B | https://huggingface.co/google/codegemma-7b | 7 | 🟢 | false | true | 38.3 | null | 951 |
CodeGemma-7B-Instruct | https://huggingface.co/google/codegemma-7b-it | 7 | 🔶 | false | false | 39.3 | 32.3 | 963 |
GPT-3.5-Turbo-0125 | https://openai.com/index/new-embedding-models-and-api-updates | null | 🔶 | false | false | 50.6 | 39.1 | 1,112 |
GPT-4o-2024-05-13 | https://openai.com/index/hello-gpt-4o/ | null | 🔶 | true | false | 61.1 | 51.1 | 1,266 |
GPT-4-Turbo-2024-04-09 | https://openai.com/blog/new-models-and-developer-products-announced-at-devday | null | 🔶 | false | false | 58.2 | 48.2 | 1,211 |
GPT-4-0613 | https://openai.com/blog/new-models-and-developer-products-announced-at-devday | null | 🔶 | true | false | 57.2 | 46 | 1,209 |
CodeLlama-7B-Base | https://huggingface.co/codellama/CodeLlama-7b-hf | 7 | 🟢 | false | true | 28.7 | null | 818 |
CodeLlama-13B-Base | https://huggingface.co/codellama/CodeLlama-13b-hf | 13 | 🟢 | false | true | 32 | null | 865 |
CodeLlama-7B-Instruct | https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf | 7 | 🔶 | false | false | 25.7 | 21.9 | 773 |
CodeLlama-13B-Instruct | https://huggingface.co/codellama/CodeLlama-13b-Instruct-hf | 13 | 🔶 | true | false | 31.7 | 28.5 | 858 |
Mistral-Large-2402 | https://mistral.ai/news/mistral-large/ | null | 🔶 | false | false | 38.3 | 30 | 948 |
Mistral-Small-2402 | https://mistral.ai/news/mistral-large/ | null | 🔶 | true | false | 41.3 | 32.1 | 988 |
Mixtral-8x22B-Base | https://huggingface.co/mistralai/Mixtral-8x22B-v0.1 | 44 | 🟢 | false | false | 45.3 | null | 1,042 |
Mixtral-8x22B-Instruct | https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1 | 44 | 🔶 | false | false | 50.2 | 40.6 | 1,109 |
CodeLlama-34B-Base | https://huggingface.co/codellama/CodeLlama-34b-hf | 34 | 🟢 | false | true | 37.1 | null | 933 |
CodeLlama-34B-Instruct | https://huggingface.co/codellama/CodeLlama-34b-Instruct-hf | 34 | 🔶 | false | false | 35.6 | 29 | 911 |
CodeLlama-70B-Base | https://huggingface.co/codellama/CodeLlama-70b-hf | 70 | 🟢 | false | true | 44 | null | 1,026 |
CodeLlama-70B-Instruct | https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf | 70 | 🔶 | false | false | 49.6 | 40.7 | 1,107 |
CodeQwen1.5-7B-Chat | https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat | 7 | 🔶 | false | false | 43.6 | 39.6 | 1,022 |
Qwen1.5-110B-Chat | https://huggingface.co/Qwen/Qwen1.5-110B-Chat | 110 | 🔶 | true | false | 44.4 | 35 | 1,024 |
Qwen1.5-72B-Chat | https://huggingface.co/Qwen/Qwen1.5-72B-Chat | 72 | 🔶 | false | false | 40.3 | 33.2 | 972 |
Qwen1.5-32B-Chat | https://huggingface.co/Qwen/Qwen1.5-32B-Chat | 32 | 🔶 | false | false | 42 | 32.3 | 995 |
DeepSeek-V2-Chat | https://www.deepseek.com/ | 21 | 🔶 | false | false | 49 | 40.4 | 1,091 |
DeepSeek-Coder-1.3B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base | 1.3 | 🟢 | false | true | 22.2 | null | 721 |
DeepSeek-Coder-1.3B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct | 1.3 | 🔶 | false | false | 29.6 | 22.8 | 830 |
DeepSeek-Coder-33B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-33b-base | 33 | 🟢 | false | true | 46.6 | null | 1,056 |
