870cca30fa
schedulers fix zero-sigma final-step
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-07-06 13:21:19 +02:00
fc2231b6cf
fix wan vae postprocessing step
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-07-06 10:30:33 +02:00
48fad8524e
feat(krea2): add Krea 2 (K2) image model support
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Krea 2 is a 12.9B single-stream flow-matching DiT trained from scratch, using a Qwen3-VL-4B text encoder and the Qwen-Image VAE. The transformer is vendored as a diffusers ModelMixin whose module tree mirrors the checkpoint, so weights load with no key conversion; the pipeline ports the reference encode, flow-matching denoise, and VAE decode. The text encoder is shared at runtime via the existing dedup registry, so Base and Turbo reuse one Qwen3-VL-4B copy.
Covers text-to-image, image-to-image, native LoRA, and the single-file UNET override. Also completes SD.Next's partial Qwen-Image VAE support (5D decode input and TAESD preview mapping) that K2 shares.
2026-06-23 04:41:54 +01:00
b0dd94ab8a
fix tinyvae with anima
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-06-16 11:58:36 +02:00
02a403eba9
fix torch.compile
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Co-authored-by: Copilot <copilot@github.com >
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-05-10 08:55:44 +02:00
13e21b4c04
lint
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-05-08 14:50:05 +02:00
a5bf29edbe
feat(anima): add image-to-image and inpainting support
2026-04-30 03:50:02 +01:00
8070e51777
openvino backend
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Signed-off-by: vladmandic <mandic00@live.com >
2026-04-12 19:07:20 +02:00
216558185b
update installer usage
2026-02-19 12:21:46 +01:00
e5c494f999
cleanup logger
2026-02-19 11:09:13 +01:00
a3074baf8b
unified logger
2026-02-19 09:46:42 +01:00
bfe014f5da
modernize typing
2026-02-19 09:15:37 +01:00
da1cf2f996
refactor image methods
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Signed-off-by: vladmandic <mandic00@live.com >
2026-02-11 12:29:00 +01:00
76aa949a26
refactor: integrate sharpfin for high-quality image resize
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Vendor sharpfin library (Apache 2.0) and add centralized wrapper
module (images_sharpfin.py) replacing torchvision tensor/PIL
conversion and resize operations throughout the codebase.
- Add modules/sharpfin/ vendored library with MKS2021, Lanczos3,
Mitchell, Catmull-Rom kernels and optional Triton sparse acceleration
- Add modules/images_sharpfin.py wrapper with to_tensor(), to_pil(),
pil_to_tensor(), normalize(), resize(), resize_tensor()
- Add resize_quality and resize_linearize_srgb settings
- Add MKS2021 and Lanczos3 upscaler entries
- Replace torchvision.transforms.functional imports across 18 files
- to_pil() auto-detects HWC/BHWC layout, adds .round() before uint8
- Sparse Triton path falls back to dense GPU on compilation failure
- Mixed-axis resize splits into two single-axis scale() calls
- Masks and non-sRGB data always use linearize=False
2026-02-11 09:57:37 +01:00
cc03ebc584
move vae to subfolder
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Signed-off-by: vladmandic <mandic00@live.com >
2026-01-30 11:34:25 +01:00
fbd24c290a
experiments with repa-e
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-10-27 15:28:20 -04:00
95f8fd2213
fix tiny vae with batched results
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-10-18 10:44:16 -04:00
1d2775103f
Fix Qwen VAE
2025-10-11 00:55:22 +03:00
9e6fdaa5cc
vae slicing and tiling enabled on low and med vram, off otherwise
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-09-28 09:24:07 -04:00
d351fdb98f
add more job state updates and update history tab
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-09-13 10:54:04 -04:00
8cd5fbc926
lint
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-09-12 16:28:53 -04:00
175e9cbe29
cleanup/refactor state history
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-09-12 16:12:45 -04:00
7940217764
add models_not_to_quant option
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-09-11 12:31:07 -04:00
338129b7c1
calculate vae-scale-factor and use everywhere
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-08-09 11:31:13 -04:00
935a4a0aa3
add wan 2.1 text-to-image
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-14 13:47:14 -04:00
e8b5ea3847
major refactor: remove backend original
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-05 13:16:46 -04:00
0e4d712f27
Chroma fixes
2025-06-26 21:25:50 +03:00
ada38d57b4
add nvidia-cosmos-predict-2
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-06-26 12:21:43 -04:00
24194201cf
Fix OmniGen
2025-06-14 19:55:43 +03:00
c81b712ddb
Make VAE options not require model reload
2025-06-10 15:56:19 +03:00
413cf54cb6
Update changelog
2025-06-05 18:11:36 +03:00
8c03f78197
Fix bias is None
2025-06-05 14:37:00 +03:00
9b55ffe449
SDNQ fix VAE x2
2025-06-05 14:17:59 +03:00
c7fb5b1690
SDNQ fix VAE quant
2025-06-05 13:24:02 +03:00
0fe0707cdd
add lodestone-chroma
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-21 19:29:09 -04:00
cbef571f90
svdquant and others stuff
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-17 22:14:11 -04:00
5c46904fd8
video tab alpha releasee
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-20 14:39:38 -04:00
d5cfd61e50
fix sd35 with batch
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-19 10:49:45 -04:00
dbfd59434f
add gemma3
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-15 15:30:57 -04:00
c11952ad5b
update logs styles infotext
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-24 08:24:14 -05:00
f39ae70eed
remote vae support raw/png/jpg
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-23 15:01:43 -05:00
1b2d4286b5
add remote vae
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-22 14:25:58 -05:00
d73a18543c
interposer prototype
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-13 17:45:53 -05:00
ae9b40c688
refactor to unify latent, resize and model based upscalers
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-01-18 14:29:40 -05:00
bfe8ece749
unique font family registration
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-01-17 16:20:46 -05:00
f07aca667e
cleanup vae decode
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-01-16 09:18:42 -05:00
49f5c8ab12
refactor taesd and add multiple variants in settings
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-01-12 14:09:55 -05:00
bb97e695da
log cleanup
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-31 09:15:36 -05:00
910f5d0a73
lora direct on-demand apply/unapply
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-29 12:38:19 -05:00
a71bae4f42
update requirements and changelog
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-24 08:40:46 -05:00
Vladimir Mandic
CalamitousFelicitousness
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