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---
title: VaibeSync User Matching Model
emoji: 💕
colorFrom: pink
colorTo: purple
sdk: pytorch
tags:
- dating
- user-matching
- recommendation-system
- pytorch-lightning
---
# VaibeSync User Matching Model
This model powers the VaibeSync dating app's intelligent user matching system.
## Model Details
- **Framework**: PyTorch Lightning
- **Task**: User compatibility prediction
- **Architecture**: Two-tower neural network
- **Size**: 1.5 MB
## Usage
This model is automatically downloaded and used by the VaibeSync ML API deployed on Railway.
```python
from models.user_match_two_tower import UserMatchingModel
model = UserMatchingModel.load_from_checkpoint("last.ckpt")
model.eval()
```
## Railway Deployment
Set these environment variables in your Railway deployment:
```
MODEL_STORAGE_TYPE=huggingface
HF_MODEL_REPO=ssourav15/vaibesync-user-matching-model
```
The model will be automatically downloaded on first startup.
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