DeepSeek-Coder-33B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct | 33 | 🔶 | false | false | 51.1 | 42 | 1,123 |
DeepSeek-Coder-6.7B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base | 6.7 | 🟢 | false | true | 41.8 | null | 996 |
DeepSeek-Coder-6.7B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct | 6.7 | 🔶 | false | false | 43.8 | 35.5 | 1,020 |
Llama-3-70B-Base | https://huggingface.co/meta-llama/Meta-Llama-3-70B | 70 | 🟢 | false | true | 43.3 | null | 1,018 |
Llama-3-70B-Instruct | https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct | 70 | 🔶 | false | false | 54.5 | 43.6 | 1,165 |
Llama-3-8B-Base | https://huggingface.co/meta-llama/Meta-Llama-3-8B | 8 | 🟢 | false | true | 28.8 | null | 810 |
Llama-3-8B-Instruct | https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct | 8 | 🔶 | false | false | 36.9 | 31.9 | 927 |
Granite-Code-3B-Instruct | https://huggingface.co/ibm-granite/granite-3b-code-instruct | 3 | 🔶 | false | false | 31.4 | null | 852 |
Granite-Code-8B-Instruct | https://huggingface.co/ibm-granite/granite-8b-code-instruct | 8 | 🔶 | false | false | 39.7 | null | 966 |
Granite-Code-20B-Instruct | https://huggingface.co/ibm-granite/granite-20b-code-instruct | 20 | 🔶 | false | false | 42 | 34 | 1,001 |
Granite-Code-34B-Instruct | https://huggingface.co/ibm-granite/granite-34b-code-instruct | 34 | 🔶 | false | false | 44.4 | 36.1 | 1,033 |
Granite-Code-3B-Base | https://huggingface.co/ibm-granite/granite-3b-code-base | 3 | 🟢 | false | true | 20 | null | 678 |
Granite-Code-8B-Base | https://huggingface.co/ibm-granite/granite-8b-code-base | 8 | 🟢 | false | true | 35.7 | null | 913 |
Granite-Code-20B-Base | https://huggingface.co/ibm-granite/granite-20b-code-base | 20 | 🟢 | false | true | 25.6 | null | 784 |
Granite-Code-34B-Base | https://huggingface.co/ibm-granite/granite-34b-code-base | 34 | 🟢 | false | true | 38.4 | null | 949 |
Claude-3-Haiku-20240307 | https://www.anthropic.com/news/claude-3-family | null | 🔶 | false | false | 50.1 | 39.4 | 1,107 |
Claude-3-Sonnet-20240229 | https://www.anthropic.com/news/claude-3-family | null | 🔶 | false | false | 53.8 | 42.7 | 1,153 |
Claude-3-Opus-20240229 | https://www.anthropic.com/news/claude-3-family | null | 🔶 | false | false | 57.4 | 45.5 | 1,205 |
Yi-1.5-34B-Chat | https://huggingface.co/01-ai/Yi-1.5-34B-Chat | 34 | 🔶 | false | false | 43.8 | 33.9 | 1,019 |
Yi-1.5-34B | https://huggingface.co/01-ai/Yi-1.5-34B | 34 | 🟢 | false | true | 40.3 | null | 972 |
Yi-1.5-9B-Chat | https://huggingface.co/01-ai/Yi-1.5-9B-Chat | 9 | 🔶 | false | false | 42.4 | 34.5 | 1,000 |
Yi-1.5-9B | https://huggingface.co/01-ai/Yi-1.5-9B | 9 | 🟢 | false | true | 35.5 | null | 909 |
Yi-1.5-6B-Chat | https://huggingface.co/01-ai/Yi-1.5-6B-Chat | 9 | 🔶 | false | false | 33.9 | 25.6 | 886 |
Yi-1.5-6B | https://huggingface.co/01-ai/Yi-1.5-6B | 9 | 🟢 | false | true | 27.4 | null | 798 |
Qwen2-57B-A14B | https://huggingface.co/Qwen/Qwen2-57B-A14B | 14 | 🔶 | false | false | 46.8 | 36.1 | 1,060 |
Qwen2-7B-Instruct | https://huggingface.co/Qwen/Qwen2-7B-Instruct | 7 | 🔶 | true | false | 42.1 | 29.1 | 997 |
Qwen2-72B-Chat | https://huggingface.co/Qwen/Qwen2-72B-Chat | 72 | 🔶 | false | false | 54 | 38.5 | 1,163 |
