Update README.md

README.md

@@ -14,7 +14,7 @@ model-index:
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-# marian-finetuned-kde4-en-to-kin-Umuganda-Dataset
+# marian-finetuned-Umuganda-Dataset-en-to-kin-Umuganda-Dataset
 
 This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-rw](https://huggingface.co/Helsinki-NLP/opus-mt-en-rw) on an unknown dataset.
 It achieves the following results on the evaluation set:
@@ -31,7 +31,9 @@ The primary intended use of this model is for research purposes.
 
 ## Training and Evaluation Data
 
-The model has been fine-tuned using the [Digital Umuganda](https://huggingface.co/datasets/DigitalUmuganda/kinyarwanda-english-machine-translation-dataset/tree/main) dataset. The dataset was split with 90% used for training and 10% for testing. During the training process, the data were transformed by converting to lowercase and removing digits.
+The model has been fine-tuned using the [Digital Umuganda](https://huggingface.co/datasets/DigitalUmuganda/kinyarwanda-english-machine-translation-dataset/tree/main) dataset. The dataset was split with 90% used for training and 10% for testing. 
+
+The data used to train the model were cased and digits removed.
 
 ## Training procedure