🌸BigCodeBench
Collection
Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://bigcode-bench.github.io/
•
8 items
•
Updated
•
4
Dataset Viewer
model
stringlengths 5
72
| link
stringlengths 17
88
| moe
bool 2
classes | size
float64 0.5
671
⌀ | act_param
float64 0.5
405
⌀ | type
stringclasses 2
values | complete
float64 7.9
62.4
⌀ | instruct
float64 7
51.1
⌀ | date
stringdate 2023-08-25 00:00:00
2025-04-14 00:00:00
| prefill
bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|
Magicoder-S-DS-6.7B
|
https://huggingface.co/ise-uiuc/Magicoder-S-DS-6.7B
| false
| 6.7
| 6.7
|
🔶
| 47.6
| 36.2
|
2024-12-04
| true
|
StarCoder2-15B-Instruct-v0.1
|
https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1
| false
| 15
| 15
|
🔶
| 45.1
| 37.6
|
2024-04-30
| true
|
StarCoder2-3B
|
https://huggingface.co/bigcode/starcoder2-3b
| false
| 3
| 3
|
🟢
| 21.4
| null |
2024-02-29
| true
|
StarCoder2-7B
|
https://huggingface.co/bigcode/starcoder2-7b
| false
| 7
| 7
|
🟢
| 27.7
| null |
2024-02-29
| true
|
StarCoder2-15B
|
https://huggingface.co/bigcode/starcoder2-15b
| false
| 15
| 15
|
🟢
| 38.4
| null |
2024-02-29
| true
|
CodeQwen1.5-7B
|
https://huggingface.co/Qwen/CodeQwen1.5-7B
| false
| 7
| 7
|
🟢
| 45.6
| null |
2024-04-16
| true
|
CodeGemma-2B
|
https://huggingface.co/google/codegemma-2b
| false
| 2
| 2
|
🟢
| 23.9
| null |
2024-04-10
| true
|
CodeGemma-7B
|
https://huggingface.co/google/codegemma-7b
| false
| 7
| 7
|
🟢
| 38.3
| null |
2024-04-10
| true
|
CodeGemma-7B-Instruct
|
https://huggingface.co/google/codegemma-7b-it
| false
| 7
| 7
|
🔶
| 39.3
| 32.3
|
2024-04-10
| true
|
GPT-3.5-Turbo-0125
|
https://openai.com/index/new-embedding-models-and-api-updates
| false
| null | null |
🔶
| 50.6
| 39.1
|
2024-01-25
| true
|
GPT-4o-2024-05-13
|
https://openai.com/index/hello-gpt-4o/
| false
| null | null |
🔶
| 61.1
| 51.1
|
2024-05-13
| true
|
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
|
2024-04-09
| true
|
GPT-4-0613
|
https://openai.com/blog/new-models-and-developer-products-announced-at-devday
| false
| null | null |
🔶
| 57.2
| 46
|
2024-06-13
| true
|
CodeLlama-7B-Base
|
https://huggingface.co/codellama/CodeLlama-7b-hf
| false
| 7
| 7
|
🟢
| 28.7
| null |
2023-08-25
| true
|
CodeLlama-13B-Base
|
https://huggingface.co/codellama/CodeLlama-13b-hf
| false
| 13
| 13
|
🟢
| 32
| null |
2023-08-25
| true
|
CodeLlama-7B-Instruct
|
https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf
| false
| 7
| 7
|
🔶
| 25.7
| 21.9
|
2023-08-25
| true
|
CodeLlama-13B-Instruct
|
https://huggingface.co/codellama/CodeLlama-13b-Instruct-hf
| false
| 13
| 13
|
🔶
| 31.7
| 28.5
|
2023-08-25
| true
|
Mistral-Large-2402
|
https://mistral.ai/news/mistral-large/
| false
| null | null |
🔶
| 38.3
| 30
|
2024-02-26
| true
|
Mistral-Small-2402
|
https://mistral.ai/news/mistral-large/
