Update README.md

README.md

@@ -21,17 +21,17 @@ It achieves the following results on the evaluation set:
 - Loss: 1.8769
 - Bleu: 32.8345
 
-## Model description
+## Model Description
 
-More information needed
+The model has been fine-tuned to perform machine translation from English to Kinyarwanda.
 
-## Intended uses & limitations
+## Intended Uses & Limitations
 
-More information needed
+The primary intended use of this model is for research purposes.
 
-## Training and evaluation data
+## Training and Evaluation Data
 
-More information needed
+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.
 
 ## Training procedure