CalamitousFelicitousness 9c85902ee7 feat(lora): load dora magnitude vectors saved as magnitude keys ...

ai-toolkit DoRA saves lora_A/B plus a 1-D per-output magnitude key in
place of alpha; PEFT and diffusers name the same quantity
lora_magnitude_vector. Neither key was in the suffix table, so such
adapters loaded as plain LoRA with the magnitude renormalization
silently missing. The semantics match LyCORIS wd_on_out=True row norms,
so both keys convert onto the existing dora_scale path.

- accept .magnitude and .lora_magnitude_vector in LORA_SUFFIXES and
  convert at group level in try_load_lora
- reshape 1-D vectors to (out, 1): on square layers the apply-time
  orientation detection would otherwise renormalize the wrong axis
- cover square-layer numeric equality, fused-qkv slicing and the PEFT
  key form in the offline suite

2026-07-14 08:06:45 +01:00

..

apg

fix(pipelines): restore clip-skip text encoding for transformers 5.6+

2026-06-25 02:25:33 +01:00

api

strict subpaths

2026-07-13 21:48:42 +02:00

ben2

full codespell coverage

2026-06-04 12:36:10 +02:00

caption

linting

2026-07-03 22:05:33 +02:00

cfgzero

strict ruff without exclude

2026-05-11 08:36:49 +02:00

civitai

refactor(model): simplify probe cache handling

2026-07-11 20:26:12 +01:00

control

linting

2026-07-03 22:05:33 +02:00

detailer

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

dml

better handle onnxruntime

2026-06-21 11:19:08 +02:00

face

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

flash_attn_triton_amd

full codespell coverage

2026-06-04 12:36:10 +02:00

framepack

linting

2026-07-03 22:05:33 +02:00

ggml

full codespell coverage

2026-06-04 12:36:10 +02:00

hidiffusion

full codespell coverage

2026-06-04 12:36:10 +02:00

image

linting

2026-07-03 22:05:33 +02:00

intel

linting

2026-07-03 22:05:33 +02:00

linfusion

cleanup logger

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

lora

feat(lora): load dora magnitude vectors saved as magnitude keys

2026-07-14 08:06:45 +01:00

ltx

video model loader

2026-07-13 11:26:33 +02:00

merging

linting

2026-07-03 22:05:33 +02:00

onnx_impl

fix onnx execution providers

2026-06-22 16:22:11 +02:00

openai

add experimental openai interface

2026-07-02 14:36:44 +02:00

pag

fix(pipelines): restore clip-skip text encoding for transformers 5.6+

2026-06-25 02:25:33 +01:00

postprocess

linting

2026-07-03 22:05:33 +02:00

ras

Revert "much stricter ruff linting"

2026-05-11 08:13:57 +02:00

rembg

linting

2026-07-03 22:05:33 +02:00

res4lyf

update sampler behavior and user definable fallback

2026-06-08 17:00:00 +02:00

rife

full codespell coverage

2026-06-04 12:36:10 +02:00

schedulers

schedulers fix zero-sigma final-step

2026-07-06 13:21:19 +02:00

sdnq

set group_size_m to 8 on intel too

2026-07-14 02:16:33 +03:00

seedvr

debounce width/height updates

2026-06-23 13:55:47 +02:00

sharpfin

Fix assorted small typos: dead __str__, unformatted messages, preview min-height, tooltip

2026-06-11 01:42:29 -04:00

taesd

linting

2026-07-03 22:05:33 +02:00

teacache

strict ruff without exclude

2026-05-11 08:36:49 +02:00

todo

full codespell coverage

2026-06-04 12:36:10 +02:00

vae

linting

2026-07-03 22:05:33 +02:00

video_models

video model loader

2026-07-13 11:26:33 +02:00

__init__.py

refactor imports

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

attention.py

SDNQ Atten skip TE

2026-07-13 04:49:55 +03:00

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

devices_mac.py

mps install torchsde

2026-06-20 08:15:35 +02:00

devices.py

Add SDNQ attention

2026-06-23 08:10:02 +03:00

enso.py

run enso extension installer after clone and update

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

errorlimiter.py

Typing cleanup

2026-05-17 10:41:09 -07:00

errors.py

fix(samplers): report validation failures without backtrace

2026-06-10 03:08:20 +01:00

extensions.py

handle invalid extension

2026-07-01 18:59:20 +02:00

extra_networks.py

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

extras.py

fix ui/misc: None desc crash, ratio/tile/lora split guards, parse_metadtaa typo, moondream type guard