| false
| null | null |
🔶
| 41.3
| 32.1
|
2024-02-26
| true
|
Mixtral-8x22B-Base
|
https://huggingface.co/mistralai/Mixtral-8x22B-v0.1
| true
| 176
| 44
|
🟢
| 45.3
| null |
2024-04-17
| true
|
Mixtral-8x22B-Instruct
|
https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1
| false
| 176
| 44
|
🔶
| 50.2
| 40.6
|
2024-04-17
| true
|
CodeLlama-34B-Base
|
https://huggingface.co/codellama/CodeLlama-34b-hf
| false
| 34
| 34
|
🟢
| 37.1
| null |
2023-08-25
| true
|
CodeLlama-34B-Instruct
|
https://huggingface.co/codellama/CodeLlama-34b-Instruct-hf
| false
| 34
| 34
|
🔶
| 35.6
| 29
|
2023-08-25
| true
|
CodeLlama-70B-Base
|
https://huggingface.co/codellama/CodeLlama-70b-hf
| false
| 70
| 70
|
🟢
| 44
| null |
2023-08-25
| true
|
CodeLlama-70B-Instruct
|
https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf
| false
| 70
| 70
|
🔶
| 49.6
| 40.7
|
2023-08-25
| true
|
CodeQwen1.5-7B-Chat
|
https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat
| false
| 7
| 7
|
🔶
| 43.6
| 39.6
|
2024-04-16
| true
|
Qwen1.5-110B-Chat
|
https://huggingface.co/Qwen/Qwen1.5-110B-Chat
| false
| 110
| 110
|
🔶
| 44.4
| 35
|
2024-04-26
| true
|
Qwen1.5-72B-Chat
|
https://huggingface.co/Qwen/Qwen1.5-72B-Chat
| false
| 72
| 72
|
🔶
| 40.3
| 33.2
|
2024-04-26
| true
|
Qwen1.5-32B-Chat
|
https://huggingface.co/Qwen/Qwen1.5-32B-Chat
| false
| 32
| 32
|
🔶
| 42
| 32.3
|
2024-04-26
| true
|
DeepSeek-V2-Chat
|
https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat
| true
| 236
| 21
|
🔶
| 49
| 40.4
|
2024-04-06
| true
|
DeepSeek-Coder-1.3B-Base
|
https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base
| false
| 1.3
| 1.3
|
🟢
| 22.2
| null |
2023-10-28
| true
|
DeepSeek-Coder-1.3B-Instruct
|
https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct
| false
| 1.3
| 1.3
|
🔶
| 29.6
| 22.8
|
2023-10-28
| true
|
DeepSeek-Coder-33B-Base
|
https://huggingface.co/deepseek-ai/deepseek-coder-33b-base
| false
| 33
| 33
|
🟢
| 46.6
| null |
2023-10-28
| true
|
DeepSeek-Coder-33B-Instruct
|
https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct
| false
| 33
| 33
|
🔶
| 51.1
| 42
|
2023-10-28
| true
|
DeepSeek-Coder-6.7B-Base
|
https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base
| false
| 6.7
| 6.7
|
🟢
| 41.8
| null |
2023-10-28
| true
|
DeepSeek-Coder-6.7B-Instruct
|
https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct
| false
| 6.7
| 6.7
|
🔶
| 43.8
| 35.5
|
2023-10-28
| true
|
Llama-3-70B-Base
|
https://huggingface.co/meta-llama/Meta-Llama-3-70B
| false
| 70
| 70
|
🟢
| 43.3
| null |
2024-04-18
| true
|
Llama-3-70B-Instruct
|
https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct
| false
| 70
| 70
|
🔶
| 54.5
| 43.6
|
2024-04-18
| true
|
Llama-3-8B-Base
|
https://huggingface.co/meta-llama/Meta-Llama-3-8B
| false
| 8
| 8
|
🟢
| 28.8
| null |
2024-04-18
| true
|
