🌸BigCodeBench
Collection
Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://bigcode-bench.github.io/
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7 items
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Updated
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2
model
stringlengths 8
39
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stringlengths 18
77
| moe
bool 2
classes | size
float64 0.5
405
⌀ | act_param
float64 0.5
405
⌀ | type
stringclasses 2
values | complete
float64 11.3
61.1
⌀ | instruct
float64 8.2
51.1
⌀ | elo_mle
int64 508
1.24k
⌀ |
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Magicoder-S-DS-6.7B | https://huggingface.co/ise-uiuc/Magicoder-S-DS-6.7B | false | 6.7 | 6.7 | 🔶 | 47.6 | 36.2 | 1,022 |
StarCoder2-15B-Instruct-v0.1 | https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1 | false | 15 | 15 | 🔶 | 45.1 | 37.6 | 1,013 |
StarCoder2-3B | https://huggingface.co/bigcode/starcoder2-3b | false | 3 | 3 | 🟢 | 21.4 | null | null |
StarCoder2-7B | https://huggingface.co/bigcode/starcoder2-7b | false | 7 | 7 | 🟢 | 27.7 | null | null |
StarCoder2-15B | https://huggingface.co/bigcode/starcoder2-15b | false | 15 | 15 | 🟢 | 38.4 | null | null |
CodeQwen1.5-7B | https://huggingface.co/Qwen/CodeQwen1.5-7B | false | 7 | 7 | 🟢 | 45.6 | null | null |
CodeGemma-2B | https://huggingface.co/google/codegemma-2b | false | 2 | 2 | 🟢 | 23.9 | null | null |
CodeGemma-7B | https://huggingface.co/google/codegemma-7b | false | 7 | 7 | 🟢 | 38.3 | null | null |
CodeGemma-7B-Instruct | https://huggingface.co/google/codegemma-7b-it | false | 7 | 7 | 🔶 | 39.3 | 32.3 | 938 |
GPT-3.5-Turbo-0125 | https://openai.com/index/new-embedding-models-and-api-updates | false | null | null | 🔶 | 50.6 | 39.1 | 1,063 |
GPT-4o-2024-05-13 | https://openai.com/index/hello-gpt-4o/ | false | null | null | 🔶 | 61.1 | 51.1 | 1,239 |
GPT-4-Turbo-2024-04-09 | https://openai.com/blog/new-models-and-developer-products-announced-at-devday | false | null | null | 🔶 | 58.2 | 48.2 | 1,186 |
GPT-4-0613 | https://openai.com/blog/new-models-and-developer-products-announced-at-devday | false | null | null | 🔶 | 57.2 | 46 | 1,168 |
CodeLlama-7B-Base | https://huggingface.co/codellama/CodeLlama-7b-hf | false | 7 | 7 | 🟢 | 28.7 | null | null |
CodeLlama-13B-Base | https://huggingface.co/codellama/CodeLlama-13b-hf | false | 13 | 13 | 🟢 | 32 | null | null |
CodeLlama-7B-Instruct | https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf | false | 7 | 7 | 🔶 | 25.7 | 21.9 | 767 |
CodeLlama-13B-Instruct | https://huggingface.co/codellama/CodeLlama-13b-Instruct-hf | false | 13 | 13 | 🔶 | 31.7 | 28.5 | 858 |
Mistral-Large-2402 | https://mistral.ai/news/mistral-large/ | false | null | null | 🔶 | 38.3 | 30 | 914 |
Mistral-Small-2402 | https://mistral.ai/news/mistral-large/ | false | null | null | 🔶 | 41.3 | 32.1 | 948 |
Mixtral-8x22B-Base | https://huggingface.co/mistralai/Mixtral-8x22B-v0.1 | true | 176 | 44 | 🟢 | 45.3 | null | null |
Mixtral-8x22B-Instruct | https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1 | false | 176 | 44 | 🔶 | 50.2 | 40.6 | 1,071 |
CodeLlama-34B-Base | https://huggingface.co/codellama/CodeLlama-34b-hf | false | 34 | 34 | 🟢 | 37.1 | null | null |