2026-06-12 13:00:50 -04:00

files_cache.py

full codespell coverage

2026-06-04 12:36:10 +02:00

generation_parameters_copypaste.py

Fix assorted small typos: dead __str__, unformatted messages, preview min-height, tooltip

2026-06-11 01:42:29 -04:00

gr_hijack.py

gradio temp files guard

2026-05-16 07:19:52 +02:00

gr_tempdir.py

gradio temp files guard

2026-05-16 07:19:52 +02:00

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

Revert "much stricter ruff linting"

2026-05-11 08:13:57 +02:00

img2img.py

minor fixes from audit

2026-07-01 11:08:04 +02:00

infotext_utils.py

ruff lint

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

infotext.py

fix infotext

2026-07-13 20:58:33 +02:00

ipadapter.py

refactor detailer

2026-07-04 11:17:56 +02:00

json_helpers.py

model metadata handle invalid keys

2026-06-29 11:23:29 +02:00

lama.py

unified logger

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

loader.py

pin correct tokenizers

2026-07-06 08:12:09 +02:00

localization.py

cleanup logger

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

logger.py

fixes

2026-06-26 21:30:09 +02:00

masking.py

fix(mask): guard zero-area divide in auto-mask Edge mode

2026-06-22 12:41:14 -04:00

memmon.py

update installer usage

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

memstats.py

fix model/vae: wrong quant_config var, getattr guards, remote-vae latent_copy shadowing + response handling

2026-06-12 13:00:39 -04:00

migrate.py

unified logger

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

mit_nunchaku.py

refactor uv support

2026-05-28 11:54:08 +02:00

model_probe.py

feat(model): detect header metadata and nvfp4 in the model probe

2026-07-12 03:44:54 +01:00

model_quant.py

debounce width/height updates

2026-06-23 13:55:47 +02:00

model_te.py

fix model/vae: wrong quant_config var, getattr guards, remote-vae latent_copy shadowing + response handling

2026-06-12 13:00:39 -04:00

model_tools.py

cleanup logger

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

modeldata.py

add boogu

2026-07-04 15:26:36 +02:00

modelloader.py

fix(modelloader): convert ModelCardData to dict before saving model_info.json

2026-05-21 03:11:05 +01:00

models_hf.py

add boogu

2026-07-04 15:26:36 +02:00

modelstats.py

fix non-english git and add faster stat

2026-07-08 11:14:40 +02:00

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

fix(api): set compatibility options without crashing

2026-06-25 02:25:33 +01:00

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

add wildcards to image metadata and note separate template from prompt field

2026-05-19 09:45:20 +02:00

paths_internal.py

ruff lint

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

paths.py

chore: rename probe cache files to signatures.json and civitai.json

2026-07-12 03:44:19 +01:00

platform_linux.py

optimize sdnq quant-on-load and add platform stats

2026-06-07 11:43:46 +02:00

platform.py

optimize sdnq quant-on-load and add platform stats

2026-06-07 11:43:46 +02:00

postprocessing.py

feat(api): add detailer postprocess script and /sdapi/v1/detail endpoint

2026-06-01 00:25:59 +01:00

processing_args.py

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

processing_callbacks.py

schedulers fix zero-sigma final-step

2026-07-06 13:21:19 +02:00

processing_class.py

fix: dead hasattr-on-dict path, double video-vae normalization, undefined self.device, hyimage if/elif, attention-mask attr typo, wrong face logged

