🌸BigCodeBench
Collection
Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://bigcode-bench.github.io/
•
8 items
•
Updated
•
2
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 |