Llama-3-8B-Instruct
|
https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
| false
| 8
| 8
|
🔶
| 36.9
| 31.9
|
2024-04-18
| true
|
Granite-Code-3B-Instruct
|
https://huggingface.co/ibm-granite/granite-3b-code-instruct
| false
| 3
| 3
|
🔶
| 31.4
| null |
2024-05-06
| true
|
Granite-Code-8B-Instruct
|
https://huggingface.co/ibm-granite/granite-8b-code-instruct
| false
| 8
| 8
|
🔶
| 39.7
| null |
2024-05-06
| true
|
Granite-Code-20B-Instruct
|
https://huggingface.co/ibm-granite/granite-20b-code-instruct
| false
| 20
| 20
|
🔶
| 42
| 34
|
2024-05-06
| true
|
Granite-Code-34B-Instruct
|
https://huggingface.co/ibm-granite/granite-34b-code-instruct
| false
| 34
| 34
|
🔶
| 44.4
| 36.1
|
2024-05-06
| true
|
Granite-Code-3B-Base
|
https://huggingface.co/ibm-granite/granite-3b-code-base
| false
| 3
| 3
|
🟢
| 20
| null |
2024-05-06
| true
|
Granite-Code-8B-Base
|
https://huggingface.co/ibm-granite/granite-8b-code-base
| false
| 8
| 8
|
🟢
| 35.7
| null |
2024-05-06
| true
|
Granite-Code-20B-Base
|
https://huggingface.co/ibm-granite/granite-20b-code-base
| false
| 20
| 20
|
🟢
| 25.6
| null |
2024-05-06
| true
|
Granite-Code-34B-Base
|
https://huggingface.co/ibm-granite/granite-34b-code-base
| false
| 34
| 34
|
🟢
| 38.4
| null |
2024-05-06
| true
|
Claude-3-Haiku-20240307
|
https://www.anthropic.com/news/claude-3-family
| false
| null | null |
🔶
| 50.1
| 39.4
|
2024-03-07
| false
|
Claude-3-Sonnet-20240229
|
https://www.anthropic.com/news/claude-3-family
| false
| null | null |
🔶
| 53.8
| 42.7
|
2024-02-29
| false
|
Claude-3-Opus-20240229
|
https://www.anthropic.com/news/claude-3-family
| false
| null | null |
🔶
| 57.4
| 45.5
|
2024-02-29
| false
|
Yi-1.5-34B-Chat
|
https://huggingface.co/01-ai/Yi-1.5-34B-Chat
| false
| 34
| 34
|
🔶
| 43.8
| 33.9
|
2024-05-20
| true
|
Yi-1.5-34B
|
https://huggingface.co/01-ai/Yi-1.5-34B
| false
| 34
| 34
|
🟢
| 40
| null |
2024-05-20
| true
|
Yi-1.5-9B-Chat
|
https://huggingface.co/01-ai/Yi-1.5-9B-Chat
| false
| 9
| 9
|
🔶
| 42.4
| 34.5
|
2024-05-20
| true
|
Yi-1.5-9B
|
https://huggingface.co/01-ai/Yi-1.5-9B
| false
| 9
| 9
|
🟢
| 35.5
| null |
2024-05-20
| true
|
Yi-1.5-6B-Chat
|
https://huggingface.co/01-ai/Yi-1.5-6B-Chat
| false
| 6
| 6
|
🔶
| 33.9
| 25.6
|
2024-05-20
| true
|
Yi-1.5-6B
|
https://huggingface.co/01-ai/Yi-1.5-6B
| false
| 6
| 6
|
🟢
| 27.5
| null |
2024-05-20
| true
|
Qwen2-57B-A14B
|
https://huggingface.co/Qwen/Qwen2-57B-A14B
| true
| 57
| 14
|
🔶
| 46.8
| 36.1
|
2024-06-07
| true
|
Qwen2-7B-Instruct
|
https://huggingface.co/Qwen/Qwen2-7B-Instruct
| false
| 7
| 7
|
🔶
| 42.1
| 29.1
|
2024-06-07
| true
|
Qwen2-72B-Chat
|
https://huggingface.co/Qwen/Qwen2-72B-Chat
| false
| 72
| 72
|
🔶
| 54
| 38.5
|
2024-06-07
| true
|
Gemini-1.5-Pro-API-0514
|
https://deepmind.google/technologies/gemini/pro
| false
| null | null |
🔶
