💰 Financial QA — DistilBERT + LoRA + FinBERT
Two models working together:
- 🧠 DistilBERT + LoRA — answers factual questions about financial text
- 📊 FinBERT — detects financial sentiment (no special format needed!)
How to use:
- Paste any financial text
- Ask any question about it
- The app automatically picks the right model!
💡 Try these examples:
Examples
How it works:
- Sentiment question? → Routes to FinBERT (works on ANY financial text!)
- Factual question? → Routes to DistilBERT+LoRA (extracts answer from text)
QA Model: Aditya020705/distilbert-lora-finance-qa
Sentiment Model: ProsusAI/finbert
Method: LoRA (r=8, alpha=16, 0.22% trainable params)
Metrics: EM: 99.50% | F1: 99.50%