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264 Commits (f5c037a7350a8a778e412ced3e53fec8dccb60ce)

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 ff247d8fd2
Merge branch 'dev' into RUF013 2026-03-24 07:12:51 -07:00
awsr 92960de8d6
RUF013 updates 2026-03-24 04:27:30 -07:00
vladmandic 57990fd8c0 add FireRed-Image-Edit-1.1 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-03-23 06:41:46 +01:00
CalamitousFelicitousness 091f31d4bf add Flux2/Klein LoRA support 
- detect f2 model type for LoRAs via metadata, architecture, and filename/folder
- preprocess bare BFL-format keys with diffusion_model prefix for Flux2LoraLoaderMixin
- handle LoKR format via native NetworkModuleLokr with on-the-fly kron(w1, w2)
- add NetworkModuleLokrChunk for fused QKV split into separate Q/K/V modules
- activate native modules loaded via diffusers path
- improve error message for Flux1/Flux2 architecture mismatch
 2026-03-23 02:14:07 +00:00
vladmandic afe3786f5f add unet/dir to networks 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-03-22 11:09:45 +01:00
Vladimir Mandic f86b0e69ef
Merge pull request #4691 from awsr/errorlimiter-update 
Update Errorlimiter to be thread-safe
 2026-03-20 10:02:28 +01:00
vladmandic f83e9e7943 deregister rembg submodule 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-03-20 08:14:01 +01:00
awsr d34896028d
Make `elimit` kwarg optional 2026-03-19 04:41:37 -07:00
awsr 6e3c187b3f
Rework to only use contextmanager system 2026-03-19 04:28:11 -07:00
vladmandic 121c51289b patch lora 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-03-13 12:02:27 +01:00
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 f78f0eb4a5 refactor imports 2026-02-19 15:28:24 +01:00
Vladimir Mandic 216558185b update installer usage 2026-02-19 12:21:46 +01:00
Vladimir Mandic d65a2d1ebc ruff lint 2026-02-19 11:13:44 +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 947dd7b2b3 support lora inside prompt selector 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-01-25 09:49:36 +01:00
awsr 09fdda05a4
Move to `modules` 2026-01-24 02:16:05 -08:00
awsr 82361e6633
Adjust names 2026-01-23 22:29:00 -08:00
awsr 58c3aecc00
Allow multiple identifiers for ErrorLimiter.notify 
- Update identifiers.
- Also minor message formatting update.
 2026-01-23 16:50:52 -08:00
awsr 3343d2e05f
Update and rewrite to use contextlib 2026-01-23 04:56:27 -08:00
awsr 65d8c9e7f2
Implement limiting system for excessive errors 2026-01-22 03:37:52 -08:00
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
Disty0 034b0844fe register sdnq classes 2026-01-14 16:25:56 +03:00
vladmandic 4dbdee10e3 switch lora logic and improve ui networks filter 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-01-14 10:31:21 +01:00
Vladimir Mandic e7809b11cd reapply offload hooks on diffusers lora load 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2026-01-13 10:07:30 +00:00
Disty0 259a38a2ed fix sdnq lora 2025-12-27 23:07:53 +03:00
vladmandic dde91321b9 genai exception handling and lint all 
Signed-off-by: vladmandic <mandic00@live.com>
 2025-12-22 20:29:50 +01:00
awsr dcb7164d30
Update `readfile` type safety 2025-12-17 16:43:54 -08:00
awsr 4816455a99
Don't try to read txt file as json 2025-12-17 13:18:48 -08:00
awsr c22ca8d76e
Create and opt in to dict type safety from JSON 
Opt in via the keyword-only argument `dict_only`
 2025-12-17 13:18:13 -08:00
vladmandic 409ad8d2bd add longcat image and image-edit 
Signed-off-by: vladmandic <mandic00@live.com>
 2025-12-16 08:58:22 +01:00
vladmandic acca58f50c add kandinsky5 
Signed-off-by: vladmandic <mandic00@live.com>
 2025-12-09 09:47:22 +01:00
vladmandic 903d47f9e6 add zimage and f2 to lora overrides 
Signed-off-by: vladmandic <mandic00@live.com>
 2025-12-02 10:40:27 +01:00
Disty0 b6e9332cfe SDNQ de-couple matmul dtype and add fp16 matmul 2025-11-22 02:16:20 +03:00
Disty0 3fbfae5963 cleanup 2025-11-18 02:37:10 +03:00
Disty0 524e92eee2 SDNQ fix Loras 2025-11-18 01:47:35 +03:00
Vladimir Mandic ff772003e3 lora: restore pipeline type if reload/recompile needed 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-11-13 09:56:36 -05:00
Disty0 6f33ec3357 SDNQ use the model quant params instead of user settings on Lora 2025-11-10 00:12:38 +03:00
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 526472a921 add chronoedit prequants and lora loading 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-10-31 11:08:27 -04:00
Vladimir Mandic 2a348908f2 lora disable fuse on partially applied network 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-10-24 11:21:24 -04:00
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 e4711bcb6c add hunyuanimage-2.1 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-10-24 10:29:58 -04:00