2026-06-12 13:00:57 -04:00

processing_correction.py

add hidream-o1

2026-05-10 21:45:58 +02:00

processing_diffusers.py

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

processing_grading.py

fix lut

2026-05-07 07:20:20 +02:00

processing_helpers.py

feat(samplers): group sampler dropdown into labeled sections

2026-06-14 01:41:05 +01:00

processing_info.py

fix batch list padding in create_infotext corrupting infotext indices

2026-06-11 01:42:42 -04:00

processing_prompt.py

fix processing: init_images hasattr typo, empty-list guards, dead timer profile branch

2026-06-12 13:00:31 -04:00

processing_vae.py

schedulers fix zero-sigma final-step

2026-07-06 13:21:19 +02:00

processing_video.py

feat(video): video_interpolate as execution-time stage

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

processing.py

refactor detailer

2026-07-04 11:17:56 +02:00

progress.py

fix preview mapping

2026-06-18 11:45:34 +02:00

prompt_parser_diffusers.py

fix(lora): apply te networks before encode and honor lora_apply_te

2026-07-08 03:06:04 +01:00

prompt_parser_xhinker.py

fix(prompt): restore textual inversion on clip-skip>=2

2026-06-25 02:25:33 +01:00

prompt_parser.py

fix processing: init_images hasattr typo, empty-list guards, dead timer profile branch

2026-06-12 13:00:31 -04:00

rocm_triton_windows.py

refactor imports

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

rocm.py

rocm: detect hipBLASLt lazy library in per-arch subfolder and zlib form

2026-07-07 23:12:04 +03:00

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 logging

2026-06-02 08:03:27 +02:00

scripts_auto_postprocessing.py

modernize typing

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

scripts_manager.py

Fix per-script timing always recording zero

2026-06-12 02:41:32 -04:00

scripts_postprocessing.py

fix processing: init_images hasattr typo, empty-list guards, dead timer profile branch

2026-06-12 13:00:31 -04:00

scripts.py

strict ruff without exclude

2026-05-11 08:36:49 +02:00

sd_checkpoint.py

model metadata handle invalid keys

2026-06-29 11:23:29 +02:00

sd_detect.py

add boogu

2026-07-04 15:26:36 +02:00

sd_hijack_accelerate.py

fix hijack accelerate

2026-06-29 15:26:25 +02:00

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

update hf hijack, simplify anima loader, add few more models

2026-07-01 22:47:07 +02:00

sd_hijack_hypertile.py

fix(hypertile): correct width/height mapping in hires set_resolution

2026-06-15 15:20:07 -04:00

sd_hijack_safetensors.py

unified logger

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

sd_hijack_schedulers.py

add ideogram prequant and set default schedule

2026-06-08 17:20:12 +02:00

sd_hijack_te.py

add boogu

2026-07-04 15:26:36 +02:00

sd_hijack_transformers.py

complete refactor javascript to typescript and reorg frontend files and folders

2026-05-20 18:08:10 +02:00

sd_hijack_utils.py

modernize typing

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

sd_hijack_vae.py

add boogu

2026-07-04 15:26:36 +02:00

sd_hijack.py

initial pyright lint

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

sd_models_compile.py

add experimental pruna

2026-07-02 11:25:33 +02:00

sd_models_utils.py

video model loader

2026-07-13 11:26:33 +02:00

sd_models.py

add joy-image-edit-plus

2026-07-13 11:26:33 +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

SDNQ skip quant if numel is less than 16384 and add nn.Embedding to no spilt modules on offload

