CalamitousFelicitousness 92df94a227 feat(chroma): native loader for chroma lora ...

Add a per-model native LoRA path for Chroma that handles both PEFT-style
(diffusion_model.<dotted>.lora_A.weight, no alpha) and kohya-flat
(lora_unet_<flat> with .alpha) layouts, plus LoKR/LoHA/OFT/DoRA.

Resolves issue #4169 (ostris ai-toolkit Chroma LoRAs failed to load).

- new pipelines/chroma/chroma_lora.py with try_load_lora/lokr/loha/oft
- fused-QKV expansion: 3-way equal for img/txt qkv, 4-way unequal
  [3072, 3072, 3072, 12288] for single linear1 (Q+K+V+proj_mlp)
- NetworkModuleLokrSliceChunk for unequal-row LoKR slicing
- path rewrite from Flux-source to ChromaTransformer2DModel naming
- lora_load.py: dispatch chroma to the native loader and narrow the
  kohya-Flux convert gate to f1 only

2026-05-04 21:17:14 +01:00

..

apg

RUF013 updates

2026-03-24 06:15:26 -07:00

api

fix ernie preview

2026-05-02 08:06:57 +02:00

ben2

modernize typing

2026-02-19 09:15:37 +01:00

caption

add lumina-dimoo

2026-04-12 19:06:08 +02:00

cfgzero

cleanup logger

2026-02-19 11:09:13 +01:00

civitai

Update concurrent.futures imports

2026-04-23 16:49:31 -07:00

control

add skip processing option

2026-04-30 10:06:55 +02:00

dml

ruff lint

2026-02-19 11:13:44 +01:00

face

reorganize scripts/extensions

2026-03-27 14:00:46 +01:00

flash_attn_triton_amd

cleanup todo

2026-01-19 11:10:05 +01:00

framepack

feat(video): route video pipelines through interpolation helper

2026-04-26 03:08:19 +01:00

ggml

cleanup logger

2026-02-19 11:09:13 +01:00

hidiffusion

initial pyright lint

2026-02-21 09:32:36 +01:00

image

fix(metadata): preserve parameters and stop polluting info dict

2026-04-25 22:10:16 +01:00

intel

OpenVINO autodetect FP16

2026-04-12 22:01:30 +03:00

linfusion

cleanup logger

2026-02-19 11:09:13 +01:00

lora

feat(chroma): native loader for chroma lora

2026-05-04 21:17:14 +01:00

ltx

fix(ltx,processing): address pr #4819 review

2026-05-04 02:52:42 +01:00

merging

RUF013 updates

2026-03-24 04:27:30 -07:00

onnx_impl

reorg control type

2026-04-29 11:20:22 +02:00

pag

cleanup logger

2026-02-19 11:09:13 +01:00

postprocess

Merge branch 'dev' into RUF013

2026-03-24 07:12:51 -07:00

ras

RUIF013 updates and formatting

2026-03-24 05:12:18 -07:00

rembg

fixes from check-api

2026-04-12 18:54:22 +02:00

res4lyf

fix check-schedulers

2026-04-12 19:06:08 +02:00

rife

feat(rife): upgrade vendored RIFE to Practical-RIFE v4.25

2026-04-25 21:14:18 +01:00

schedulers

fix ER-SDE flow-matching parameterization using alpha=1

2026-04-11 16:31:32 +01:00

sdnq

SNDQ unify Triton MM configs

2026-05-04 15:14:30 +03:00

seedvr

add explicit vae method=none and allow images in history

2026-04-14 11:51:27 +02:00

sharpfin

update sharpfin usage

2026-02-11 09:57:37 +01:00

taesd

RUF013 updates and formatting

2026-03-24 06:07:34 -07:00

teacache

cleanup logger

2026-02-19 11:09:13 +01:00

todo

RUF013 updates and formatting

2026-03-24 06:07:34 -07:00

vae

feat(anima): native lora across transformer, llm_adapter, text encoder

2026-04-25 03:16:03 +01:00

video_models

fix(ltx): audio toggle ux and audio mux stream registration

2026-05-02 19:38:08 +01:00

__init__.py

refactor imports

2026-02-19 15:28:24 +01:00

attention.py

Revert non-critical changes

2026-03-25 13:47:27 -07:00

cachedit.py

cleanup logger

2026-02-19 11:09:13 +01:00

call_queue.py

cleanup logger

2026-02-19 11:09:13 +01:00

cmd_args.py

update readme and some debug functions

2026-03-21 09:08:53 +01:00

detailer.py

detailer support for face restorer models

2025-01-18 14:29:40 -05:00

devices_mac.py

…

devices.py

openvino backend

2026-04-12 19:07:20 +02:00

enso.py

