# TR Reranker FT: bge-reranker + jina-reranker — Pair Generation Recipe

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-tr-reranker-fine-tuning
> Updated: 2026-05-14T14:42:56.659Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part IX — Turkish-First & Localization Engineering
**TLDR:** Second stage of RAG pipeline: reranker. bge-reranker-v2-m3 (TR baseline) + jina-reranker-v2 + custom TR FT. Query-doc relevance score, cross-encoder architecture, hard-negative mining, 50K TR pairs in 4h on RTX 4090.