63a5722429
prepare queue mgmt
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-08-22 11:24:41 +02:00
48cf0166f3
separate progress monitoring from live preview, live preview improvements, progress details
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-08-07 11:41:40 +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
2f3d0e719d
feat(ideogram4): add Ideogram 4 model support
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Diffusers-native port of the 9.3B flow-matching DiT: dual-transformer asymmetric CFG, a 13-layer Qwen3-VL tap encoder deduped with VQA and prompt-enhance, the Flux.2 VAE, and a logit-normal schedule. Loads a published bf16 repo with SDNQ at load.
2026-06-05 01:54:18 +01:00
4af3a57741
feat(anima): native lora across transformer, llm_adapter, text encoder
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Dispatch anima loras through a dedicated native loader covering kohya,
bfl/ai-toolkit, and hybrid (bfl with alpha plus qwen3 text encoder)
formats. Cosmos 2.0 path rename is mirrored from diffusers in flat
(underscore) form so rewritten paths match network_layer_mapping keys
without further conversion.
Split model_type from cosmos to anima so a future base-cosmos2 lora
path stays separable. Update flow_models, taesd supported list, and the
taesd wanvideo bucket so samplers and preview decoding keep working
after the split.
Extend assign_network_names_to_compvis_modules to walk pipe.llm_adapter
under the lora_llm_adapter_ prefix, and add llm_adapter to
default_components so activate and deactivate include it for anima
models while staying inert elsewhere via the existing getattr guards.
2026-04-25 03:16:03 +01:00
f033eaf58a
add explicit vae method=none and allow images in history
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Signed-off-by: vladmandic <mandic00@live.com >
2026-04-14 11:51:27 +02:00
e5c494f999
cleanup logger
2026-02-19 11:09:13 +01:00
a3074baf8b
unified logger
2026-02-19 09:46:42 +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
e8ff09a2d2
fix lora unload and improve preview error handler
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-02-07 09:07:34 +00:00
cc03ebc584
move vae to subfolder
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Signed-off-by: vladmandic <mandic00@live.com >
2026-01-30 11:34:25 +01:00
71d3482168
cleanup model types
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Signed-off-by: vladmandic <mandic00@live.com >
2026-01-15 08:30:48 +01:00
409ad8d2bd
add longcat image and image-edit
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Signed-off-by: vladmandic <mandic00@live.com >
2025-12-16 08:58:22 +01:00
f7b0bbb6e1
Complete Z-Image support
2025-11-27 17:25:36 +03:00
ad6458aa7b
add flux2
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Signed-off-by: vladmandic <mandic00@live.com >
2025-11-26 15:47:17 +00:00
f69b4c5589
disabling live preview should not disable progress updates
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-10-21 11:07:47 -04:00
ab8b9b0eab
Cleanup Omnigen 2
2025-06-28 13:53:37 +03:00
bff75f0db3
add omnigen2
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-06-27 20:20:43 -04:00
533aa04bbd
improve taesd live preview downscaling
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-06-27 18:16:32 -04:00
d5a74d4a4a
Merge branch 'dev' into feature/chroma-support
2025-06-26 13:06:31 -04:00
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
4b3ce06916
Initial support for Chroma
2025-06-18 00:38:17 +00:00
046840c8be
Fix HiDream sampling
2025-05-31 00:52:56 +03:00
a5d3a68107
add cogview4
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-15 13:20:17 -04:00
a7ccea60ff
add lumina2
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-12 08:54:00 -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
1f0ad43c50
teacache for ltxvideo
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-30 14:08:14 -05:00
e010c57749
live preview error handling
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-29 13:54:14 -05:00
ea6d3107ab
update all todo statements
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-22 08:39:31 -05:00
0803946c08
update changelog and cleanup
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-19 11:34:19 -05:00
ab07788ab5
add sana
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-16 11:30:15 -05:00
3e8dec9297
add freescale
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-15 12:40:54 -05:00
8f21e96f73
update bnb and increase ui timeouts
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-11 15:22:51 -05:00
7c88bfb60a
fix preview choice
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-09 14:16:26 -05:00
58146c0fc7
correct preview stats
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-11-25 14:42:46 -05:00
b569d68b4f
add ostris: experimental
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-10-26 21:51:36 -04:00
8457d45e26
fix alphavllm-lumina
2024-09-21 11:56:11 -04:00
f2c5cbbb36
lint updates and diffusers installer
2024-09-06 14:10:53 -04:00
fa1e77cc6d
Fix Full VAE previews
2024-07-28 02:03:53 +03:00
ea61900a4c
fix bfloat and pag
2024-06-20 18:03:15 -04:00
1a6d313340
cleanup
2024-06-20 13:46:31 -04:00
ad8419945a
sd3 add taesd preview
2024-06-15 10:20:59 -04:00
5574833f0d
refactor backend detection
2024-06-06 20:41:10 -04:00
cf7118be4d
refactor stable-cascade, fix taesd bf16, add skip-env cmd flag
2024-02-21 17:13:53 -05:00
e631fd85e2
Stable Cascade previewer and fixes
2024-02-15 18:50:54 +03:00
a22765274b
major refactor: processing, taesd, scripts
2024-02-01 14:00:50 -05:00
325b9eb652
add live preview thread lock
2024-01-29 13:02:56 -05:00
b13d40d52c
Diffusers lock preview latent range
2024-01-29 20:26:55 +03:00
682da607a9
improve live preview
2024-01-29 08:53:48 -05:00
Vladimir Mandic
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