update README.md to include data-centric approach for improving model performance
Browse files
README.md
CHANGED
|
@@ -11,3 +11,10 @@ license: apache-2.0
|
|
| 11 |
---
|
| 12 |
|
| 13 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
---
|
| 12 |
|
| 13 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
| 14 |
+
|
| 15 |
+
Describe in your README.md program ways in which you can improve
|
| 16 |
+
model performance are using
|
| 17 |
+
|
| 18 |
+
### (b) data-centric approach
|
| 19 |
+
|
| 20 |
+
To get better results, on our domain task, gen Z slang, we can shift our focus from just tweaking the model's settings to actually improving the data it learns from. This is a datacentric aprotche. The problem right now is that standard models are trained on formal, static text, so they often just guess when they encounter real-world slang. By finding and feeding the model fresh, raw datasets that capture these more casual areas. This can help the model performance on this specific task.
|