* 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>
Test-time search where every candidate runs under FirstBlockCache and only
the winning seed is regenerated at full compute.
Paper: https://huggingface.co/papers/2607.23159
* drop python 3.8
* remove list, tuple, dict from typing
* fold Unions into |
* up
* fix a bunch and please me.
* up
* up
* up
* up
* up
* up
* enforce 3.10.0.
* up
* up
* up
* up
* up
* up
* up
* up
* Update setup.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
* up.
* python 3.10.
* ifx
* up
* up
* up
* up
* final
* up
* fix typing utils.
* up
* up
* up
* up
* up
* up
* fix
* up
* up
* up
* up
* up
* up
* handle modern types.
* up
* up
* fix ip adapter type checking.
* up
* up
* up
* up
* up
* up
* up
* revert docstring changes.
* keep deleted files deleted.
* keep deleted files deleted.
---------
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
* Community Pipeline: Add z-image differential img2img
* add pipeline for z-image differential img2img diffusion examples : run make style , make quality, and fix white spaces in example doc string.
---------
Co-authored-by: r4inm4ker <jefri.yeh@gmail.com>
Use `T5Tokenizer` instead of `MT5Tokenizer`
Given that the `MT5Tokenizer` in `transformers` is just a "re-export" of
`T5Tokenizer` as per
https://github.com/huggingface/transformers/blob/v4.57.3/src/transformers/models/mt5/tokenization_mt5.py
)on latest available stable Transformers i.e., v4.57.3), this commit
updates the imports to point to `T5Tokenizer` instead, so that those
still work with Transformers v5.0.0rc0 onwards.
* Fix: update type hints for Tuple parameters across multiple files to support variable-length tuples
* Apply style fixes
---------
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* Add community class StableDiffusionXL_T5Pipeline
Will be used with base model opendiffusionai/stablediffusionxl_t5
* Changed pooled_embeds to use projection instead of slice
* "make style" tweaks
* Added comments to top of code
* Apply style fixes
Fix: Inherit `StableDiffusionXLLoraLoaderMixin`
`StableDiffusionXLControlNetAdapterInpaintPipeline`
used to incorrectly inherit
`StableDiffusionLoraLoaderMixin`
instead of `StableDiffusionXLLoraLoaderMixin`
This PR updates the max_shift value in flux to 1.15 for consistency across the codebase. In addition to modifying max_shift in flux, all related functions that copy and use this logic, such as calculate_shift in `src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py`, have also been updated to ensure uniform behavior.
