Inspiration
Extending Business functionality. Enable Paypal holders to transfer amount to any one with out paypal via exchange
What it does
Enables Admin to create a Customer with Name and ID(unique) should be stored Enables Admin to create a custom AI generated message with 40-180 characters using any Open Source Model . Message appended to CustomerID and Hash generated and stored. BYOM: Bring Your Own Model random message Generated using onnx-community/Llama-3.2-1B-Instruct-GENAI-ONNX using ONNX GenAI runtime. Customer can see the Custom Message and share it with those want to transfer Those who want to transfer can enter PayPalID,CustomerId,Custom message and transfer the Money The entered Custom Message and CustomerId when hashed matches the Hash in the table, it is successful transfer. The amount should be entered against customer name
How we built it
Python and using ONNX GenAI Run Time
Challenges we ran into
Tough to get up and running as we were totally new to Bring your own Model. We wanted to Looped transformer Architecture Dory. But because of size we decided to go for Llama-3.2-1B-Instruct-GENAI-ONN
Accomplishments that we're proud of
Though not included in the final code we managed to Run NVidia Dory in Colab with a single loop overcoming time constraints and Single GPU constraints of Free Tier Colab
What we learned
Bring your Own Model and capability to generate messages can bring cost effective security improvements and wide variety of applications using PayPal
What's next for ZotaExchange
Bringing production quality
Built With
- onnx
- python
