[Bug Report] DocOwl1.5 unable to load Peft models

[dot-birdie]

Description:
The model builder in DocOwl1.5 incorrectly prevents the proper loading of Peft models due to a bug, causing LoRA weight loading to be skipped.

Problemeatic code line:

mPLUG-DocOwl/DocOwl1.5/mplug_docowl/model/builder.py

Line 43 in fab2fd7

if 'paperowl' or 'docowl' in model_name.lower():

The statement 'paperowl' evaluates True, as a result the condition is always met and LoRA weight loading is skipped .

Suggested Fix:

if 'paperowl' in model_path.lower() or 'docowl' in model_path.lower():