# TR Embedding FT: BGE-M3, jina-v3, nomic-embed TR Adaptation + MTEB-TR Eval

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-tr-embedding-fine-tuning
> Updated: 2026-05-14T14:42:56.572Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part IX — Turkish-First & Localization Engineering
**TLDR:** TR embedding model FT for RAG: BGE-M3 (multilingual, good TR baseline), jina-embeddings-v3, nomic-embed-text. TR-specific query/document pair generation, contrastive learning (InfoNCE), MTEB-TR benchmark. BGE-M3 TR FT 6h on RTX 4090.