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ControlNet training for SDXL #1655

Merged
merged 10 commits into from
Oct 11, 2024
Merged

ControlNet training for SDXL #1655

merged 10 commits into from
Oct 11, 2024

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kohya-ss
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WIP Sample image generation is not implemented yet.

sdbds and others added 9 commits September 29, 2024 10:11
@sdbds
Support Sdxl Controlnet (#1648)
e0c3630 
* Create sdxl_train_controlnet.py

* add fuse_background_pass

* Update sdxl_train_controlnet.py

* add fuse and fix error

* update

* Update sdxl_train_controlnet.py

* Update sdxl_train_controlnet.py

* Update sdxl_train_controlnet.py

* update

* Update sdxl_train_controlnet.py
@kohya-ss
use original ControlNet instead of Diffusers
8919b31
@kohya-ss
fix typo
0243c65
@kohya-ss
Merge branch 'sd3' into sdxl-ctrl-net
d78f6a7
@kohya-ss
sample generation in SDXL ControlNet training
793999d
@kohya-ss
fix cond image normlization, add independent LR for control
c2440f9
@kohya-ss
Merge branch 'sd3' into sdxl-ctrl-net
126159f
@kohya-ss
support weighted captions for sdxl LoRA and fine tuning
886f753
@kohya-ss
support weighted captions for SD/SDXL
f2bc820
@sdbds
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sdbds commented Oct 11, 2024

Is it necessary to set strategy_controlnet for different architectures later?
For example, xinsir trained controlnet++,
others like controlnext and controlnetllite.

@kohya-ss
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Modules such as strategy_sdxl etc. only abstract the VAE and Text Encoder, so we need to prepare training scripts for each ControlNet with a different architecture, such as train_controlnet.py, sdxl_train_control_net.py and sdxl_train_control_net_lllite.py.

@kohya-ss kohya-ss marked this pull request as ready for review October 11, 2024 13:24
@kohya-ss kohya-ss merged commit 43bfeea into sd3 Oct 11, 2024
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@kohya-ss kohya-ss deleted the sdxl-ctrl-net branch October 11, 2024 13:28
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@kohya-ss @sdbds