Update README.md

README.md

@@ -77,7 +77,7 @@ model.eval()
 ```
 -------------------------------------------------------------------------------------------------------
 
-# Creting Inference Point
+# Creating Inference Point
 ```
 def Trained_Llama3_1_inference(prompt):
     model.eval()
@@ -110,7 +110,7 @@ Trained_Llama3_1_inference("What are qualities of good Sales-person ?")
 #### Training (on Kaggle Notebook)
  This training is done on Kaggle Notebook enabling GPU(Required in quantized training/ inference).
 
-# install Dependencies
+# Install Dependencies
 ```
 %%capture
 !pip install -U transformers[torch] datasets
@@ -120,7 +120,7 @@ Trained_Llama3_1_inference("What are qualities of good Sales-person ?")
 ```
 
 ------------------------------------------------------------------------------------------------------------------------------------------
-# import Modules
+# Import Modules
 ```
 from transformers import BitsAndBytesConfig,  AutoTokenizer,  AutoModelForCausalLM, TrainingArguments
 from trl import SFTTrainer