Commit Graph

43 Commits (18568db41c6c4e1bd85df2b493589561f9e9a1dc)

Author SHA1 Message Date
CalamitousFelicitousness 18568db41c Add native LoRA loading for Flux2/Klein models
Load Flux2/Klein LoRAs as native NetworkModuleLora objects, bypassing
diffusers PEFT. Handles kohya (lora_unet_), AI toolkit (diffusion_model.),
diffusers PEFT (transformer.), and bare BFL key formats with automatic
QKV splitting for double block fused attention weights.

Includes shape validation to reject architecture-mismatched LoRAs early.
Respects lora_force_diffusers setting to fall back to PEFT when needed.
2026-03-25 04:24:49 +00:00
awsr 92960de8d6
RUF013 updates 2026-03-24 04:27:30 -07:00
Vladimir Mandic 47543663f9 cleanup references to p.sd_model
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2026-02-19 20:48:42 +01:00
Vladimir Mandic e5c494f999 cleanup logger 2026-02-19 11:09:13 +01:00
Vladimir Mandic a3074baf8b unified logger 2026-02-19 09:46:42 +01:00
Vladimir Mandic bfe014f5da modernize typing 2026-02-19 09:15:37 +01:00
Vladimir Mandic a0f9447d04 add --remote cmd opt
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2026-02-07 10:17:32 +00:00
Vladimir Mandic e8ff09a2d2 fix lora unload and improve preview error handler
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2026-02-07 09:07:34 +00:00
vladmandic bfbe4af598 fix lora load
Signed-off-by: vladmandic <mandic00@live.com>
2026-01-21 08:45:45 +01:00
vladmandic 16293375dc lora native stack improvements
Signed-off-by: vladmandic <mandic00@live.com>
2026-01-18 10:06:03 +01:00
Vladimir Mandic c6593ac180 fix detailer with lora
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-11-09 09:14:26 -05:00
Vladimir Mandic ba270db6ad separate settings for lora fuse
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-11-08 11:08:06 -05:00
Vladimir Mandic ef2c42602c lora auto-detect low/high stage if not specified
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-10-24 11:11:12 -04:00
Vladimir Mandic c254835351 fix lora strength
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-09-26 10:14:02 -04:00
Vladimir Mandic d71d540a62 allow lora specifier to select model component. see changelog/wiki for docs on how to.
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-09-23 15:25:13 -04:00
Vladimir Mandic 175e9cbe29 cleanup/refactor state history
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-09-12 16:12:45 -04:00
Vladimir Mandic e8b5ea3847 major refactor: remove backend original
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-07-05 13:16:46 -04:00
Vladimir Mandic ff103bc849 fix LoRA change detection on pipeline type change
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-06-29 12:52:37 -04:00
Vladimir Mandic 8d6c7510c2 fix lora
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-18 07:34:12 -04:00
Vladimir Mandic eaf37055ba nunchaku lora support
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-17 11:45:37 -04:00
Vladimir Mandic 97df5869a4 update requirements
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-07 09:30:03 -04:00
Vladimir Mandic 8f95477ad2 add teacache for flux
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-05 12:58:00 -04:00
Vladimir Mandic 538b81021c add generate context menu get server status
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-05 12:58:00 -04:00
Vladimir Mandic 5c6c1465f4 fix style apply params
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-03 10:03:48 -04:00
Vladimir Mandic 6430f7006f add monitor cli option and finish lora refactor
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-01 13:39:47 -04:00
Vladimir Mandic b5031a5eba lora modularize code
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-04-01 13:39:47 -04:00
Vladimir Mandic 02f480bf32 add prompt enhance wiki
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-03-29 09:55:56 -04:00
Vladimir Mandic cd71fe51ff fix lora change with balanced offload
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-03-25 14:56:53 -04:00
Vladimir Mandic aa15ed1fa7 reapply offload after applying lora
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-03-25 14:09:34 -04:00
Vladimir Mandic d4a67dd946 lora logging
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-03-15 19:04:03 -04:00
Vladimir Mandic da6a1979ff cleanup lora overrides
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-01-28 18:47:48 -05:00
Vladimir Mandic 2090a334b0 hunyuanvideo lora support
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2025-01-07 12:49:09 -05:00
Vladimir Mandic 699ed3a444 update lora changed
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-31 15:52:00 -05:00
Vladimir Mandic 25e5411a0e again
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-29 15:42:29 -05:00
Vladimir Mandic 40472eefe5 typo
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-29 15:41:34 -05:00
Vladimir Mandic 910f5d0a73 lora direct on-demand apply/unapply
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-29 12:38:19 -05:00
Vladimir Mandic beea969fd3 update lora
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-10 12:34:27 -05:00
Vladimir Mandic 383d7052ac lora split te apply
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-09 15:23:22 -05:00
Vladimir Mandic 1185950c4a yet another lora refactor
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-09 13:40:19 -05:00
Vladimir Mandic 7e2034c4ff lora add fuse
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-02 10:51:41 -05:00
Vladimir Mandic 507636d0a1 lora-refactor
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-12-01 10:54:51 -05:00
Vladimir Mandic eee85e5a4e lora refactor in progress
Signed-off-by: Vladimir Mandic <mandic00@live.com>
2024-11-30 12:29:58 -05:00
AI-Casanova cb561fa486
Major lora refactor: works on my machine edition 2024-11-23 21:57:03 -06:00