* docs: fix latent -> latents in LTX latent upsampler docstrings
__call__ takes 'latents' (the docstring said 'latent', and its own
description says 'Input latents to normalize').
* docs: fix 'promt' typo in kandinsky5 default prompt templates
The default system template sent to the Qwen text encoder misspelled
'prompt engineer' as 'promt engineer' (4 pipelines).
Note: this changes the token sequence of the default template, so
default outputs will differ numerically from before / from the
upstream Kandinsky5 reference. If exact parity with the reference
repo is preferred, the reference itself would need the same fix.
* docs: fix docstring parameter names that do not match signatures
- flux controlnet encode_prompt documented a clip_skip parameter that
does not exist (copy-paste from SD-style docs; flux has no CLIP
layer-skipping)
- hunyuan_video1_5 pipelines documented num_images_per_prompt while
the parameter is num_videos_per_prompt
- kandinsky5 _encode_prompt_qwen/_encode_prompt_clip documented
num_videos_per_prompt, which neither method accepts
* docs(zh): fix English anchors pointing at translated Chinese headings
speed-memory-optims.md linked ./memory#model-offloading and
#group-offloading while the zh memory page translates those headings
(樑εεΈθ½½ / η»εΈθ½½); using_peft_for_inference.md linked #hotswapping
while the zh heading is ηεζ’. Repointed at the Chinese slugs.
* docs: fix PAG anchor and the StableDiffusionPipelineSafe row in the SD overview
- pag.md linked #pagappliedlayers; the heading '### pag_applied_layers'
keeps its underscores (#pag_applied_layers)
- the SD overview table linked ./stable_diffusion_safe, a doc page that
no longer exists anywhere under docs/source; the row now names the
deprecated pipeline as plain text instead of a dead link
* docs: fix dead Masked Im2Im TOC anchors in community pipelines README
The TOC rows linked #stable-diffusion-masked-im2im /
#stable-diffusion-xl-masked-im2im; the actual headings are
'Masked Im2Im Stable Diffusion Pipeline' and 'Masked Im2Im Stable
Diffusion Pipeline XL' (lines 3184/3219).
* docs(examples): drop duplicated 'with' in T5/Gemma sequence-length help strings
16 example scripts' --max_sequence_length help read 'to use with with
the T5 text encoder' (or the Gemma variant); surfaced in --help output.
* fix(links): keep the pag_applied_layers anchor in doc-builder form
doc-builder slugifies headings by dropping underscores, so the heading
'### pag_applied_layers' anchors as #pagappliedlayers β the form the
check-links CI expects. GitHub-style underscores broke it.
Signed-off-by: simpleqt <89645338+simpleqt@users.noreply.github.com>
* fix(kandinsky5): recompute prompt_template_encode_start_idx after the promt fix
Correcting 'promt' -> 'prompt' in the system templates shifts each
template's token count by one (verified with the Qwen2.5-VL tokenizer:
41->40, 55->54, 129->128, 129->128). Without this, the hardcoded start
indices slice the encoded prompt one token off.
---------
Signed-off-by: simpleqt <89645338+simpleqt@users.noreply.github.com>
Store vae.config.scaling_factor to prevent missing attr reference
In sdxl advanced dreambooth training script
vae.config.scaling_factor becomes inaccessible after: del vae
when: --cache_latents, and no --validation_prompt
Co-authored-by: Teriks <Teriks@users.noreply.github.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
[Examples] uniform naming notations
since the in parameter `size` represents `args.resolution`, I thus replace the `args.resolution` inside DreamBoothData with `size`. And revise some notations such as `center_crop`.
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
* [train_controlnet_sdxl] Add LANCZOS as the default interpolation mode for image resizing
* [train_dreambooth_lora_flux_advanced] Add LANCZOS as the default interpolation mode for image resizing
* model card gen code
* push modelcard creation
* remove optional from params
* add import
* add use_dora check
* correct lora var use in tags
* make style && make quality
---------
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* Update pipeline_controlnet.py
* Update pipeline_controlnet_img2img.py
runwayml Take-down so change all from to this
stable-diffusion-v1-5/stable-diffusion-v1-5
* Update pipeline_controlnet_inpaint.py
* runwayml take-down make change to sd-legacy
* runwayml take-down make change to sd-legacy
* runwayml take-down make change to sd-legacy
* runwayml take-down make change to sd-legacy
* Update convert_blipdiffusion_to_diffusers.py
style change
* modelcard generation edit
* add missed tag
* fix param name
* fix var
* change str to dict
* add use_dora check
* use correct tags for lora
* make style && make quality
---------
Co-authored-by: Aryan <aryan@huggingface.co>