2026-07-08 21:38:28 +03:00

sd_samplers_common.py

feat(krea2): add Krea 2 (K2) image model support

2026-06-23 04:41:54 +01:00

sd_samplers_diffusers.py

feat(samplers): add DPM++ 3M SDE preset

2026-06-14 01:42:26 +01:00

sd_samplers.py

feat(samplers): group sampler dropdown into labeled sections

2026-06-14 01:41:05 +01:00

sd_te_remote.py

RUF013 updates and typing update

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

sd_unet.py

feat(model): secondary unet override slot and ideogram4 native loading

2026-07-11 06:40:07 +01:00

sd_vae.py

vae_scale_factor override

2026-06-20 10:49:43 +02:00

server.py

lint fix

2026-05-27 16:31:59 +02:00

shared_defaults.py

Add SDNQ attention

2026-06-23 08:10:02 +03:00

shared_helpers.py

unified logger

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

shared_items.py

refactor(ui): drop quicksettings companion machinery for secondary unet

2026-07-12 03:44:20 +01:00

shared_legacy.py

- all guidance values set to -1 to enable using model defaults

2026-05-16 11:06:23 +02:00

shared_state.py

add wildcards to image metadata and note separate template from prompt field

2026-05-19 09:45:20 +02:00

shared.py

refactor detailer

2026-07-04 11:17:56 +02:00

styles.py

add ideogram4

2026-06-05 20:00:49 +02:00

sub_quadratic_attention.py

modernize typing

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

textual_inversion.py

fix(embeddings): restore multi-vector textual inversion expansion

2026-06-25 02:25:33 +01:00

theme.py

add legacy notice

2026-06-20 21:18:35 +02:00

timer.py

cleanup performance tags

2026-07-02 19:14:04 +02:00

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

- all guidance values set to -1 to enable using model defaults

2026-05-16 11:06:23 +02:00

ui_caption.py

css updates

2026-07-13 15:52:55 +02:00

ui_common.py

fix gallery delete and save

2026-07-13 19:08:59 +02:00

ui_components.py

full codespell coverage

2026-06-04 12:36:10 +02:00

ui_control_elements.py

fix(control): remove inert DWPose (Legacy) pose-model selector

2026-06-22 10:28:59 -04:00

ui_control_helpers.py

update masking

2026-05-19 11:56:20 +02:00

ui_control.py

refactor detailer

2026-07-03 21:03:28 +02:00

ui_definitions.py

refactor(ui): drop quicksettings companion machinery for secondary unet

2026-07-12 03:44:20 +01:00

ui_docs.py

pylint

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

ui_extensions.py

handle invalid extension

2026-07-01 18:59:20 +02:00

ui_extra_networks_checkpoints.py

fix(networks): keep reference mtime a datetime for date sort

2026-07-03 21:14:50 +01:00

ui_extra_networks_history.py

pylint

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

ui_extra_networks_lora.py

feat(krea2): add Krea 2 (K2) image model support

2026-06-23 04:41:54 +01:00

ui_extra_networks_styles.py

fix ui/misc: None desc crash, ratio/tile/lora split guards, parse_metadtaa typo, moondream type guard

2026-06-12 13:00:50 -04:00

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

fix non-english git and add faster stat

2026-07-08 11:14:40 +02:00

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

feat(ui): load unet into secondary slot from networks panel

2026-07-12 03:50:48 +01:00

ui_gallery.py

ui fixes

2026-05-21 09:23:10 +02:00

ui_guidance.py

- all guidance values set to -1 to enable using model defaults

2026-05-16 11:06:23 +02:00

ui_history.py

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

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

ui_img2img.py

refactor detailer

2026-07-03 21:03:28 +02:00

ui_javascript.py

additional exports

2026-05-23 08:32:33 +02:00

ui_loadsave.py

refactor imports

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

ui_models_load.py

cleanup

2026-06-01 11:54:26 +02:00

ui_models.py

improve ui models

2026-07-08 14:50:29 +02:00

ui_postprocessing.py

cleanup logger

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

ui_prompt_styles.py

fix save style without name

2024-06-17 11:03:24 -04:00

ui_sections.py

Merge pull request #4971 from vladmandic/fix/resolution-ar-controls

2026-07-01 11:07:57 +02:00

ui_settings.py

feat(ui): load unet into secondary slot from networks panel

2026-07-12 03:50:48 +01:00

ui_symbols.py

gallery add thumbnail size slider

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

ui_txt2img.py

refactor detailer

2026-07-03 21:03:28 +02:00

ui_video_vlm.py

RUF013 updates and formatting

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

ui_video.py

feat(video): add thumbnail save toggle

2026-06-02 23:43:58 -04:00

ui.py

networks load/download model track progress

2026-05-08 14:43:39 +02:00

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

ty lint

2026-05-11 09:34:17 +02:00

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

fix ui/misc: None desc crash, ratio/tile/lora split guards, parse_metadtaa typo, moondream type guard

2026-06-12 13:00:50 -04:00

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