[Roadmap] SkyThought Roadmap

[caoshiyi]

This doc will be maintained lively and the related RFC on the corresponding item will be linked here. Feel free to comment and request other features!

Unified Evaluation Suite

@richardliaw @kouroshHakha

• Improve the code quality of the current evaluation suite.
• Add more benchmarks.
• Scalable evaluation suite.
• Support Best-of-N, MCTS, PRM-guided generation with basic PRM / policy models etc.
• Decontamination implementation for future developments as we are adding more training data in.
• LLM check for results.

Demo

• Serve the model and add demo for user [Doc] Add Chat Demo & Discord Link #36

Data decontamination

• Implement a data decontamination pipeline using n-gram (10 for default), against am evaluation set.

[BradKML]

Cross-reference notes, since GRPO and others are making reinforcement learning more diverse and robust #76