Add academic organization card and bachelor thesis
Browse files- .gitattributes +1 -0
- README.md +27 -2
- codLLM_Thesis.pdf +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
codLLM_Thesis.pdf filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
|
@@ -1,10 +1,35 @@
|
|
| 1 |
---
|
| 2 |
title: README
|
|
|
|
| 3 |
emoji: 🐢
|
| 4 |
colorFrom: red
|
| 5 |
colorTo: purple
|
| 6 |
-
sdk: static
|
| 7 |
pinned: false
|
| 8 |
---
|
| 9 |
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
title: README
|
| 3 |
+
sdk: static
|
| 4 |
emoji: 🐢
|
| 5 |
colorFrom: red
|
| 6 |
colorTo: purple
|
|
|
|
| 7 |
pinned: false
|
| 8 |
---
|
| 9 |
|
| 10 |
+
# codLLM
|
| 11 |
+
|
| 12 |
+
codLLM is a research project on mapping historical free-text causes of death to ICD10h codes using transformer models.
|
| 13 |
+
The project began as a bachelor's thesis at the Technical University of Denmark (DTU).
|
| 14 |
+
This organization hosts the thesis model and will host the main model series from our forthcoming publication.
|
| 15 |
+
|
| 16 |
+
## Bachelor's thesis models
|
| 17 |
+
|
| 18 |
+
- [codllm-base-deploy](https://huggingface.co/codllm/codllm-base-deploy) — the FLAN-T5-base deployment checkpoint
|
| 19 |
+
developed for the thesis. The model repository is currently private; access requires organization permissions.
|
| 20 |
+
|
| 21 |
+
See the model card for input formats, usage guidance, and limitations, and the thesis for methods and evaluation results.
|
| 22 |
+
|
| 23 |
+
## Publication models
|
| 24 |
+
|
| 25 |
+
The main codLLM model series is in development for a forthcoming publication.
|
| 26 |
+
Models and the accompanying paper will be linked here when released.
|
| 27 |
+
|
| 28 |
+
## Thesis and source code
|
| 29 |
+
|
| 30 |
+
**Lucas E. Bülow Mortensen and Elias Dahl Lunøe.**
|
| 31 |
+
*Automated Historical Cause-of-Death Coding Using Fine-Tuned Language Models.*
|
| 32 |
+
Bachelor's thesis, DTU Compute, Technical University of Denmark, June 2026.
|
| 33 |
+
|
| 34 |
+
- [Read the thesis (PDF)](https://huggingface.co/spaces/codllm/README/resolve/main/codLLM_Thesis.pdf)
|
| 35 |
+
- [Source code on GitHub](https://github.com/murrodroid/codllm)
|
codLLM_Thesis.pdf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ede3b637f8576296c030855e6f0471f4ec88062cfc963461f09ccce977bc1563
|
| 3 |
+
size 1475667
|