Downloads · 30 days
14
4% of all-time downloads
albert-dnd-intents
neurae/albert-dnd-intents
albert-dnd-intents is a text classification model from neurae. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
This is albert base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
All-time downloads
376
Public
Repo size
94.4 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin46.8 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- albert
- Access
- Public
- Created
- May 16, 2023
- Updated
- Jul 16, 2023
- SHA
- 9cb2d5c5
Try a prompt
Datasets
Model card
From the Hugging Face model README
This is albert base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
| parametrs | value |
|---|---|
| learning rate | 5e-5 |
| lr scheduler | linear |
| weight decay | 0 |
Model has next metrics on test data from dataset
| metric | value |
|---|---|
| accuracy | 0.981 |
| Macro F1 | 0.979 |
| Micro F1 | 0.985 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- License
- apache-2.0
- Languages
- en
- Created
- May 16, 2023
- Updated
- Jul 16, 2023