---
title: VaibeSync User Matching Model
emoji: 💕
colorFrom: pink
colorTo: purple
sdk: pytorch
tags:
- dating
- user-matching
- recommendation-system
- pytorch-lightning
---

# pluto User Matching Model

This model powers the pluto 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 pluto 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.