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

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-tr-bist-sentiment-multimodal
> Updated: 2026-06-24T06:17:22.935Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XVII — Turkey Use-Case Labs
**TLDR:** FT for Turkish stock market (BIST): TR financial news sentiment classification (KAP filings + Bloomberg HT + economy media), reading balance sheet PDFs and extracting financial ratios (Qwen2.5-VL doc understanding), trade signal generation. Pass if quant trade signal confidence < 75%.