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LLM MOE models for RAG search Download report

Contents

Report

Overview and abstract Introduction Materials and setup Mathematical framework Results Technical analysis Speed and reasoning-disabled inference Prompting and alternative models RAG integration Limitations and conclusion

Appendices

Appendix A: Dataset-level results Appendix B: Comparability and provenance Appendix C: Prompt and runtime record References

Coverage analysis workbook Evaluation prompt

LLM MOE models for RAG search

Materials and setup

Corpus, data heterogeneity, model runtime, prompts, evaluation, and reproducibility.

PreviousIntroduction NextMathematical framework

Study corpus: 2,484 CV PDFs in 24 predefined categories. July 2026.

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