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README.md

@@ -6,10 +6,59 @@ tags:
 - financial
 - malawi
 - banking
+- loans
+- savings
+- investments
+- mobile-money
 license: mit
 pipeline_tag: text-generation
 ---
 
 # Malawi Financial Assistant
 
-Financial advice model for Malawi.
+## Model Description
+
+The Malawi Financial Assistant is a specialized language model fine-tuned to provide financial guidance and banking advice tailored to the Malawian context.
+
+**Developed by:** Nellissa
+**Model type:** GPT-2 based text generation
+**Languages:** English, Chichewa
+
+## Intended Use & Limitations
+
+### Intended Use Cases
+- Basic financial literacy education
+- Banking procedure explanations for Malawi
+- Personal budgeting advice in Malawian context
+- Small business financial guidance
+- Explanation of financial products available in Malawi
+
+### Limitations
+❌ **Not for Professional Financial Advice** - This model provides general information only
+❌ **No Real-time Financial Data** - Does not access current market rates or bank offers
+❌ **Limited Legal Authority** - Cannot provide legally binding financial guidance
+❌ **Regional Specificity** - Focused primarily on Malawian financial context
+
+## Quick Start
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_name = 'Nellissa/Malawi-Financial-model'
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+prompt = 'Explain how to open a savings account in Malawi:'
+inputs = tokenizer(prompt, return_tensors='pt')
+outputs = model.generate(**inputs, max_length=200)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+## Ethical Considerations
+
+⚠️ **This model does not replace professional financial advisors**
+⚠️ **Users should verify information with local financial institutions**
+⚠️ **Financial decisions should be made with qualified professionals**
+
+*This model is intended for educational purposes only. Always consult with qualified financial professionals in Malawi before making financial decisions.*