ostris/ai-toolkit
1
0
Fork 0
mirror of https://github.com/ostris/ai-toolkit.git synced 2026-04-29 10:41:28 +00:00
Code Issues Packages Projects Releases Wiki Activity

Merge pull request #426 from squewel/prior_reg

Browse Source 
Dataset-level prior regularization
This commit is contained in:
Jaret Burkett
2025-09-18 03:03:18 -06:00
committed by GitHub
parent 2120dc5936 e27e229b36
commit 3cdf50cbfc
3 changed files with 7 additions and 5 deletions
Download Patch File Download Diff File Expand all files Collapse all files

10
extensions_built_in/sd_trainer/SDTrainer.py
View File

@@ -1154,6 +1154,11 @@ class SDTrainer(BaseSDTrainProcess):
has_clip_image_embeds = True # we are caching embeds, handle that differently
has_clip_image = False
# do prior pred if prior regularization batch
do_reg_prior = False
if any([batch.file_items[idx].prior_reg for idx in range(len(batch.file_items))]):
do_reg_prior = True
if self.adapter is not None and isinstance(self.adapter, IPAdapter) and not has_clip_image and has_adapter_img:
raise ValueError(
"IPAdapter control image is now 'clip_image_path' instead of 'control_path'. Please update your dataset config ")
@@ -1648,11 +1653,6 @@ class SDTrainer(BaseSDTrainProcess):
prior_pred = None
do_reg_prior = False
# if is_reg and (self.network is not None or self.adapter is not None):
# # we are doing a reg image and we have a network or adapter
# do_reg_prior = True
do_inverted_masked_prior = False
if self.train_config.inverted_mask_prior and batch.mask_tensor is not None:
do_inverted_masked_prior = True