DarthAffe/stable-diffusion.cpp
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Author SHA1 Message Date
stduhpf caa111adf3 feat: optimize cfg special cases with guidance schdeule (#2033) 2026-09-25 01:10:22 +08:00
stduhpf 241518b35d feat: add latent2rgba preview for Qwen-Image 2.1 (#2032) 2026-09-23 22:16:55 +08:00
stduhpf 469fc49bb7 docs: reflect GGML_MAX_NAME value change in rpc docs (and in ggml_extend assert) (#1950) 2026-09-10 23:55:02 +08:00
stduhpf 6100d8339b feat: add taeh3 support (#1874) 2026-08-19 22:18:19 +08:00
stduhpf b4f1fd6d7f fix: preserve "token_refiner" token for MiniMax H3 LoRAs (#1864) 2026-08-11 22:57:05 +08:00
stduhpf bfbef5b7e6 feat: trained Minimax VAE Latent2rgb proj (#1856) 2026-08-06 01:39:10 +08:00
stduhpf 8457624101 feat: support more LoRA models (Kroma-v0.1 support) (#1842) 2026-08-02 16:08:47 +08:00
stduhpfandleejet 10378f42db fix: lora with split qkv compatibility check at runtime (#1836) 
Co-authored-by: leejet <leejet714@gmail.com>
 2026-08-02 16:08:08 +08:00
stduhpf 833369da84 fix: protect cross_attn and output_proj tokens for Anima LoRAs (#1786) 2026-07-14 22:59:07 +08:00
stduhpf 74bce049d0 feat: add configurable reference image processing for edit models (#1780) 2026-07-14 22:58:22 +08:00
stduhpf c79d24bdbd feat: add Krea2OstrisEdit support (#1775) 2026-07-11 17:37:01 +08:00
stduhpf c60b36af0f feat: denoise strength as starting noise level (#1738) 2026-07-05 16:24:46 +08:00
stduhpf 1a13107bac feat: add imatrix support (#633) 2026-07-01 23:26:37 +08:00
stduhpf 3ec374aecc fix: avoid crash and warn when using Qwen 2D VAE for Wan video (#1721) 2026-06-29 21:44:05 +08:00
stduhpf 0484600284 fix: add zip library back to cli target link libraries (#1719) 2026-06-29 21:42:02 +08:00
stduhpf 7b5f34d93e feat: support Qwen2D VAE (#1714) 2026-06-28 22:50:57 +08:00
stduhpf d77b8f5ee8 feat: support Qwen-Image/Wan VAE with diffusers naming (#1713) 2026-06-28 22:50:12 +08:00
stduhpf 2938272d82 feat: add logit-normal scheduler (#1669) 2026-06-25 00:06:11 +08:00
stduhpf 41f7acbfb0 feat: support guidance_schedule (#1684) 2026-06-23 00:05:55 +08:00
stduhpf 2bd249c971 feat: concatenate repeated cli arg strings (#1686) 2026-06-22 00:24:13 +08:00
stduhpf c2df4e1228 feat: add RPC support (#1629) 2026-06-14 17:30:23 +08:00
stduhpf c20769b2c8 feat: add circular RoPE support for ideogram4 (#1627) 2026-06-13 13:06:34 +08:00
stduhpf 138da14cc3 apg: normalize diff_norm calculation by tensor size (#1620) 2026-06-08 21:56:15 +08:00
stduhpfandleejet 4513e3fda9 refactor: img-cond->img_uncond (#1594) 
* refactor: img-cond->img_uncond

* align APG and CFG++ with img-uncond CFG

* set default img_cfg to 1.f

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2026-06-03 22:57:42 +08:00
stduhpfandleejet f8935d6f25 feat: support img-cfg for edit models (#929) 
Co-authored-by: leejet <leejet714@gmail.com>
 2026-06-01 22:54:25 +08:00
stduhpf be65ac7511 feat: add support for APG (adaptive projected guidance) + unconditionnal SLG (#593) 2026-06-01 00:55:49 +08:00
stduhpfandleejet a397e03488 feat: add Longcat-Image / Longcat-Image-Edit support (#1053) 
Co-authored-by: leejet <leejet714@gmail.com>
 2026-05-24 02:02:02 +08:00
stduhpf cbf92191c3 fix: strip trailing latent channels for preview decode (#1548) 2026-05-23 00:26:40 +08:00
stduhpf 8cf55a3b3b fix: load TAESD preview-only model correctly (#1547) 2026-05-23 00:22:35 +08:00
stduhpfandleejet adaa599a3b Feat: Temporal tile custom size with overlap (#1510) 
* Temporal tile size + overlap

