# BIST Financial Sentiment + Bilanço PDF: Multimodal FT (Qwen2.5-VL)

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-tr-bist-sentiment-multimodal
> Updated: 2026-08-11T01:40:46.447Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XVII — Türkiye Use-Case Labs
**TLDR:** Türk hisse senedi pazarı (BIST) için FT: TR finans haberleri sentiment classification (KAP açıklama + Bloomberg HT + ekonomi medyası), bilanço PDF okuyup financial ratio extraction (Qwen2.5-VL doc understanding), trade signal generation. Quant trade signal güveni < %75 ise pas geç.