Update README.md

README.md

@@ -18,12 +18,11 @@ pipeline_tag: text-generation
 
 # NuMarkdown-Qwen2.5-VL 🖋️📄 → 📝
 
-**NuMarkdown-Qwen2.5-VL** is the first reasoning vision-language model trained to converts documents into clean GitHub-flavoured Markdown.
+**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.
 
 *(note: the number of thinking tokens can vary from 20% to 2X the number of token of the final answers)*
 
-
 ## Results
 
 *(we plan to realease a markdown arena -similar to llmArena- for complex document to markdown task)*