DEV Community

Mike Young
Mike Young

Posted on • Originally published at aimodels.fyi

New AI Model Writes 10,000-Word Articles from Images, Outperforms GPT-4

This is a Plain English Papers summary of a research paper called New AI Model Writes 10,000-Word Articles from Images, Outperforms GPT-4. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

  • New model called LongWriter-V-22k enables AI vision systems to write longer, coherent outputs
  • Addresses limitation of current vision-language models that struggle with outputs beyond 1,000 words
  • Uses 22,158 training examples with multiple images and instructions
  • Implements Direct Preference Optimization (DPO) to maintain quality in long outputs
  • Achieves better performance than larger models like GPT-4

Plain English Explanation

Current AI vision models can look at lots of images and text at once, but they struggle to write long, coherent responses. It's like having a smart student who can absorb an entire textboo...

Click here to read the full summary of this paper

Top comments (0)