---
license: other
language:
- en
tags:
- biology
---

# Model Card for Phikon

### BibTeX entry and citation info

```bibtex
@article{Filiot2023ScalingSSLforHistoWithMIM,
	author       = {Alexandre Filiot and Ridouane Ghermi and Antoine Olivier and Paul Jacob and Lucas Fidon and Alice Mac Kain and Charlie Saillard and Jean-Baptiste Schiratti},
	title        = {Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling},
	elocation-id = {2023.07.21.23292757},
	year         = {2023},
	doi          = {10.1101/2023.07.21.23292757},
	publisher    = {Cold Spring Harbor Laboratory Press},
	url          = {https://www.medrxiv.org/content/early/2023/07/26/2023.07.21.23292757},
	eprint       = {https://www.medrxiv.org/content/early/2023/07/26/2023.07.21.23292757.full.pdf},
	journal      = {medRxiv}
}
```
---

## Model Details

### Model Description

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- **Developed by:** {{ developers | default("[More Information Needed]", true)}}
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- **Finetuned from model [optional]:** {{ finetuned_from | default("[More Information Needed]", true)}}


## Uses

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### Direct Use

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### Downstream Use [optional]

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### Out-of-Scope Use

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## Technical Specifications

### Compute Infrastructure

All the models we built were trained on the French Jean Zay cluster

### Hardware

NVIDIA V100 GPUs with 32Gb RAM 

### Software

PyTorch 1.13.1