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

..

__init__.py

linting

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

extra_networks_lora.py

fix(lora): disable diffusers-method loras on removal

2026-07-08 03:06:47 +01:00

lora_apply.py

lora guard against param change on-the-fly

2026-07-01 15:53:38 +02:00

lora_common.py

modernize typing

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

lora_convert.py

fix(lora): handle flattened clip text model in kohya te keys

2026-07-08 03:05:30 +01:00

lora_diffusers.py

feat(lora): surface method-selection reason in load logs

2026-05-10 00:05:37 +01:00

lora_extract.py

fix(lora): handle flattened clip text model in kohya te keys

2026-07-08 03:05:30 +01:00

lora_load.py

fix(lora): disable diffusers-method loras on removal

2026-07-08 03:06:47 +01:00

lora_nunchaku.py

cleanup logger

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

lora_overrides.py

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

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

lora_timers.py

modernize typing

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

lyco_helpers.py

full codespell coverage

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

native_adapter.py

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

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

network_boft.py

feat(flux2): native BOFT (butterfly-OFT) support

2026-05-10 00:05:37 +01:00

network_full.py

Major lora refactor: works on my machine edition

2024-11-23 21:57:03 -06:00

network_glora.py

fix(lora): set GLora dim so alpha scaling is applied

2026-05-09 22:04:42 +01:00

network_hada.py

feat(lora): add NetworkModuleHadaChunk for fused-weight LoHA targets

2026-05-09 23:16:09 +01:00

network_ia3.py

Major lora refactor: works on my machine edition

2024-11-23 21:57:03 -06:00

network_lokr.py

refactor(lora): move NetworkModuleLokrSliceChunk to network_lokr

2026-05-18 23:18:31 +01:00

network_lora.py

fix(lora): support embedding-target LoRA and companion bias deltas

2026-06-23 20:40:42 +01:00

network_norm.py

lint fixes

2024-11-29 08:01:26 -05:00

network_oft.py

fix(lora): guard OFT constraint for LyCORIS oft_diag files

2026-05-09 22:04:17 +01:00

network.py

fix(lora): scale the dora diff before the decompose norm

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

networks.py

fix lint

2026-07-08 09:50:26 +02:00