Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,28 @@
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
+
widget:
|
| 4 |
+
- text: These are nice flowers
|
| 5 |
+
example_tile: not offensive
|
| 6 |
+
- text: What the hell
|
| 7 |
+
example_tile: offensive
|
| 8 |
+
- text: You really suck, dude
|
| 9 |
+
example_tile: offensive2
|
| 10 |
+
- text: How to put screw thread in furniture?
|
| 11 |
+
example_title: not offensive but with the word screw
|
| 12 |
+
base_model: huawei-noah/TinyBERT_General_4L_312D
|
| 13 |
+
datasets:
|
| 14 |
+
- tarekziade/profanity
|
| 15 |
+
library_name: "transformers"
|
| 16 |
---
|
| 17 |
+
|
| 18 |
+
Fine-tuned model that detects profanity in text.
|
| 19 |
+
|
| 20 |
+
This is the "tiny" version, see https://huggingface.co/tarekziade/pardonmyai
|
| 21 |
+
|
| 22 |
+
Evaluation:
|
| 23 |
+
|
| 24 |
+
- Accuracy: 0.9633
|
| 25 |
+
- Precision: 0.9378
|
| 26 |
+
- Recall: 0.8746
|
| 27 |
+
- F1 Score: 0.9051
|
| 28 |
+
- AUC-ROC: 0.9892
|