Submit code models for evaluation on benchmarks
Select training features, get code samples and explanations
Generate and manage code efficiently
Generate code from a description
Example for running a multi-agent autogen workflow.
Generate code snippets for math problems
Create and customize code snippets with ease
Explore code snippets with Nomic Atlas
Build customized LLM flows using drag-and-drop
Generate code using text prompts
Review Python code for improvements
Big Code Models Leaderboard is a platform designed for evaluating and comparing code generation models. It allows developers and researchers to submit their models for benchmarking against standardized tasks and datasets. The leaderboard provides a transparent and competitive environment to assess model performance, fostering innovation and improvement in the field of code generation.
• Comprehensive Benchmarking: Evaluate models on a variety of code-related tasks, including code completion, bug fixing, and code translation.
• Real-Time Leaderboard: Track model performance in real-time, comparing results across different metrics and benchmarks.
• Transparency:Access detailed evaluation metrics, such as accuracy, efficiency, and robustness, to understand model strengths and weaknesses.
• Community Engagement: Collaborate with other developers and researchers to share insights and improve model capabilities.
• Customizable Submissions: Submit models with specific configurations or fine-tuned parameters for precise evaluation.
What types of models can I submit?
You can submit any code generation model, including but not limited to transformer-based models, language models fine-tuned for code, and custom architectures.
How are models evaluated?
Models are evaluated based on predefined metrics such as accuracy, code correctness, efficiency, and robustness across various code-related tasks.
Can I share my model's results publicly?
Yes, the leaderboard allows you to share your model's results publicly, enabling collaboration and fostering innovation within the community.