README.md

metadata

title: Milo WBA
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
  - streamlit
pinned: false
short_description: Milo WhatsApp Business Assistant
license: mit

Milo WBA Model (Phi-3 Fine-Tuned)

Version: v1.0
Purpose: WhatsApp Business Assistant
Base Model: Microsoft Phi-3 Medium 4K

🚀 Features

• Customer service responses (short, polite, WhatsApp tone)
• Delivery information and updates
• Complaint handling with empathy
• Business templates (messages, confirmations)
• Quotes & invoices (PDF-style text outputs)
• Product descriptions (concise and clear)

🛠️ Training Details

• Fine-tuning method: LoRA (Low-Rank Adaptation)
• Datasets used:
  • Customer service Q&A dataset
  • Delivery updates dataset
  • Quotes & invoices dataset
• Split: 90% training / 10% validation
• Steps: 2000 training steps with warmup
• Batch size: 2 (gradient accumulation = 8)
• Learning rate: 2e-4

🎯 Intended Use

Milo AI is designed to:

• Handle WhatsApp business conversations quickly and politely
• Generate structured responses (quotes, invoices, delivery updates)
• Support small businesses with customer engagement

⚠️ Limitations

• Not suitable for medical, legal, or financial advice
• Focused on short WhatsApp-style messages, not long-form documents
• May need retraining for niche industries or highly technical queries

🔮 Future Improvements

• Add multilingual support (e.g., isiZulu, Afrikaans, Xhosa)
• Expand datasets for more industries (retail, health, education)
• Integrate richer templates (contracts, receipts, promotions)