What does this PR do?

This PR adds the functionality to search for Lora and textual_inversion in Model Search, as mentioned in a previous comment

!wget https://raw.githubusercontent.com/suzukimain/auto_diffusers/refs/heads/master/src/auto_diffusers/pipeline_easy.py

from pipeline_easy import EasyPipelineForText2Image

pipeline = EasyPipelineForText2Image.from_civitai("Dream")
# checkpoint_path: https://civitai.com/models/4384?modelVersionId=128713

pipeline.auto_load_lora_weights("Detail Tweaker")
# lora_path: https://civitai.com/models/58390?modelVersionId=62833
# trained_words: None

pipeline.auto_load_textual_inversion("EasyNegative", token="EasyNegative")
# textual_inversion_path: EasyNegative -> https://civitai.com/models/7808?modelVersionId=9208

About textual_inversion

This is also related to #10373. Due to the incompatibility of textual_inversion between SD 1.5 and SD 2.1, I have made it dynamically obtained based on the shape of the tokenizer.

Other major changes

• Update the map to load single-file checkpoints with AutoPipeline
• Change the displayed URL when loading the model to the URL of the site where the model is hosted.

Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.