Update README.md

README.md

@@ -28,20 +28,20 @@ It achieves the following results on the evaluation set:
 
 This model is a fine-tuned version of the [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) pre-trained model, specifically trained on the [shmuhammad/AfriSenti-twitter-sentiment](https://huggingface.co/datasets/shmuhammad/AfriSenti-twitter-sentiment) dataset focusing on Yoruba tweets. It aims to perform sentiment classification on Yoruba tweets.
 ## Key details:
-•	Type: Fine-tuned language model
-•	Base model: xlm-roberta-base
-•	Task: Yoruba tweet sentiment classification
-•	Dataset: shmuhammad/AfriSenti-twitter-sentiment (Yoruba subset)
+-	Type: Fine-tuned language model
+-	Base model: xlm-roberta-base
+-	Task: Yoruba tweet sentiment classification
+-	Dataset: shmuhammad/AfriSenti-twitter-sentiment (Yoruba subset)
 
 
 ## Intended uses:
-•	Classifying sentiment (positive, negative, neutral) on Yoruba tweets.
-•	Can be used as a starting point for further fine-tuning on specific Yoruba tweet classification tasks.
+-	Classifying sentiment (positive, negative, neutral) on Yoruba tweets.
+-	Can be used as a starting point for further fine-tuning on specific Yoruba tweet classification tasks.
 
 ## Limitations:
-•	Trained on a limited dataset, potentially impacting performance on unseen data.
-•	Fine-tuned only for sentiment classification, not suitable for other tasks.
-•	Accuracy might not be optimal for all applications.
+-	Trained on a limited dataset, potentially impacting performance on unseen data.
+-	Fine-tuned only for sentiment classification, not suitable for other tasks.
+-	Accuracy might not be optimal for all applications.
 
 
 ## Training and evaluation data
@@ -50,10 +50,10 @@ More information needed
 
 ## Training procedure
 
-•	Dataset: shmuhammad/AfriSenti-twitter-sentiment (Yoruba subset)
-•	Data size: Specify the number of Yoruba tweets used for training and evaluation.
-•	Data description: Briefly describe the content and distribution of sentiment labels in the dataset.
-•	Data source: https://huggingface.co/datasets/shmuhammad/AfriSenti-twitter-sentiment 
+-	Dataset: shmuhammad/AfriSenti-twitter-sentiment (Yoruba subset)
+-	Data size: Specify the number of Yoruba tweets used for training and evaluation.
+-	Data description: Briefly describe the content and distribution of sentiment labels in the dataset.
+-	Data source: https://huggingface.co/datasets/shmuhammad/AfriSenti-twitter-sentiment 
 
 ### Training hyperparameters