Downloads · 30 days
4
1% of all-time downloads
LayoutLMv1-FUNSD-ft
Sennodipoi/LayoutLMv1-FUNSD-ft
LayoutLMv1-FUNSD-ft is a token classification model from Sennodipoi. Use it when you need labels on individual words, such as names. It is set up for transformers.
LayoutLMv1 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .
All-time downloads
563
Public
Repo size
901 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin451 MB · 100%
At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlm
- Access
- Public
- Created
- Aug 23, 2022
- Updated
- Oct 27, 2022
- SHA
- 0b548751
Try a prompt
Model card
From the Hugging Face model README
LayoutLMv1 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .
Results obtained using seqeval in strict mode:
| Precision | Recall | F1-score | Variance (F1) | |
|---|---|---|---|---|
| ANSWER | 0.80 | 0.78 | 0.80 | 1e-4 |
| HEADER | 0.62 | 0.47 | 0.53 | 2e-4 |
| QUESTION | 0.85 | 0.71 | 0.83 | 3e-5 |
| Micro avg | 0.83 | 0.77 | 0.81 | 1e-4 |
| Macro avg | 0.77 | 0.56 | 0.72 | 3e-5 |
| Weighted avg | 0.83 | 0.78 | 0.80 | 1e-4 |
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlm
- Created
- Aug 23, 2022
- Updated
- Oct 27, 2022