CodeLlama-34B-Instruct | https://huggingface.co/codellama/CodeLlama-34b-Instruct-hf | false | 34 | 34 | 🔶 | 35.6 | 29 | 887 |
CodeLlama-70B-Base | https://huggingface.co/codellama/CodeLlama-70b-hf | false | 70 | 70 | 🟢 | 44 | null | null |
CodeLlama-70B-Instruct | https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf | false | 70 | 70 | 🔶 | 49.6 | 40.7 | 1,069 |
CodeQwen1.5-7B-Chat | https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat | false | 7 | 7 | 🔶 | 43.6 | 39.6 | 1,019 |
Qwen1.5-110B-Chat | https://huggingface.co/Qwen/Qwen1.5-110B-Chat | false | 110 | 110 | 🔶 | 44.4 | 35 | 986 |
Qwen1.5-72B-Chat | https://huggingface.co/Qwen/Qwen1.5-72B-Chat | false | 72 | 72 | 🔶 | 40.3 | 33.2 | 947 |
Qwen1.5-32B-Chat | https://huggingface.co/Qwen/Qwen1.5-32B-Chat | false | 32 | 32 | 🔶 | 42 | 32.3 | 952 |
DeepSeek-V2-Chat | https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat | true | 236 | 21 | 🔶 | 49 | 40.4 | 1,060 |
DeepSeek-Coder-1.3B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base | false | 1.3 | 1.3 | 🟢 | 22.2 | null | null |
DeepSeek-Coder-1.3B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct | false | 1.3 | 1.3 | 🔶 | 29.6 | 22.8 | 800 |
DeepSeek-Coder-33B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-33b-base | false | 33 | 33 | 🟢 | 46.6 | null | null |
DeepSeek-Coder-33B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct | false | 33 | 33 | 🔶 | 51.1 | 42 | 1,089 |
DeepSeek-Coder-6.7B-Base | https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base | false | 6.7 | 6.7 | 🟢 | 41.8 | null | null |
DeepSeek-Coder-6.7B-Instruct | https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct | false | 6.7 | 6.7 | 🔶 | 43.8 | 35.5 | 988 |
Llama-3-70B-Base | https://huggingface.co/meta-llama/Meta-Llama-3-70B | false | 70 | 70 | 🟢 | 43.3 | null | null |
Llama-3-70B-Instruct | https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct | false | 70 | 70 | 🔶 | 54.5 | 43.6 | 1,124 |
Llama-3-8B-Base | https://huggingface.co/meta-llama/Meta-Llama-3-8B | false | 8 | 8 | 🟢 | 28.8 | null | null |
Llama-3-8B-Instruct | https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct | false | 8 | 8 | 🔶 | 36.9 | 31.9 | 916 |
Granite-Code-3B-Instruct | https://huggingface.co/ibm-granite/granite-3b-code-instruct | false | 3 | 3 | 🔶 | 31.4 | null | null |
Granite-Code-8B-Instruct | https://huggingface.co/ibm-granite/granite-8b-code-instruct | false | 8 | 8 | 🔶 | 39.7 | null | null |
Granite-Code-20B-Instruct | https://huggingface.co/ibm-granite/granite-20b-code-instruct | false | 20 | 20 | 🔶 | 42 | 34 | 968 |
Granite-Code-34B-Instruct | https://huggingface.co/ibm-granite/granite-34b-code-instruct | false | 34 | 34 | 🔶 | 44.4 | 36.1 | 998 |
Granite-Code-3B-Base | https://huggingface.co/ibm-granite/granite-3b-code-base | false | 3 | 3 | 🟢 | 20 | null | null |
Granite-Code-8B-Base | https://huggingface.co/ibm-granite/granite-8b-code-base | false | 8 | 8 | 🟢 | 35.7 | null | null |
Granite-Code-20B-Base | https://huggingface.co/ibm-granite/granite-20b-code-base | false | 20 | 20 | 🟢 | 25.6 | null | null |