* add --extra-tiling-args support

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2026-05-21 23:44:12 +08:00
stduhpf 47d8198b69 feat: add taeltx2_3_wide support (#1535) 2026-05-21 22:34:12 +08:00
stduhpf bdd937f29a feat: add taeltx2/taeltx2.3 support (#1531) 2026-05-20 22:14:05 +08:00
stduhpf c51ec7cad9 fix: always load runtimle lora params on runtime backend (#1532) 2026-05-20 22:13:15 +08:00
stduhpf 06accf2b39 feat: add ltxav latent2rgb projection matrix (#1502) 2026-05-17 17:52:05 +08:00
stduhpfandleejet cde20d5ef0 fix: handle stereo format in sd_audio (#1489) 
Co-authored-by: leejet <leejet714@gmail.com>
 2026-05-17 16:55:39 +08:00
stduhpfandleejet 9369ab759f feat: inpaint improvements (#1357) 
* inpaint: get max pixel max instead of single sample

* inpaint: masked diffusion for inpainting models with inflated mask

* refactor tensor interpolate nearest-like reduction paths and generalize max_pool_2d

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2026-04-06 00:44:26 +08:00
stduhpf ed88e215a2 refactor: simplify f8_e5m2_to_f16 function a little bit (#1358) 2026-03-30 00:14:33 +08:00
stduhpf 3d33caaef8 fix: make tiling work better when using circular (#1299) 2026-03-08 00:25:07 +08:00
stduhpf aa0b899397 fix: improve handling of VAE decode failures (#1222) 2026-02-09 23:29:41 +08:00
stduhpf 9f56833e14 feat: optimize LoKr at runtime (#1233) 2026-02-08 00:08:09 +08:00
stduhpf 3959109281 fix: improve LoCon support with other naming conventions (#1239) 2026-02-01 20:00:16 +08:00
stduhpf b87fe13afd feat: support new chroma radiance "x0_x32_proto" (#1209) 2026-01-19 23:51:26 +08:00
stduhpf 60abda56e0 feat: select vulkan device with env variable (#629) 2025-12-21 15:35:38 +08:00
stduhpfandleejet 23fce0bd84 feat: add support for Chroma Radiance x0 (#1091) 
* Add x0 Flux pred (+prepare for others)

* Fix convert models with empty tensors

* patch_32 exp support attempt

* improve support for patch_32

* follow official pipeline

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-12-20 00:55:57 +08:00
stduhpf 9fa7f415df feat: add taehv support for Wan/Qwen (#937) 2025-12-16 22:57:34 +08:00
stduhpf d96b4152d6 perf: optimize ggml_ext_chunk (#1084) 2025-12-14 01:22:41 +08:00
stduhpf 583a02e29e feat: add Flux.2 VAE proj matrix for previews (#1017) 2025-12-09 22:00:45 +08:00
stduhpfidostyleleejet
 		bcc9c0d0b3 feat: handle ggml compute failures without crashing the program (#1003) 
* Feat: handle compute failures more gracefully

* fix Unreachable code after return

Co-authored-by: idostyle <idostyl3@googlemail.com>

* adjust z_image.hpp

---------

Co-authored-by: idostyle <idostyl3@googlemail.com>
Co-authored-by: leejet <leejet714@gmail.com>
 2025-12-04 22:04:27 +08:00
stduhpf edf2cb3846 fix: fix CosXL not being detected (#989) 2025-12-03 22:25:02 +08:00
stduhpf aa2b8e0ca5 fix: patch 1x1 conv weights at runtime (#986) 2025-11-19 23:27:23 +08:00
stduhpf 8ecdf053ac feat: add image preview support (#522) 2025-11-10 00:12:02 +08:00
stduhpf fb748bb8a4 fix: TAE encoding (#935) 2025-11-07 22:58:59 +08:00
stduhpf c42826b77c fix: resolve multiple inpainting issues (#926) 
* Fix inpainting masked image being broken by side effect

