Base44
Mini toolsNuMarkdown 8 B Thinking
By NuMind
NuMarkdown-8B-Thinking is NuMind’s first reasoning OCR VLM, trained specifically for document-to-Markdown conversion for RAG and retrieval systems. It generates internal reasoning tokens to analyze layout, headers, tables and footers, then outputs structured GitHub-flavored Markdown. Built by fine-tuning Qwen2.5-VL on synthetic Doc → Reasoning → Markdown data and an RL GRPO phase, it outperforms generic VLMs and dedicated OCR models on complex, multi-column and table-heavy documents.
New
Text
Gen 7
Overview
NuMarkdown-8B-Thinking is a reasoning OCR vision-language model fine-tuned from Qwen2.5-VL to convert complex document images into clean Markdown, using intermediate “thinking” tokens to infer layout and tables before generating the final text
About NuMind
NuMind is an Artificial Intelligence company that enables software engineers, data scientists, and non-experts to effortlessly create advanced machine learning models utilizing LLMs for automated text processing.
Industry:
Software Development
Company Size:
1-10
Location:
Wilmington, Delaware, US
Website:
numind.ai
Tools using NuMarkdown 8 B Thinking
No tools found for this model yet.
Last updated: January 26, 2026
