Remove comparison claims with base model

README.md

@@ -161,11 +161,8 @@ def summarize_long_email(email, model, tokenizer, mode="brief"):
 - **ROUGE-L Score**: 0.42
 - **Average inference time**: 0.63s (brief), 0.71s (full) on T4 GPU
 - **Coherence score on messy inputs**: 80%
-
-### Comparison with Base Model
-- 8.3% improvement in quality over base [Falconsai/text_summarization](https://huggingface.co/Falconsai/text_summarization)
 - Successfully differentiates brief vs full summaries (2.5x length difference)
-- Better handling of informal text and typos
+- Robust handling of informal text and typos
 
 ## Deployment