Update README.md

README.md

@@ -24,13 +24,13 @@ This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/
 
 ## Model description
 
-This model is a finetuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) using supervised finetuning on nearly the same datasets as Zephyr-7B-beta.
+This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) using supervised fine-tuning on nearly the same datasets as Zephyr-7B-beta.
 
 ## Training and evaluation data
 
-For training evaluation can be found [here](https://huggingface.co/Menouar/saqr-7b-instruct/tensorboard).
+The evaluation for training can be found [here](https://huggingface.co/Menouar/saqr-7b-instruct/tensorboard).
 
-For evaluation can be found at Hugging face LeaderBoard [here](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Menouar/saqr-7b-instruct/).
+The evaluation can be found at the Hugging Face Leaderboard [here](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Menouar/saqr-7b-instruct/).
 
 
 ## Training procedure