Anyone else converting PDFs to Markdown before giving them to LLMs? The token savings are crazy.

📰 Reddit r/ChatGPT

Converting PDFs to Markdown can significantly reduce token usage when working with LLMs, making it a valuable optimization technique for efficient language processing

intermediate Published 10 Jun 2026
Action Steps
  1. Convert PDFs to Markdown using tools like Pandoc or pdf2md
  2. Preprocess Markdown files to remove unnecessary characters and formatting
  3. Feed preprocessed Markdown files into LLMs for analysis
  4. Monitor and compare token usage before and after conversion
  5. Optimize conversion workflow based on token savings and processing efficiency
Who Needs to Know This

Data scientists and AI engineers can benefit from this approach as it allows for more cost-effective and efficient processing of large documents

Key Insight

💡 PDF to Markdown conversion can lead to significant token savings when working with LLMs

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💡 Convert PDFs to Markdown to slash token usage with LLMs!

Key Takeaways

Converting PDFs to Markdown can significantly reduce token usage when working with LLMs, making it a valuable optimization technique for efficient language processing

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