Gemini-1.5-Pro-API-0514 | https://deepmind.google/technologies/gemini/pro | null | 🔶 | false | false | 57.5 | 43.8 | 1,214 |
Gemini-1.5-Flash-API-0514 | https://deepmind.google/technologies/gemini/flash/ | null | 🔶 | false | false | 55.1 | 43.5 | 1,183 |
OpenCodeInterpreter-DS-33B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-33B | 33 | 🔶 | false | true | 51 | null | 1,125 |
OpenCodeInterpreter-DS-6.7B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-6.7B | 6.7 | 🔶 | false | false | 44.6 | 37.1 | 1,032 |
OpenCodeInterpreter-DS-1.3B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-1.3B | 1.3 | 🔶 | false | false | 29.8 | 25.3 | 826 |
Phi-3-medium-128k-instruct | https://huggingface.co/microsoft/Phi-3-medium-128k-instruct | 14 | 🔶 | false | false | 48.7 | 37.6 | 1,096 |
Phi-3-small-128k-instruct | https://huggingface.co/microsoft/Phi-3-small-128k-instruct | 7 | 🔶 | false | false | 39.4 | 31.1 | 959 |
Codestral-22B-v0.1 | https://huggingface.co/mistralai/Codestral-22B-v0.1 | 22 | 🔶 | false | true | 52.8 | null | 1,150 |
Mistral-7B-Instruct-v0.3 | https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3 | 7 | 🔶 | false | false | 27.3 | 19.5 | 799 |
Mistral-7B-v0.3 | https://huggingface.co/mistralai/Mistral-7B-v0.3 | 7 | 🟢 | false | true | 23.5 | null | 739 |
Command R+ | https://huggingface.co/CohereForAI/c4ai-command-r-plus | 104 | 🔶 | false | false | 41.9 | 33.8 | 994 |
DeepSeek-Coder-V2-Instruct | https://www.deepseek.com/ | 21 | 🔶 | false | false | 59.7 | 48.2 | 1,247 |
DeepSeek-Coder-V2-Lite-Instruct | https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | 2.4 | 🔶 | false | false | 47.6 | 36.8 | 1,072 |
DeepSeek-Coder-V2-Lite-Base | https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Base | 2.4 | 🟢 | false | false | 45.3 | null | 1,044 |
Claude-3.5-Sonnet-20240620 | https://claude.ai/ | null | 🔶 | false | false | 58.6 | 46.8 | 1,210 |
Hermes-2-Theta-Llama-3-70B | https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-70B | 70 | 🔶 | false | false | 55.6 | 45.6 | 1,186 |
WaveCoder-Ultra-6.7B | https://huggingface.co/microsoft/wavecoder-ultra-6.7b | 6.7 | 🔶 | false | false | 43.7 | 33.9 | 1,017 |
Gemma-2-9B-Instruct | https://huggingface.co/google/gemma-2-9b-it | 9 | 🔶 | false | false | 40.6 | 34.7 | 978 |
AutoCoder | https://huggingface.co/Bin12345/AutoCoder | 33 | 🔶 | false | false | 52.5 | 40.7 | 1,149 |
AutoCoder-S-6.7B | https://huggingface.co/Bin12345/AutoCoder_S_6.7B | 6.7 | 🔶 | false | false | 46.5 | 36.1 | 1,065 |
AutoCoder-QW-7B | https://huggingface.co/Bin12345/AutoCoder_QW_7B | 7 | 🔶 | false | false | 41.8 | 32.2 | 993 |
ReflectionCoder-DS-33B | https://huggingface.co/SenseLLM/ReflectionCoder-DS-33B | 33 | 🔶 | false | true | 53 | null | 1,151 |
ReflectionCoder-DS-6.7B | https://huggingface.co/SenseLLM/ReflectionCoder-DS-6.7B | 6.7 | 🔶 | false | true | 46.2 | null | 1,059 |
ReflectionCoder-CL-34B | https://huggingface.co/SenseLLM/ReflectionCoder-CL-34B | 34 | 🔶 | false | true | 47.3 | null | 1,072 |
ReflectionCoder-CL-7B | https://huggingface.co/SenseLLM/ReflectionCoder-CL-7B | 7 | 🔶 | false | true | 38.3 | null | 947 |