cafferychen777 / mLLMCelltype

What it does

• Multi-LLM Consensus. Integrates predictions from multiple LLMs to reduce single-model limitations and biases
• Model Support. Compatible with 10+ LLM providers including OpenAI, Anthropic, Google, and others
• Iterative Discussion. LLMs evaluate evidence and refine annotations through multiple rounds of discussion
• Uncertainty Quantification. Provides Consensus Proportion and Shannon Entropy metrics to identify uncertain annotations
• Cross-Model Validation. Reduces incorrect predictions through multi-model comparison