feat(zero_shot): add win rate chart generator #57
Conversation
- Add WinRateChartGenerator class for visualizing model rankings - Support customizable chart styles, colors, and annotations - Add matplotlib dependency to pyproject.toml - Update schema with ChartConfig dataclass - Integrate chart generation into zero_shot_pipeline
Summary of ChangesHello @XiaoBoAI, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request significantly enhances the zero-shot evaluation framework by adding a powerful visualization component. It enables the automatic generation of visually appealing and highly customizable win rate charts, providing a clear graphical representation of model performance. This addition aims to improve the interpretability and presentability of evaluation outcomes, allowing users to quickly grasp and share insights into which models are performing best. Highlights
🧠 New Feature in Public Preview: You can now enable Memory to help Gemini Code Assist learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. Click here to enable Memory in your admin console. Using Gemini Code AssistThe full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips. Invoking Gemini You can request assistance from Gemini at any point by creating a comment using either
Customization To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a Limitations & Feedback Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here. You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension. Footnotes
|
![gemini-code-assist[bot]](https://avatars.githubusercontent.com/in/956858?s=60&v=4){kind=small}
There was a problem hiding this comment.
Code Review
This pull request introduces a WinRateChartGenerator for visualizing model evaluation results, which is a great addition for presenting findings. The implementation is well-structured, with good support for CJK fonts and customizable chart styles. My review includes a few suggestions to improve robustness and maintainability. I've pointed out a potential bug in setting the y-axis limit for the chart that could occur with zero-value win rates. I've also suggested some minor code cleanups, such as removing an unused variable and a redundant log message, and a way to make configuration handling more robust. Overall, this is a solid feature addition. The changes are well-documented and integrated into the existing pipeline.
- Remove standalone checkpoint.py module - Inline checkpoint functionality into zero_shot_pipeline.py - Simplify code structure
- Use direct import instead of TYPE_CHECKING for ChartConfig - Initialize default ChartConfig in constructor - Remove redundant hatch pattern logic - Fix y-axis limit edge case when win rates are low
OpenJudge Version
[The version of OpenJudge you are working on, e.g.
import openjudge; print(openjudge.__version__)]Description
[Please describe the background, purpose, changes made, and how to test this PR]
Checklist
Please check the following items before code is ready to be reviewed.
pre-commit run --all-filescommand