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| title: README |
| sdk: static |
| license: cc-by-4.0 |
| emoji: 🐢 |
| colorFrom: red |
| colorTo: purple |
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| |
| # codLLM |
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|
| codLLM is a research project on mapping historical free-text causes of death to ICD10h codes using transformer models. |
| The project began as a bachelor's thesis at the Technical University of Denmark (DTU). |
| This organization hosts the thesis model and will host the main model series from our forthcoming publication. |
|
|
| ## Bachelor's thesis models |
|
|
| - [codllm-base-deploy](https://huggingface.co/codllm/codllm-base-deploy) — the FLAN-T5-base deployment checkpoint |
| developed for the thesis. |
|
|
| See the model card for input formats, usage guidance, and limitations, and the thesis for methods and evaluation results. |
|
|
| ## Publication models |
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|
| The main codLLM model series is in development for a forthcoming publication. |
| Models and the accompanying paper will be linked here when released. |
|
|
| ## Thesis and source code |
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|
| **Lucas E. B. Mortensen and Elias Dahl Lunøe.** |
| *Automated Historical Cause-of-Death Coding Using Fine-Tuned Language Models.* |
| Bachelor's thesis, DTU Compute, Technical University of Denmark, June 2026. |
|
|
| - [Read the thesis (PDF)](https://huggingface.co/spaces/codllm/README/resolve/main/codLLM_Thesis.pdf) |
| - [Source code on GitHub](https://github.com/murrodroid/codllm) |
|
|
| ## License and citation |
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|
| Project software uses **[Apache-2.0](https://github.com/murrodroid/codllm/blob/main/LICENSE)**. |
| The project-authored documentation, this card, the authors' thesis contributions, and codLLM model contributions |
| use **[CC BY 4.0](https://huggingface.co/spaces/codllm/README/blob/main/LICENSE)**, with upstream terms retained. |
| Both permit commercial use and modification. When sharing CC BY material or adaptations, provide attribution, |
| retain supplied notices, link to the material and license, and indicate changes. |
|
|
| **Please credit Lucas E. B. Mortensen and Elias Dahl Lunøe when using codLLM and cite the thesis in research publications.** |
| See [CITATION.cff](https://huggingface.co/spaces/codllm/README/blob/main/CITATION.cff) for the preferred citation. |
| The citation request adds no conditions to the standard licenses. |
|
|
| [License scope and upstream notices](https://huggingface.co/spaces/codllm/README/blob/main/LICENSING.md) |
| cover third-party exclusions and prior releases. Earlier MIT/Apache grants remain valid. |
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