chg: [news] Minor improvemets.

Author: cedricbonhomme

content/news/2025-02-26-nlp-vulnerability-lookup.md

@@ -58,7 +58,7 @@ For a quick demo, check out our vulnerability classification space:
 👉 https://huggingface.co/spaces/CIRCL/vulnerability-severity-classification
 
 This is a demo of our **text classification** model with a mapping on CVSS scores.
-It is a fine tuned model based on [distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased), trained with our hardware (2X GPUs NVIDIA L40).  
+It's a fine-tuned model built onn [distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased), trained on our hardware featuring two GPUs NVIDIA L40.  
 We will test various BERT-based model, and of course [RoBERTa](https://arxiv.org/abs/1907.11692).
 
 If you're interested in **text generation**, we've trained a larger model to assist in writing vulnerability descriptions, using [GPT-2](https://huggingface.co/openai-community/gpt2) as base.