OpenCodeInterpreter

An open-source system that integrates code generation and execution

CommonProductProgrammingCode GenerationExecution Feedback

OpenCodeInterpreter is an open-source code generation system that seamlessly combines code creation, execution, and iterative optimization. Trained using a dataset of 68,000 interactive Code-Feedback samples, it dynamically optimizes code based on execution outputs and human feedback. Its exceptional performance in code generation is highlighted by evaluations in benchmark tests like HumanEval and MBPP, where it achieves an average accuracy of 83.2% on OpenCodeInterpreter, which is comparable to the 84.2% of GPT-4 with an Improvement strategy and can be enhanced by human feedback to an accuracy of 91.6%. OpenCodeInterpreter narrows the gap between open-source code generation models and proprietary systems like GPT-4.

Generates code that meets user requirements based on intent
Compiles and executes generated code to provide execution results
Diagnose and correct code errors based on execution results
Gradually improve and optimize code based on human feedback

Assists developers in writing code
Generates code examples for beginners
Automatically completes coding tasks

User: Please print 'Hello World' using Python.
OpenCodeInterpreter: ```python\nprint('Hello World')\n```
User: The program cannot run
please correct it.
OpenCodeInterpreter: ```python\nprint(\Hello World\)\n```

Visit

OpenCodeInterpreter Visit Over Time

Monthly Visits

2504

Bounce Rate

60.76%

Page per Visit

1.0

Visit Duration

00:00:03

OpenCodeInterpreter Visit Trend

OpenCodeInterpreter Visit Geography

OpenCodeInterpreter Traffic Sources

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