| 57.5
| 43.8
|
2024-05-14
| true
|
Gemini-1.5-Flash-API-0514
|
https://deepmind.google/technologies/gemini/flash/
| false
| null | null |
🔶
| 55.1
| 43.5
|
2024-05-14
| true
|
OpenCodeInterpreter-DS-33B
|
https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-33B
| false
| 33
| 33
|
🔶
| 51
| null |
2024-02-22
| true
|
OpenCodeInterpreter-DS-6.7B
|
https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-6.7B
| false
| 6.7
| 6.7
|
🔶
| 44.6
| 37.1
|
2024-02-22
| true
|
OpenCodeInterpreter-DS-1.3B
|
https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-1.3B
| false
| 1.3
| 1.3
|
🔶
| 29.8
| 25.3
|
2024-02-22
| true
|
Phi-3-Medium-128K-Instruct
|
https://huggingface.co/microsoft/Phi-3-medium-128k-instruct
| false
| 14
| 14
|
🔶
| 48.7
| 37.6
|
2024-05-21
| true
|
Phi-3-Small-128K-Instruct
|
https://huggingface.co/microsoft/Phi-3-small-128k-instruct
| false
| 7
| 7
|
🔶
| 39.4
| 31.1
|
2024-05-21
| true
|
Codestral-22B-v0.1
|
https://huggingface.co/mistralai/Codestral-22B-v0.1
| false
| 22
| 22
|
🔶
| 52.5
| 41.8
|
2024-05-23
| true
|
Codestral-Mamba
|
https://huggingface.co/mistralai/mamba-codestral-7B-v0.1
| false
| 7
| 7
|
🔶
| 44.6
| 35.9
|
2024-07-16
| true
|
Mistral-7B-Instruct-v0.3
|
https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3
| false
| 7
| 7
|
🔶
| 27.3
| 19.5
|
2024-05-22
| true
|
Mistral-7B-v0.3
|
https://huggingface.co/mistralai/Mistral-7B-v0.3
| false
| 7
| 7
|
🟢
| 23.5
| null |
2024-05-22
| true
|
Command R+
|
https://huggingface.co/CohereForAI/c4ai-command-r-plus
| false
| 104
| 104
|
🔶
| 41.9
| 33.8
|
2024-04-04
| true
|
DeepSeek-Coder-V2-Instruct
|
https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct
| true
| 236
| 21
|
🔶
| 59.7
| 48.2
|
2024-06-17
| false
|
DeepSeek-Coder-V2-Lite-Instruct
|
https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct
| true
| 16
| 2.4
|
🔶
| 47.6
| 36.8
|
2024-06-17
| true
|
DeepSeek-Coder-V2-Lite-Base
|
https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Base
| true
| 16
| 2.4
|
🟢
| 30.6
| null |
2024-06-17
| true
|
Claude-3.5-Sonnet-20240620
|
https://claude.ai/
| false
| null | null |
🔶
| 58.6
| 46.8
|
2024-06-20
| false
|
Hermes-2-Theta-Llama-3-70B
|
https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-70B
| false
| 70
| 70
|
🔶
| 55.6
| 45.6
|
2024-06-24
| true
|
WaveCoder-Ultra-6.7B
|
https://huggingface.co/microsoft/wavecoder-ultra-6.7b
| false
| 6.7
| 6.7
|
🔶
| 43.7
| 33.9
|
2023-12-26
| true
|
Gemma-2-9B-Instruct
|
https://huggingface.co/google/gemma-2-9b-it
| false
| 9
| 9
|
🔶
| 40.6
| 34.7
|
2024-06-19
| true
|
AutoCoder
|
https://huggingface.co/Bin12345/AutoCoder
| false
| 33
| 33
|
🔶
| 52.5
| 40.7
|
2024-05-23
| true
|
AutoCoder-S-6.7B
|
https://huggingface.co/Bin12345/AutoCoder_S_6.7B
| false
| 6.7
| 6.7
|
🔶
| 46.5
| 36.1
|
2024-05-23
| true
|
AutoCoder-QW-7B
