MARS: Multi-Specialist LLM Relay System Boosts Competitive Programming Pass Rates
Andrei Mikhailov · hf · 2026-08-27
MARS (Multi-Specialist LLM Relay System) is a new system on Hugging Face designed for competitive programming.
- Mechanism: Uses retrieval-augmented specialist agents for specific algorithmic topics.
- Workflow: Iteratively generates, tests, and refines C++ solutions.
- Goal: Improves pass rates in competitive programming with lower costs.
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