Update README.md
Browse files
README.md
CHANGED
|
@@ -77,13 +77,6 @@ To evaluate on the two test sets (valence_shifting and valence stable) and calcu
|
|
| 77 |
python eval_perplexity.py --model_dir $model_dir --stable_path $path_to_json --shift_path $path_to_json --batch_size 2
|
| 78 |
|
| 79 |
```
|
| 80 |
-
A comparison of all continual learning strategies can be found below.
|
| 81 |
-
|
| 82 |
-
Method | Perplexity | Forward Gen. | Best Case | Worst Case
|
| 83 |
-
--- | :---: | :---: | :---: |:---:
|
| 84 |
-
Sequential FT | 34\% $\uparrow$ | 33\% $\uparrow$ | 4.58 (1750--99) | 6.64 (1950--2000)
|
| 85 |
-
EWC | 12\% $\uparrow$ | 29\% $\uparrow$ | 4.65 (1800--49) | 6.77 (1950--2000)
|
| 86 |
-
LoRA | 15\% $\uparrow$ | 27\% $\uparrow$ | 4.48 (1850--99) | 6.19 (1950--2000)
|
| 87 |
|
| 88 |
|
| 89 |
## Credits
|
|
|
|
| 77 |
python eval_perplexity.py --model_dir $model_dir --stable_path $path_to_json --shift_path $path_to_json --batch_size 2
|
| 78 |
|
| 79 |
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 80 |
|
| 81 |
|
| 82 |
## Credits
|