|
https://huggingface.co/Bin12345/AutoCoder_QW_7B
| false
| 7
| 7
|
🔶
| 41.8
| 32.2
|
2024-05-23
| true
|
ReflectionCoder-DS-33B
|
https://huggingface.co/SenseLLM/ReflectionCoder-DS-33B
| false
| 33
| 33
|
🔶
| 52.9
| 42.4
|
2024-05-27
| true
|
ReflectionCoder-DS-6.7B
|
https://huggingface.co/SenseLLM/ReflectionCoder-DS-6.7B
| false
| 6.7
| 6.7
|
🔶
| 47.8
| 36.8
|
2024-05-27
| true
|
ReflectionCoder-CL-34B
|
https://huggingface.co/SenseLLM/ReflectionCoder-CL-34B
| false
| 34
| 34
|
🔶
| 46.8
| 37.7
|
2024-05-27
| true
|
ReflectionCoder-CL-7B
|
https://huggingface.co/SenseLLM/ReflectionCoder-CL-7B
| false
| 7
| 7
|
🔶
| 40.5
| 28.4
|
2024-05-27
| true
|
Phi-3.1-Mini-128K-Instruct
|
https://huggingface.co/microsoft/Phi-3-mini-128k-instruct
| false
| 3.8
| 3.8
|
🔶
| 46.2
| 36.8
|
2024-05-21
| true
|
Phi-3-Mini-128K-Instruct
|
https://huggingface.co/microsoft/Phi-3-mini-128k-instruct
| false
| 3.8
| 3.8
|
🔶
| 40.6
| 29.6
|
2024-05-21
| true
|
InternLM2.5-7B-Chat
|
https://huggingface.co/internlm/internlm2_5-7b-chat
| false
| 7
| 7
|
🔶
| 33.1
| 25.8
|
2024-07-03
| true
|
Hermes-2-Pro-Llama-3-70B
|
https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-70B
| false
| 70
| 70
|
🔶
| 54.5
| 37.2
|
2024-06-27
| true
|
DeepSeek-V2-Chat (2024-06-28)
|
https://www.deepseek.com/
| true
| 236
| 21
|
🔶
| 59.4
| 48.9
|
2024-06-28
| false
|
Gemma-2-27B-Instruct
|
https://huggingface.co/google/gemma-2-27b-it
| false
| 27
| 27
|
🔶
| 52.5
| 42.8
|
2024-06-19
| true
|
Artigenz-Coder-DS-6.7B
|
https://huggingface.co/Artigenz/Artigenz-Coder-DS-6.7B
| false
| 6.7
| 6.7
|
🔶
| 47.1
| 38
|
2024-04-16
| true
|
OpenChat-3.6-8B-20240522
|
https://huggingface.co/openchat/openchat-3.6-8b-20240522
| false
| 8
| 8
|
🔶
| 37.1
| 28.1
|
2024-05-22
| true
|
Phind-CodeLlama-34B-v2
|
https://huggingface.co/Phind/Phind-CodeLlama-34B-v2
| false
| 34
| 34
|
🔶
| 47.5
| 38.2
|
2023-08-25
| true
|
Yi-Large
|
https://www.lingyiwanwu.com/
| false
| null | null |
🔶
| 47.2
| 37.7
|
2024-05-13
| true
|
CodeGeex4-All-9B
|
https://huggingface.co/THUDM/codegeex4-all-9b
| false
| 9
| 9
|
🔶
| 49
| 40
|
2024-07-05
| true
|
GPT-4o-mini-2024-07-18
|
https://openai.com/index/gpt-4o-mini-advancing-cost-efficient-intelligence/
| false
| null | null |
🔶
| 57.4
| 46.1
|
2024-07-18
| true
|
Athene-70B
|
https://huggingface.co/Nexusflow/Athene-70B
| false
| 70
| 70
|
🔶
| 47.5
| 36.8
|
2024-07-20
| true
|
Nxcode-CQ-7B-Orpo
|
https://huggingface.co/NTQAI/Nxcode-CQ-7B-orpo
| false
| 7
| 7
|
🔶
| 44.6
| 39.6
|
2024-04-25
| true
|
End of preview. Expand
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Homepage:
bigcode-bench.github.io
Repository:
github.com
Paper:
Link
Point of Contact:
terry.zhuo@monash.edu
Size of downloaded dataset files:
12.5 kB
Size of the auto-converted Parquet files:
12.5 kB
Number of rows:
202