Marvel Collin / Projects
Knowledge Distillation
Marvel Collin built Knowledge Distillation as a personal project. Knowledge distillation and quantization for reasoning models. It was built from Apr 2026 to Sep 2026 with Python and Machine Learning. Role: Solo, Research.
- Year
- Apr 2026 to Sep 2026
- Role
- Solo · Research
- Stack
- Python · Machine Learning
- Client
- Personal
- Result
- Research project
A research project on knowledge distillation focused on reasoning and competitive programming, compressing a larger model capability into a smaller one.
Implemented in Python, exploring distillation and quantization techniques.
Bridges my competitive-programming background with applied machine learning.
Outcome: Research project.