run enso extension installer after clone and update

2026-03-20 21:43:44 +00:00

errorlimiter.py

lint

2026-03-22 11:17:41 +01:00

errors.py

update nudenet

2026-04-09 13:48:54 +02:00

extensions.py

fix ts2utc

2026-04-28 11:00:19 +02:00

extra_networks.py

fix lora deactivate

2026-03-13 12:12:04 +01:00

extras.py

cleanup logger

2026-02-19 11:09:13 +01:00

files_cache.py

refactor imports

2026-02-19 15:28:24 +01:00

generation_parameters_copypaste.py

feat(ui): right-click send-to-control for prompt/params transfer

2026-04-12 21:51:29 +01:00

gr_hijack.py

reduce use of python generators with ui

2026-03-01 18:17:42 +01:00

gr_tempdir.py

PIL Image.Image type fix

2026-04-06 01:06:19 -07:00

hashes.py

validate reference, lint and update diffusers

2026-04-15 10:10:05 +02:00

history.py

remove process preview

2026-04-29 07:59:43 +02:00

images.py

compatibility import

2026-04-18 18:41:34 +02:00

img2img.py

merge: modules/img2img.py

2026-03-13 08:22:41 +01:00

infotext_utils.py

ruff lint

2026-02-19 11:13:44 +01:00

infotext.py

merge: modules/infotext.py

2026-03-12 14:16:51 +01:00

ipadapter.py

cleanup logger

2026-02-19 11:09:13 +01:00

json_helpers.py

Update filename / path typing

2026-04-26 20:21:00 -07:00

lama.py

unified logger

2026-02-19 09:46:42 +01:00

loader.py

reorganize scripts/extensions

2026-03-27 14:00:46 +01:00

localization.py

cleanup logger

2026-02-19 11:09:13 +01:00

logger.py

RUF013 updates

2026-03-24 04:19:53 -07:00

masking.py

gallery quick actions placeholders

2026-05-04 20:45:10 +02:00

memmon.py

update installer usage

2026-02-19 12:21:46 +01:00

memstats.py

openvino device selecrtion

2026-04-12 19:07:20 +02:00

migrate.py

unified logger

2026-02-19 09:46:42 +01:00

mit_nunchaku.py

update nunchaku code

2026-03-28 09:49:05 +01:00

model_quant.py

cleanup bnb references

2026-04-12 19:06:08 +02:00

model_te.py

remove legacy quant loaders

2026-03-24 15:01:07 +01:00

model_tools.py

cleanup logger

2026-02-19 11:09:13 +01:00

modeldata.py

feat(anima): add image-to-image and inpainting support

2026-04-30 03:50:02 +01:00

modelloader.py

cleanup

2026-04-04 11:09:39 +02:00

models_hf.py

set/validate xet cache

2026-04-18 12:10:03 +02:00

modelstats.py

cleanup logger

2026-02-19 11:09:13 +01:00

modular_guiders.py

cleanup logger

2026-02-19 11:09:13 +01:00

modular.py

cleanup logger

2026-02-19 11:09:13 +01:00

olive_script.py

modernize typing

2026-02-19 09:15:37 +01:00

options_handler.py

Merge branch 'dev' into RUF013

2026-03-24 07:12:51 -07:00

options.py

unified logger

2026-02-19 09:46:42 +01:00

para_attention.py

cleanup logger

2026-02-19 11:09:13 +01:00

patches.py

modernize typing

2026-02-19 09:15:37 +01:00

paths_internal.py

ruff lint

2026-02-19 11:13:44 +01:00

paths.py

set/validate xet cache

2026-04-18 12:10:03 +02:00

postprocessing.py

cleanup logger

2026-02-19 11:09:13 +01:00

processing_args.py

fix kandinsky detection

2026-05-02 09:09:06 +02:00

processing_callbacks.py

fix ernie preview

2026-05-02 08:06:57 +02:00

processing_class.py

add skip processing option

2026-04-30 10:06:55 +02:00

processing_correction.py

fix(correction): step-based progress and multi-channel latent support

2026-03-19 04:03:13 +00:00

processing_diffusers.py

Merge pull request #4819 from vladmandic/feat/ltx-audio

2026-05-04 07:37:40 +02:00

processing_grading.py

fix(grading): preserve image .info across grade_image

2026-04-25 21:44:09 +01:00

processing_helpers.py

fix(save): handle already-decoded images in save_intermediate

2026-04-30 03:42:11 +01:00

processing_info.py

cleanup

2026-03-13 14:44:58 +01:00

processing_prompt.py

masking error handler

2026-04-30 11:03:20 +02:00