Granite-Code-34B-Base | https://huggingface.co/ibm-granite/granite-34b-code-base | false | 34 | 34 | 🟢 | 38.4 | null | null |
Claude-3-Haiku-20240307 | https://www.anthropic.com/news/claude-3-family | false | null | null | 🔶 | 50.1 | 39.4 | 1,059 |
Claude-3-Sonnet-20240229 | https://www.anthropic.com/news/claude-3-family | false | null | null | 🔶 | 53.8 | 42.7 | 1,109 |
Claude-3-Opus-20240229 | https://www.anthropic.com/news/claude-3-family | false | null | null | 🔶 | 57.4 | 45.5 | 1,156 |
Yi-1.5-34B-Chat | https://huggingface.co/01-ai/Yi-1.5-34B-Chat | false | 34 | 34 | 🔶 | 43.8 | 33.9 | 975 |
Yi-1.5-34B | https://huggingface.co/01-ai/Yi-1.5-34B | false | 34 | 34 | 🟢 | 40.3 | null | null |
Yi-1.5-9B-Chat | https://huggingface.co/01-ai/Yi-1.5-9B-Chat | false | 9 | 9 | 🔶 | 42.4 | 34.5 | 972 |
Yi-1.5-9B | https://huggingface.co/01-ai/Yi-1.5-9B | false | 9 | 9 | 🟢 | 35.5 | null | null |
Yi-1.5-6B-Chat | https://huggingface.co/01-ai/Yi-1.5-6B-Chat | false | 6 | 6 | 🔶 | 33.9 | 25.6 | 847 |
Yi-1.5-6B | https://huggingface.co/01-ai/Yi-1.5-6B | false | 6 | 6 | 🟢 | 27.4 | null | null |
Qwen2-57B-A14B | https://huggingface.co/Qwen/Qwen2-57B-A14B | true | 57 | 14 | 🔶 | 46.8 | 36.1 | 1,013 |
Qwen2-7B-Instruct | https://huggingface.co/Qwen/Qwen2-7B-Instruct | false | 7 | 7 | 🔶 | 42.1 | 29.1 | 931 |
Qwen2-72B-Chat | https://huggingface.co/Qwen/Qwen2-72B-Chat | false | 72 | 72 | 🔶 | 54 | 38.5 | 1,081 |
Gemini-1.5-Pro-API-0514 | https://deepmind.google/technologies/gemini/pro | false | null | null | 🔶 | 57.5 | 43.8 | 1,147 |
Gemini-1.5-Flash-API-0514 | https://deepmind.google/technologies/gemini/flash/ | false | null | null | 🔶 | 55.1 | 43.5 | 1,130 |
OpenCodeInterpreter-DS-33B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-33B | false | 33 | 33 | 🔶 | 51 | null | null |
OpenCodeInterpreter-DS-6.7B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-6.7B | false | 6.7 | 6.7 | 🔶 | 44.6 | 37.1 | 1,006 |
OpenCodeInterpreter-DS-1.3B | https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-1.3B | false | 1.3 | 1.3 | 🔶 | 29.8 | 25.3 | 818 |
Phi-3-Medium-128K-Instruct | https://huggingface.co/microsoft/Phi-3-medium-128k-instruct | false | 14 | 14 | 🔶 | 48.7 | 37.6 | 1,041 |
Phi-3-Small-128K-Instruct | https://huggingface.co/microsoft/Phi-3-small-128k-instruct | false | 7 | 7 | 🔶 | 39.4 | 31.1 | 923 |
Codestral-22B-v0.1 | https://huggingface.co/mistralai/Codestral-22B-v0.1 | false | 22 | 22 | 🔶 | 52.5 | 41.8 | 1,099 |
Codestral-Mamba | https://huggingface.co/mistralai/mamba-codestral-7B-v0.1 | false | 7 | 7 | 🔶 | 44.6 | 35.9 | 997 |
Mistral-7B-Instruct-v0.3 | https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3 | false | 7 | 7 | 🔶 | 27.3 | 19.5 | 755 |
Mistral-7B-v0.3 | https://huggingface.co/mistralai/Mistral-7B-v0.3 | false | 7 | 7 | 🟢 | 23.5 | null | null |
Command R+ | https://huggingface.co/CohereForAI/c4ai-command-r-plus | false | 104 | 104 | 🔶 | 41.9 | 33.8 | 962 |
DeepSeek-Coder-V2-Instruct | https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct | true | 236 | 21 | 🔶 | 59.7 | 48.2 | 1,208 |
DeepSeek-Coder-V2-Lite-Instruct | https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | true | 16 | 2.4 | 🔶 | 47.6 | 36.8 | 1,023 |
