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elph-checkpoints
Metanyu/elph-checkpoints
elph-checkpoints is a machine learning model from Metanyu. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
--- tags: - link-prediction - graph-neural-network - elph datasets: - ogbl-ddi ---
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Updated Dec 23, 2025
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- Access
- Public
- Created
- Dec 23, 2025
- Updated
- Dec 23, 2025
- SHA
- 9b76bd1c
Model card
From the Hugging Face model README
tags:
- link-prediction
- graph-neural-network
- elph
datasets:
- ogbl-ddi
---
# ELPH Model for ogbl-ddi
This model was trained using the ELPH framework.
## Model Details
- **Model**: ELPH
- **Dataset**: ogbl-ddi
- **Run Name**: ddi-orthogonal
- **Hidden Channels**: 256
- **Epochs**: 20
## Usage
```python
import torch
from huggingface_hub import hf_hub_download
# Download checkpoint
checkpoint_path = hf_hub_download(
repo_id="Metanyu/elph-checkpoints",
filename="checkpoints/ogbl-ddi_ELPH_ddi-orthogonal.pt"
)
# Load model
state_dict = torch.load(checkpoint_path)
# model.load_state_dict(state_dict)
```
- Created
- Dec 23, 2025
- Updated
- Dec 23, 2025