Update README.md

README.md

@@ -14,11 +14,12 @@ tags:
 license: cc-by-4.0
 ---
 
-This is a finetuned deepseek-coder-1.3b-base model for automatic code completion of Solidity code. The model was finetuned with QLoRA and an FIM transformed and Slither audited dataset. The corresponding dataset can be found at fbnhnsl/FIM_Solidity_Dataset on Hugging Face.
+This is a fine-tuned deepseek-coder-1.3b-base model for automatic completion of Solidity code. The model was fine-tuned using the Parameter Efficient Fine-tuning (PEFT) method 
+Quantized Low Rank Adaptation (QLoRA) and a Fill-in-the-Middle (FIM) transformed and Slither audited dataset.
 
 Example usage:
 ```python
-# Load the finetuned model
+# Load the fine-tuned model
 from transformers import AutoTokenizer, AutoModelForCausalLM
 from peft import PeftModel
 import torch