* Fix unet inpainting concat not being set

* Fix Flex.2 inpaint mode crash (+ use scale factor)
 2025-11-02 02:10:32 +08:00
stduhpf 77eb95f8e4 docs: fix taesd direct download link (#917) 2025-10-28 23:26:23 +08:00
stduhpf faabc5ad3c feat: allow models to run without all text encoder(s) (#645) 2025-10-25 22:00:56 +08:00
stduhpf 917f7bfe99 fix: support --flow-shift for flux models with default pred (#913) 2025-10-23 21:35:18 +08:00
stduhpf 11f436c483 feat: add support for Flux Controls and Flex.2 (#692) 2025-10-11 00:06:57 +08:00
stduhpfWagner Brunaleejet
 		2c9b1e2594 feat: add VAE encoding tiling support and adaptive overlap (#484) 
* implement  tiling vae encode support

* Tiling (vae/upscale): adaptative overlap

* Tiling: fix edge case

* Tiling: fix crash when less than 2 tiles per dim

* remove extra dot

* Tiling: fix edge cases for adaptative overlap

* tiling: fix edge case

* set vae tile size via env var

* vae tiling: refactor again, base on smaller buffer for alignment

* Use bigger tiles for encode (to match compute buffer size)

* Fix edge case when tile is bigger than latent

* non-square VAE tiling (#3)

* refactor tile number calculation

* support non-square tiles

* add env var to change tile overlap

* add safeguards and better error messages for SD_TILE_OVERLAP

* add safeguards and include overlapping factor for SD_TILE_SIZE

* avoid rounding issues when specifying SD_TILE_SIZE as a factor

* lower SD_TILE_OVERLAP limit

* zero-init empty output buffer

* Fix decode latent size

* fix encode

* tile size params instead of env

* Tiled vae parameter validation (#6)

* avoid crash with invalid tile sizes, use 0 for default

* refactor default tile size, limit overlap factor

* remove explicit parameter for relative tile size

* limit encoding tile to latent size

* unify code style and format code

* update docs

* fix get_tile_sizes in decode_first_stage

---------

Co-authored-by: Wagner Bruna <wbruna@users.noreply.github.com>
Co-authored-by: leejet <leejet714@gmail.com>
 2025-09-14 16:00:29 +08:00
stduhpfandleejet c587a43c99 feat: support incrementing ref image index (omni-kontext) (#755) 
* kontext: support  ref images indices

* lora: support x_embedder

* update help message

* Support for negative indices

* support for OmniControl (offsets at index 0)

* c++11 compat

* add --increase-ref-index option

* simplify the logic and fix some issues

* update README.md

* remove unused variable

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-09-07 22:35:16 +08:00
stduhpfandleejet 141a4b4113 feat: add flow shift parameter (for SD3 and Wan) (#780) 
* Add flow shift parameter (for SD3 and Wan)

* unify code style and fix some issues

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-09-07 02:16:59 +08:00
stduhpfandleejet 21ce9fe2cf feat: add support for timestep boundary based automatic expert routing in Wan MoE (#779) 
* Wan MoE: Automatic expert routing based on timestep boundary

* unify code style and fix some issues

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-09-07 01:44:10 +08:00
stduhpf 4c6475f917 feat: show usage on unknown arg (#767) 2025-09-01 21:38:34 +08:00
stduhpf 59080d3ce1 feat: change image dimensions requirement for DiT models (#742) 2025-07-28 21:58:17 +08:00
stduhpfandleejet a772dca27a feat: add Instruct-Pix2pix/CosXL-Edit support (#679) 
* Instruct-p2p support

* support 2 conditionings cfg

* Do not re-encode the exact same image twice

* fixes for 2-cfg

* Fix pix2pix latent inputs + improve inpainting a bit + fix naming

* prepare for other pix2pix-like models

* Support sdxl ip2p

* fix reference image embeddings

* Support 2-cond cfg properly in cli

* fix typo in help

* Support masks for ip2p models

* unify code style

* delete unused code

* use edit mode

* add img_cond

* format code

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-07-12 15:36:45 +08:00
stduhpf dafc32d0dd feat: add support for f64/i64 and clip_g diffusers model (#681) 2025-07-06 23:24:55 +08:00
stduhpf 19fbfd8639 feat: override text encoders for unet models (#682) 2025-07-04 22:19:47 +08:00
stduhpf 8d0819c548 fix: actually use embeddings with SDXL (#657) 2025-07-03 22:39:57 +08:00
stduhpf 83ef4e44ce feat: add T5 with llama.cpp naming convention support (#654) 2025-07-02 23:13:00 +08:00
stduhpf 9251756086 feat: add CosXL support (#683) 2025-07-01 23:13:04 +08:00
stduhpf ea46fd6948 fix: force zero-initialize output of tiling (#703) 2025-07-01 23:01:29 +08:00
stduhpfGreen Skyleejet
 		b1cc40c35c feat: add Chroma support (#696) 
---------