processing_vae.py

feat(anima): add image-to-image and inpainting support

2026-04-30 03:50:02 +01:00

processing_video.py

feat(video): video_interpolate as execution-time stage

2026-04-26 03:08:07 +01:00

processing.py

fix(ltx,processing): address pr #4819 review

2026-05-04 02:52:42 +01:00

progress.py

cleanup logger

2026-02-19 11:09:13 +01:00

prompt_parser_diffusers.py

RUF013 updates

2026-03-24 05:48:19 -07:00

prompt_parser_xhinker.py

RUIF013 updates and formatting

2026-03-24 05:12:18 -07:00

prompt_parser.py

modernize typing

2026-02-19 09:15:37 +01:00

rocm_triton_windows.py

refactor imports

2026-02-19 15:28:24 +01:00

rocm.py

Update subprocess.run usage

2026-03-05 20:06:09 -08:00

safe.py

linting

2025-10-16 19:39:05 -04:00

script_callbacks.py

Move functions to match new execution order

2026-04-27 17:15:05 -07:00

script_loading.py

cleanup logger

2026-02-19 11:09:13 +01:00

scripts_auto_postprocessing.py

modernize typing

2026-02-19 09:15:37 +01:00

scripts_manager.py

add timer info

2026-04-23 12:49:41 +02:00

scripts_postprocessing.py

update nudenet

2026-04-09 13:48:54 +02:00

scripts.py

lint

2025-07-31 17:33:44 -04:00

sd_checkpoint.py

linting

2026-04-13 12:18:05 +02:00

sd_detect.py

fix kandinsky detection

2026-05-02 09:09:06 +02:00

sd_hijack_accelerate.py

cleanup

2026-03-13 14:44:58 +01:00

sd_hijack_dynamic_atten.py

modernize typing

2026-02-19 09:15:37 +01:00

sd_hijack_freeu.py

cleanup

2026-03-13 15:05:47 +01:00

sd_hijack_hfhub.py

masking error handler

2026-04-30 11:03:20 +02:00

sd_hijack_hypertile.py

cleanup

2026-03-13 15:05:47 +01:00

sd_hijack_safetensors.py

unified logger

2026-02-19 09:46:42 +01:00

sd_hijack_te.py

cleanup

2026-04-15 12:32:21 +00:00

sd_hijack_utils.py

modernize typing

2026-02-19 09:15:37 +01:00

sd_hijack_vae.py

cleanup logger

2026-02-19 11:09:13 +01:00

sd_hijack.py

initial pyright lint

2026-02-21 09:32:36 +01:00

sd_models_compile.py

openvino backend

2026-04-12 19:07:20 +02:00

sd_models_utils.py

openvino backend

2026-04-12 19:07:20 +02:00

sd_models.py

fix kandinsky detection

2026-05-02 09:09:06 +02:00

sd_modules.py

full ui-settings refactor

2025-03-30 15:04:17 -04:00

sd_offload_aux.py

RUF013 updates and typing update

2026-03-24 05:19:51 -07:00

sd_offload.py

RUF013 updates and typing update

2026-03-24 05:19:51 -07:00

sd_samplers_common.py

feat(anima): native lora across transformer, llm_adapter, text encoder

2026-04-25 03:16:03 +01:00

sd_samplers_diffusers.py

update samplers hijack

2026-04-15 09:44:32 +02:00

sd_samplers_hijack.py

update samplers hijack

2026-04-15 09:44:32 +02:00

sd_samplers.py

cleanup

2026-03-13 11:49:41 +01:00

sd_te_remote.py

RUF013 updates and typing update

2026-03-24 05:19:51 -07:00

sd_unet.py

feat(anima): load custom transformer from unet dropdown

2026-04-24 23:36:27 +01:00

sd_vae.py

custom vae loader

2026-05-02 10:22:43 +02:00

server.py

modernize typing

2026-02-19 09:15:37 +01:00

shared_defaults.py

unified logger

2026-02-19 09:46:42 +01:00

shared_helpers.py

unified logger

2026-02-19 09:46:42 +01:00

shared_items.py

Expose FP8 E3

2026-04-17 02:06:14 +03:00

shared_legacy.py

refactor: update imports for caption module rename

2026-02-11 02:47:41 +00:00

shared_state.py

add explicit vae method=none and allow images in history

2026-04-14 11:51:27 +02:00

shared.py

Update typing for model data access

2026-03-26 16:42:04 -07:00

styles.py

Update concurrent.futures imports

2026-04-23 16:49:31 -07:00

sub_quadratic_attention.py

modernize typing

2026-02-19 09:15:37 +01:00

textual_inversion.py

RUF013 updates and formatting

2026-03-24 06:07:34 -07:00

theme.py

refactor imports

