Create README.MD
Browse files
README.md
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
- ami
|
| 6 |
+
metrics:
|
| 7 |
+
- bleu
|
| 8 |
+
- chrf
|
| 9 |
+
- wer
|
| 10 |
+
datasets:
|
| 11 |
+
- hunterschep/amis-english
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# Model Performance
|
| 15 |
+
|
| 16 |
+
The performance of the translation model has been evaluated using the following metrics:
|
| 17 |
+
|
| 18 |
+
- **BLEU Score**: 15.58
|
| 19 |
+
- **chrF++ Score**: 40.10
|
| 20 |
+
|
| 21 |
+
This model was trained on a ~76,000 line parralel-corpus of Amis-English translations.
|
| 22 |
+
Most of these translations were assembled using Mandarin Chinese as a pivot language.
|
| 23 |
+
The model itself was evaluated on the 'test' portion of the dataset.
|
| 24 |
+
Total training length was 60,000 epochs.
|