Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

by dvrpon 6/12/2025, 5:51:10 AM with 11 comments
  • by phildinion 6/15/2025, 8:19:27 PM

    I got very briefly excited that this might be a new application layer on top of meshtastic.

  • by jph00on 6/15/2025, 9:44:46 PM

    The paper link on that site doesn't work -- here's a working link:

    https://arxiv.org/abs/2506.06105

  • by smcleodon 6/16/2025, 12:48:35 AM

    Out of interest, why does it depend on or at least recommend such an old version of Python? (3.10)

  • by kixiQuon 6/17/2025, 6:07:47 PM

    Can someone explain why this would be more effective than a system prompt? (Or just point me to it being tested out against that, I supposed)

  • by watkinsson 6/15/2025, 10:03:08 PM

    Interesting work to adapt LoRa adapters. Similar idea applied to VLMs: https://arxiv.org/abs/2412.16777

  • by gdiamoson 6/15/2025, 7:27:10 PM

    An alternative to prefix caching?

  • by etaioinshrdluon 6/16/2025, 1:07:13 AM

    What is such a thing good for?

  • by npollockon 6/15/2025, 9:47:14 PM

    LoRA adapters modify the model's internal weights

  • by normal01081975on 6/16/2025, 1:12:30 AM

    [dead]

  • by dvrpon 6/12/2025, 5:53:18 AM

    [flagged]

  • by vesseneson 6/15/2025, 3:59:55 PM

    Sounds like a good candidate for an mcp tool!