Update README.md

README.md

@@ -30,7 +30,7 @@ pipeline_tag: text-generation
 # NuMarkdown-Qwen2.5-VL 🖋️📄 → 📝
 
 **NuMarkdown-reasoning** is the first reasoning vision-language model trained to converts documents into clean GitHub-flavoured Markdown.
-It is a fine-tune of **Qwen 2.5-VL-7B** using ~10 k synthetic doc-to-Markdown pairs, followed by a RL phase (GRPO) with a layout-centric reward.
+It is a fine-tune of **Qwen 2.5-VL-7B** using ~10 k synthetic doc-to-Reasoning-to-Markdown pairs, followed by a RL phase (GRPO) with a layout-centric reward.
 
 *(note: the number of thinking tokens can vary from 20% to 2X the number of token of the final answers)*