Co-authored-by: Green Sky <Green-Sky@users.noreply.github.com>
Co-authored-by: leejet <leejet714@gmail.com>
 2025-06-29 23:36:42 +08:00
stduhpfandleejet c9b5735116 feat: add FLUX.1 Kontext dev support (#707) 
* Kontext support
* add edit mode

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2025-06-29 10:08:53 +08:00
stduhpf 3fb275a67b fix: suport sdxl embedddings (#621) 2025-03-09 12:21:23 +08:00
stduhpf f50a7f66aa fix: fix race condition causing inconsistent value for decoder_only (#609) 2025-03-01 11:49:06 +08:00
stduhpf 85e9a12988 fix: preprocess tensor names in tensor types map (#607) 
Thank you for your contribution
 2025-03-01 11:48:04 +08:00
stduhpf fbd42b6fc1 fix: fix embeddings with quantized models (#601) 2025-03-01 11:45:39 +08:00
stduhpfandleejet 69c73789fe fix: force binary mask for inpaint models (#589) 
Co-authored-by: leejet <leejet714@gmail.com>
 2025-02-22 21:29:57 +08:00
stduhpf f23b803a6b fix:: unapply current loras properly (#590) 2025-02-22 21:22:22 +08:00
stduhpf 1be2491dcf feat: partial LyCORIS support (tucker decomposition for LoCon + LoHa + LoKr) (#577) 2025-02-22 21:19:26 +08:00
stduhpf e500d95abd fix: fix rank 1 loras (#575) 2025-02-05 16:13:17 +08:00
stduhpf d9b5942d98 feat: add sdxl v-pred suppport (#536) 2025-01-18 13:15:54 +08:00
stduhpf 587a37b2e2 fix: avoid sd2((non inpaint) crash on v-pred check (#537) 2025-01-18 13:13:34 +08:00
stduhpf 348a54e34a feat: use pretty-progress for tensor loading (#516) 2024-12-28 13:14:52 +08:00
stduhpf d50473dc49 feat: support 16 channel tae (taesd/taef1) (#527) 2024-12-28 13:13:48 +08:00
stduhpf 0d9d6659a7 fix: fix metal build (#513) 2024-12-28 13:06:17 +08:00
stduhpf 8f4ab9add3 feat: support Inpaint models (#511) 2024-12-28 13:04:49 +08:00
stduhpf cc92a6a1b3 feat: support more LoRA models (#520) 2024-12-28 12:56:44 +08:00
stduhpf 9148b980be feat: remove type restrictions (#489) 2024-11-30 14:22:15 +08:00
stduhpfandleejet 7ce63e740c feat: flexible model architecture for dit models (Flux & SD3) (#490) 
* Refactor: wtype per tensor

* Fix default args

* refactor: fix flux

* Refactor photmaker v2 support

* unet: refactor the refactoring

* Refactor: fix controlnet and tae

* refactor: upscaler

* Refactor: fix runtime type override

* upscaler: use fp16 again

* Refactor: Flexible sd3 arch

* Refactor: Flexible Flux arch

* format code

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2024-11-30 14:18:53 +08:00
stduhpf 53b415f787 fix: remove default variables in c headers (#478) 2024-11-24 18:10:25 +08:00
stduhpfandleejet 6ea812256e feat: add flux 1 lite 8B (freepik) support (#474) 
* Flux Lite (Freepik) support

* format code

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2024-11-23 11:41:30 +08:00
stduhpf 9b1d90bc23 fix: improve clip text_projection support (#397) 2024-11-23 11:19:27 +08:00
stduhpfandleejet 65fa646684 feat: add sd3.5 medium and skip layer guidance support (#451) 
* mmdit-x

* add support for sd3.5 medium

* add skip layer guidance support (mmdit only)

* ignore slg if slg_scale is zero (optimization)

* init out_skip once

* slg support for flux (expermiental)

* warn if version doesn't support slg

* refactor slg cli args

* set default slg_scale to 0 (oops)

* format code

---------

Co-authored-by: leejet <leejet714@gmail.com>
 2024-11-23 11:15:31 +08:00
stduhpf 14206fd488 fix: fix clip tokenizer (#383) 2024-09-02 22:31:46 +08:00
stduhpf f4c937cb94 fix: add some missing cli args to usage (#363) 2024-08-28 00:17:46 +08:00