DeepSeek-Coder-V2-Lite-Base | https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Base | true | 16 | 2.4 | 🟢 | 30.6 | null | null |
Claude-3.5-Sonnet-20240620 | https://claude.ai/ | false | null | null | 🔶 | 58.6 | 46.8 | 1,169 |
Hermes-2-Theta-Llama-3-70B | https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-70B | false | 70 | 70 | 🔶 | 55.6 | 45.6 | 1,152 |
WaveCoder-Ultra-6.7B | https://huggingface.co/microsoft/wavecoder-ultra-6.7b | false | 6.7 | 6.7 | 🔶 | 43.7 | 33.9 | 975 |
Gemma-2-9B-Instruct | https://huggingface.co/google/gemma-2-9b-it | false | 9 | 9 | 🔶 | 40.6 | 34.7 | 959 |
AutoCoder | https://huggingface.co/Bin12345/AutoCoder | false | 33 | 33 | 🔶 | 52.5 | 40.7 | 1,092 |
AutoCoder-S-6.7B | https://huggingface.co/Bin12345/AutoCoder_S_6.7B | false | 6.7 | 6.7 | 🔶 | 46.5 | 36.1 | 1,012 |
AutoCoder-QW-7B | https://huggingface.co/Bin12345/AutoCoder_QW_7B | false | 7 | 7 | 🔶 | 41.8 | 32.2 | 950 |
ReflectionCoder-DS-33B | https://huggingface.co/SenseLLM/ReflectionCoder-DS-33B | false | 33 | 33 | 🔶 | 52.9 | 42.4 | 1,106 |
ReflectionCoder-DS-6.7B | https://huggingface.co/SenseLLM/ReflectionCoder-DS-6.7B | false | 6.7 | 6.7 | 🔶 | 47.8 | 36.8 | 1,028 |
ReflectionCoder-CL-34B | https://huggingface.co/SenseLLM/ReflectionCoder-CL-34B | false | 34 | 34 | 🔶 | 46.8 | 37.7 | 1,026 |
ReflectionCoder-CL-7B | https://huggingface.co/SenseLLM/ReflectionCoder-CL-7B | false | 7 | 7 | 🔶 | 40.5 | 28.4 | 911 |
Phi-3.1-Mini-128K-Instruct | https://huggingface.co/microsoft/Phi-3-mini-128k-instruct | false | 3.8 | 3.8 | 🔶 | 46.2 | 36.8 | 1,013 |
Phi-3-Mini-128K-Instruct | https://huggingface.co/microsoft/Phi-3-mini-128k-instruct | false | 3.8 | 3.8 | 🔶 | 40.6 | 29.6 | 923 |
InternLM2.5-7B-Chat | https://huggingface.co/internlm/internlm2_5-7b-chat | false | 7 | 7 | 🔶 | 33.1 | 25.8 | 846 |
Hermes-2-Pro-Llama-3-70B | https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-70B | false | 70 | 70 | 🔶 | 54.5 | 37.2 | 1,072 |
DeepSeek-V2-Chat (2024-06-28) | https://www.deepseek.com/ | true | 236 | 21 | 🔶 | 59.4 | 48.9 | 1,210 |
Gemma-2-27B-Instruct | https://huggingface.co/google/gemma-2-27b-it | false | 27 | 27 | 🔶 | 52.5 | 42.8 | 1,108 |
Artigenz-Coder-DS-6.7B | https://huggingface.co/Artigenz/Artigenz-Coder-DS-6.7B | false | 6.7 | 6.7 | 🔶 | 47.1 | 38 | 1,031 |
OpenChat-3.6-8B-20240522 | https://huggingface.co/openchat/openchat-3.6-8b-20240522 | false | 8 | 8 | 🔶 | 37.1 | 28.1 | 888 |
Phind-CodeLlama-34B-v2 | https://huggingface.co/Phind/Phind-CodeLlama-34B-v2 | false | 34 | 34 | 🔶 | 47.5 | 38.2 | 1,034 |
Yi-Large | https://www.lingyiwanwu.com/ | false | null | null | 🔶 | 47.2 | 37.7 | 1,024 |
CodeGeex4-All-9B | https://huggingface.co/THUDM/codegeex4-all-9b | false | 9 | 9 | 🔶 | 49 | 40 | 1,060 |
GPT-4o-mini-2024-07-18 | https://openai.com/index/gpt-4o-mini-advancing-cost-efficient-intelligence/ | false | null | null | 🔶 | 57.4 | 46.1 | 1,165 |
Athene-70B | https://huggingface.co/Nexusflow/Athene-70B | false | 70 | 70 | 🔶 | 47.5 | 36.8 | 1,019 |
Nxcode-CQ-7B-Orpo | https://huggingface.co/NTQAI/Nxcode-CQ-7B-orpo | false | 7 | 7 | 🔶 | 44.6 | 39.6 | 1,025 |
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