Update README.md

README.md

@@ -18,11 +18,20 @@ pipeline_tag: summarization
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 # Uploaded  model
-
 - **Developed by:** romitraj-ds
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
+- **Fine-tuning Method:** LoRA (Low-Rank Adaptation) using Unsloth
+
+# Evaluation
+The model was evaluated using the ROUGE metric on a subset of the `neil-code/dialogsum-test` dataset.
+
+# Results
+| Metric    | Original Model | Fine-tuned Model | Improvement |
+|-----------|----------------|------------------|-------------|
+| rouge1    | 0.317          | 0.427            | +10.99%     |
+| rouge2    | 0.100          | 0.169            | +6.85%      |
+| rougeL    | 0.262          | 0.347            | +8.54%      |
+| rougeLsum | 0.248          | 0.348            | +10.03%     |
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)