VLFeedback

• Paper: Silkie: Preference Distillation for Large Visual Language Models
• GitHub Link
• Publisher: Arxiv
• Author Affiliation: The University of Hong Kong
• Type
  • SFT
  • RLHF
• Multi-turn
  • ✔
  • ✖
• Input Modalities $\rightarrow$ Output Modalities
  (I: Image, V: Video, A: Audio, 3D: Point Cloud, T: Text, B: Bounding box, Tab: Table, Web: Web page)
  • I+T $\rightarrow$ T
• Source
  • Responses generated by 12 MM-LLMs
• Method
  • Auto.
• I/V/A Scale
  • I
    • Not report
  • V
    • Not report
  • A
    • Not report
• Dialog Turn
  • Not report
• Instance Scale
  • 80K