Malawi-Financial-Assistant

Malawi Financial Assistant

A fine-tuned T5 model specialized in providing financial advice and information for Malawi.

Quick Start

from transformers import T5Tokenizer, T5ForConditionalGeneration

model_name = 'Nellissa/Malawi-Financial-Assistant'
tokenizer = T5Tokenizer.from_pretrained(model_name)
model = T5ForConditionalGeneration.from_pretrained(model_name)

question = 'How can I save money in Malawi?'
input_text = f'Provide financial advice for Malawi: {question}'

inputs = tokenizer(input_text, return_tensors='pt', max_length=256, truncation=True)
outputs = model.generate(
    inputs.input_ids,
    max_length=512,
    num_beams=4,
    early_stopping=True
)

response = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(response)

Model Details

• Architecture: T5 (Text-to-Text Transfer Transformer)
• Languages: English (en), Chichewa (ny)
• Specialization: Financial advice for Malawi context
• Training Data: Curated financial Q&A pairs specific to Malawi

Use Cases

• Personal financial planning
• Banking and mobile money guidance
• Savings and investment advice
• Loan information
• Financial literacy education

Limitations

• Provides general financial guidance only
• Not a substitute for professional financial advice
• Focused on Malawi financial context

License

MIT License