Update README.md

README.md

@@ -11,6 +11,22 @@ tags:
 base_model: unsloth/gemma-1.1-2b-it-bnb-4bit
 ---
 
+# Model Details:
+
+- This model was created by finetuning the [unsloth/gemma-1.1-2b-it-bnb-4bit](https://huggingface.co/unsloth/gemma-1.1-2b-it-bnb-4bit) model using the [coedit dataset](https://huggingface.co/datasets/grammarly/coedit) from Grammarly.
+- The finetuning was done following the fine-tuning notebook provided by Unsloth as a practice of finetuning using the coedit dataset.
+- The model was finetuned using the prompt format of the gemma-2b-it model.
+```
+<start_of_turn>user
+Fix grammar in this sentence: A notable number of Chinese factories make piratical products by copying foreign products.<end_of_turn>
+<start_of_turn>model
+A notable number of Chinese factories make pirated products by copying foreign products.<end_of_turn>
+```
+- The finetuning was done 2x faster by utilizing the Unsloth and Hugging Face's TRL library.
+
+# Limitations:
+The model was finetuned on a specific dataset (coedit) and may not generalize well to all Italian text generation tasks. Its performance may be limited compared to models trained on larger and more diverse datasets.
+
 # Uploaded  model
 
 - **Developed by:** gnokit