Update README.md

README.md

@@ -21,17 +21,26 @@ It achieves the following results on the evaluation set:
 - Loss: 1.7550
 - Bleu: 36.2717
 
-## Model description
+## Model Description
 
-More information needed
+The model has been fine-tuned to perform machine translation from Kinyarwanda to English.
 
-## 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 was fine-tuned using a combination of datasets from the following sources:
+- [Digital Umuganda](https://huggingface.co/datasets/DigitalUmuganda/kinyarwanda-english-machine-translation-dataset/tree/main)
+- [Masakhane](https://huggingface.co/datasets/masakhane/mafand/viewer/en-kin/validation)
+- [Muennighoff](https://huggingface.co/datasets/Muennighoff/flores200)
+
+For the training of the machine translation model, the dataset underwent the following preprocessing steps:
+- Text was converted to lowercase
+- Digits were removed
+
+The combined dataset was divided into training and validation sets, with a split of 90% for training and 10% for validation.
 
 ## Training procedure