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vaibesync-user-matching-model
ssourav15/vaibesync-user-matching-model
vaibesync-user-matching-model is a machine learning model from ssourav15. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model powers the pluto dating app's intelligent user matching system.
Access
Public
Updated Feb 28, 2026
Repo size
8.4 MB
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0
Public
Repo makeup
Click a slice to open those files.
.ckpt1.7 MB · 100%
At a glance
- Access
- Public
- Created
- Sep 2, 2025
- Updated
- Feb 28, 2026
- SHA
- 391a54f7
Model card
From the Hugging Face model README
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: 1.7 MB
Usage
This model is automatically downloaded and used by the pluto ML API deployed on Railway.
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.
- Created
- Sep 2, 2025
- Updated
- Feb 28, 2026