Update README.md

README.md

@@ -17,6 +17,30 @@ language:
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/gemma-2-2b-bnb-4bit
 
-This gemma2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+**Fine tuned for a full epoch on qingy2024/grmr-20k**
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+This fine-tune of Gemma 2 2B is trained to take any input text and repeat it (with fixed grammar).
+
+Example:
+
+
+**User**: Find a clip from a professional production of any musical within the past 50 years. The Tony awards have a lot of great options of performances of Tony nominated performances in the archives on their websites.
+
+**GRMR-2B-Instruct**: Find a clip from a professional production of any musical within the past 50 years. The Tony Awards have a lot of great options of performances of Tony-nominated performances in their archives on their websites.
+
+Note: This model uses a custom chat template:
+
+```
+Below is the original text. Please rewrite it to correct any grammatical errors if any, improve clarity, and enhance overall readability.
+
+### Original Text:
+{PROMPT HERE}
+
+### Corrected Text:
+{MODEL'S OUTPUT HERE}
+```
+
+I would recommend a temperature of 0.0 and repeat penalty 1.0 for this model to get optimal results.
+
+
+*Disclaimer, I ran this text through the model itself to correct the grammar.*