Wednesday, October 22, 2025

Show HN: Introducing ModelSignature – Capture End-User Feedback for Your AI Models

Transforming Feedback in Open Source AI Models

Did you know that open-source model providers often miss out on crucial end-user feedback? Most feedback is solely from technical users, leaving significant insights untapped. This gap can hinder the improvement of AI models.

Introducing ModelSignature:

  • Innovative Feedback System: Integrates a feedback URL into your model weights using LoRA fine-tuning.
  • User Empowerment: Users can easily report issues during interactions by asking, “Where can I report issues?”
  • Seamless Deployment: Feedback persists across all platforms, ensuring continuous improvement.
  • Quick and Efficient: Setup takes only about 30 minutes on a T4 GPU.

Why this matters: Enhance model performance and foster a collaborative development environment.

Have you ever faced challenges in providing feedback on open-source models? Share your thoughts below, and let’s ignite a conversation! 🚀 #OpenSource #AI #FeedbackLoop

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