[Related Issue: #618] Add GSoC 2025 Idea Proposal for AI API Eval #673
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Description:
This PR adds an initial idea draft for the AI API Eval Project. This project is to develop a Dart-centered evaluation framework designed to simplify the testing of generative AI models across multiple types (text, image, code). This will be done by integrating evaluation toolkits: llm-harness for text, torch-fidelity and CLIP for images, and HumanEval/MBPP with CodeBLEU for code.
Related Issue:
#618
Feedback:
Looking for feedback on the design, architecture, and features provided in the idea draft. Feedback will be greatly appreciated.