lllyasviel / lllyasviel/stable-diffusion-webui-forge

[Feature Request]: Implement X-Adapter

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#290 7 comments 22 reactions 0 assignees View on GitHub

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enhancement
Dominant language
Python
Stars
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Description

### Is there an existing issue for this?

- [X] I have searched the existing issues and checked the recent builds/commits

### What would your feature do ?

https://github.com/showlab/X-Adapter
Code for X-Adapter is finally out.

X-Adapter enables plugins pretrained on old version (e.g. SD1.5) directly work with the upgraded Model (e.g., SDXL) without further retraining.

Is it possible to implement it into Forge?

### Proposed workflow

1. Use 1.5 Loras on SDXL models.

### Additional information

_No response_

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the X-Adapter project linked in the issue and comparing its requirements with Forge's existing model and LoRA handling. Define completion as enabling SD1.5 LoRAs to work with SDXL models without retraining, then verify that proposed workflow against the project's current behavior.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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