Update README.md
Browse files
README.md
CHANGED
|
@@ -1,18 +1,25 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
base_model:
|
| 4 |
+
- prajjwal1/bert-tiny
|
| 5 |
+
pipeline_tag: text-classification
|
| 6 |
+
library_name: transformers
|
| 7 |
+
---
|
| 8 |
+
# BERT-tiny RAID Detector
|
| 9 |
+
|
| 10 |
+
This model is used to detect AI-generated texts from the RAID dataset.
|
| 11 |
+
The model outputs a score corresponding to the likelihood that the text is human.
|
| 12 |
+
|
| 13 |
+
This model was trained on a stratified subset of RAID's training data.
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
# Model Details
|
| 17 |
+
|
| 18 |
+
- Base Model: `prajjwal1/bert-tiny`
|
| 19 |
+
- Optimizer: `Adam`
|
| 20 |
+
- Loss Function: `FocalLoss`
|
| 21 |
+
- Hyperparameters:
|
| 22 |
+
- Learning rate: `5e-5`
|
| 23 |
+
- Epochs: 5
|
| 24 |
+
- Learning rate: `1e-5`
|
| 25 |
+
- Epochs: 5
|