| --- |
| license: cc-by-nc-nd-4.0 |
| tags: |
| - pathology |
| - medical |
| - whole-slide-image |
| - foundation-model |
| - multimodal |
| --- |
| |
| # UniPath |
|
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| **A Unified Multimodal Generative Foundation Model for Precision Oncology** |
|
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| [GitHub](https://github.com/UniPath278/UniPath) |
|
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| ## 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.) | |
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|
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| ## Usage |
|
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| See the [GitHub repository](https://github.com/UniPath278/UniPath) for installation, training, and inference instructions. |
|
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| ## 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. |
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|
