Dynamic Highscores - Todo List
Analysis and Planning
- Extract and analyze uploaded framework files
- Examine leaderboard component structure and functionality
- Examine dashboard component structure and functionality
- Analyze requirements.txt files for dependencies
Database Schema Design
- Design schema for user authentication and tracking
- Design schema for benchmark datasets
- Design schema for model submissions and evaluations
- Design schema for tagging system (Merge, Agent, Reasoning, Coding, etc.)
- Design schema for daily submission limits
User Authentication System
- Implement HuggingFace login integration
- Create user profile management
- Implement special privileges for admin account
Benchmark Selection Interface
- Create interface for browsing HuggingFace datasets
- Implement dataset loading functionality
- Create dataset preview and selection UI
Model Evaluation Queue System
- Implement CPU-only evaluation system
- Create queue management for benchmark submissions
- Implement daily submission limit (1 per day per user)
- Add admin override for submission limits
Leaderboard with Filtering
- Implement unified leaderboard for all models
- Add tag-based filtering (Merge, Agent, Reasoning, Coding)
- Implement sorting and searching functionality
- Create visualization components for benchmark results
Integration
- Combine dashboard and leaderboard components
- Create unified UI with consistent styling
- Implement navigation between different sections
- Ensure proper data flow between components
Testing and Deployment
- Test user authentication flow
- Test benchmark selection and submission
- Test leaderboard filtering and visualization
- Prepare for deployment on HuggingFace Spaces