---
license: cc-by-nc-nd-4.0
tags:
  - pathology
  - medical
  - whole-slide-image
  - foundation-model
  - multimodal
---

# UniPath

**A Unified Multimodal Generative Foundation Model for Precision Oncology**

[GitHub](https://github.com/UniPath278/UniPath)

## Model Weights

| File | Description |
|:-----|:------------|
| `Generative_task_weights/` | Weights for generative tasks (report generation & VQA), used with Qwen2.5-7B |
| `Discriminative_tasks_weight/` | Slide encoder weights for discriminative tasks (classification, biomarker prediction, survival prognosis, etc.) |


## Usage

See the [GitHub repository](https://github.com/UniPath278/UniPath) for installation, training, and inference instructions.

## License

Released under [CC-BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en) for non-commercial academic research only.