2026-02-19 15:28:24 +01:00

timer.py

cleanup

2025-11-02 06:29:19 -05:00

token_merge.py

cleanup logging and update requirements

2026-03-13 13:02:41 +01:00

transformer_cache.py

cleanup logger

2026-02-19 11:09:13 +01:00

txt2img.py

merge: modules/txt2img.py

2026-03-13 08:19:32 +01:00

ui_caption.py

docs(locale): expand resize hints and restore OpenCLiP entries

2026-05-04 00:50:23 +01:00

ui_common.py

gallery skip empty files

2026-04-25 14:48:07 +02:00

ui_components.py

modernui configurable grid images size

2025-08-31 12:39:59 -04:00

ui_control_elements.py

remove process preview

2026-04-29 07:59:43 +02:00

ui_control_helpers.py

monkey-patch multi-image

2026-04-29 19:53:14 +02:00

ui_control.py

add skip processing option

2026-04-30 10:06:55 +02:00

ui_definitions.py

ui performance optimizations

2026-04-19 16:14:19 +02:00

ui_docs.py

pylint

2026-02-19 11:36:20 +01:00

ui_extensions.py

fix typo and update kanvas

2026-04-20 08:12:21 +02:00

ui_extra_networks_checkpoints.py

Update concurrent.futures imports

2026-04-23 16:49:31 -07:00

ui_extra_networks_history.py

pylint

2026-02-19 11:36:20 +01:00

ui_extra_networks_lora.py

Update concurrent.futures imports

2026-04-23 16:49:31 -07:00

ui_extra_networks_styles.py

cleanup logger

2026-02-19 11:09:13 +01:00

ui_extra_networks_textual_inversion.py

cleanup references to p.sd_model

2026-02-19 20:48:42 +01:00

ui_extra_networks_unet.py

add unet/dir to networks

2026-03-22 11:09:45 +01:00

ui_extra_networks_vae.py

cleanup logger

2026-02-19 11:09:13 +01:00

ui_extra_networks_wildcards.py

feat(autocomplete): aliases, extra-networks, translations, baseline fixes

2026-04-24 21:55:27 +01:00

ui_extra_networks.py

Update concurrent.futures imports

2026-04-23 16:49:31 -07:00

ui_gallery.py

gallery add thumbnail size slider

2026-05-04 09:03:50 +02:00

ui_guidance.py

Change the default SDXL sampler to Euler A + Linear and set Guidence scale value to 4

2025-10-24 19:58:59 +03:00

ui_history.py

show_progress requires "full", "minimal", or "hidden"

2025-11-28 02:27:19 -08:00

ui_img2img.py

separate color corrections

2026-03-18 07:53:04 +01:00

ui_javascript.py

Import cleanup

2026-04-23 16:27:36 -07:00

ui_loadsave.py

refactor imports

2026-02-19 15:28:24 +01:00

ui_models_load.py

reorg control type

2026-04-29 11:20:22 +02:00

ui_models.py

reorg control type

2026-04-29 11:20:22 +02:00

ui_postprocessing.py

cleanup logger

2026-02-19 11:09:13 +01:00

ui_prompt_styles.py

…

ui_sections.py

fix upscaler init causing server fail

2026-04-04 11:03:34 +02:00

ui_settings.py

openvino backend

2026-04-12 19:07:20 +02:00

ui_symbols.py

gallery add thumbnail size slider

2026-05-04 09:03:50 +02:00

ui_txt2img.py

separate color corrections

2026-03-18 07:53:04 +01:00

ui_video_vlm.py

RUF013 updates and formatting

2026-03-24 06:07:34 -07:00

ui_video.py

refactor(video): per-engine self-contained tab layout

2026-04-19 04:38:47 +01:00

ui.py

Fix settings not being initialized for tabs

2026-04-27 15:02:41 -07:00

update.py

Fix url formatting in update module

2025-11-08 14:54:34 -08:00

upscaler_algo.py

PIL Image.Image type fix

2026-04-06 01:06:19 -07:00

upscaler_simple.py

PIL Image.Image type fix

2026-04-06 01:06:19 -07:00

upscaler_spandrel.py

PIL Image.Image type fix

2026-04-06 01:06:19 -07:00

upscaler_vae.py

PIL Image.Image type fix

2026-04-06 01:06:19 -07:00

upscaler.py

RUF013 updates and import updates

2026-03-24 06:08:15 -07:00

video.py

merge dev: video.py outdir fix

2026-04-26 03:14:48 +01:00

zluda_installer.py

Revert "Avoid using args as a variable name"

2026-03-05 20:17:44 -08:00

zluda.py

unified logger

2026-02-19 09:46:42 +01:00