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393 Commits
Author SHA1 Message Date
Isotr0py 8e0695f362 Merge branch 'main' into qwen-image-2.1 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-22 10:11:12 +08:00
Armaan Amatya cb31e0774f [Misc] Deprecate VLLM_OMNI_VOXCPM_CODE_PATH (#7779) 
Signed-off-by: Armaan Amatya <armaanamatya2014@gmail.com>
 2026-09-21 18:34:31 -07:00
shihongzhi c11596c637 [Model] MammothModa2: enable Cache-DiT acceleration for the DiT stage (#7291) 
Signed-off-by: shihongzhi <shi65881583@gmail.com>
 2026-09-21 18:34:12 -07:00
Isotr0py 3e274a0024 Merge remote-tracking branch 'origin/main' into qwen-image-2.1 
# Conflicts:
#	tests/entrypoints/openai_api/test_image_server.py
#	vllm_omni/entrypoints/openai/api_server.py
 2026-09-22 01:23:45 +00:00
NumberWan 62b15142bd [Model] Integrate AURA into Full-Duplex Runtime (#7633) 2026-09-21 09:26:54 -07:00
Isotr0py 9174554e40 Merge remote-tracking branch 'origin/main' into qwen-image-2.1 
# Conflicts:
#	vllm_omni/diffusion/executor/multiproc_executor.py
#	vllm_omni/diffusion/offloader/sequential_backend.py
 2026-09-21 07:32:04 +00:00
Ding ZuhaoandCursor 154a1f25f5 [Bugfix] Honor the requested output canvas in BAGEL img2img (#7287) 
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-21 07:29:24 +00:00
AliciaandHongsheng Liu d02681bf01 [Refactor][Diffusion] Move single-model layers into their model directories (#5908) 
Signed-off-by: congw729 <115451386+congw729@users.noreply.github.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-20 18:19:24 +08:00
Isotr0py 2a92b71cb9 Add FP8 online qunatization support for Qwen-Image-2.1 (#7792) 
Signed-off-by: Isotr0py <mozf@inferact.ai>
 2026-09-18 22:33:16 +08:00
ooooooye 823af92347 [Bugfix][Ascend NPU][Diffusion] Load over-wide unquantized fallback weights straight into host memory under DLOFix/mxfp online offload after quant (#7009) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-09-18 07:36:48 +00:00
Isotr0py 3affc7766d Enable VAE tiling for Qwen-Image-2.1 (#5) 
* init

Signed-off-by: Isotr0py <mozf@inferact.ai>

* fix

Signed-off-by: Isotr0py <mozf@inferact.ai>

* test(diffusion): add Qwen-Image-2.1 unit tests

Signed-off-by: Isotr0py <mozf@inferact.ai>

* fix(diffusion): Qwen-Image-2.1 VAE spatial ratio, tiling e2e verification

- AutoencoderKLQwenImage21: derive spatial_compression_ratio from the
  architecture (2 ** len(temperal_downsample) = 16x) instead of trusting
  the checkpoint's scale_factor_spatial=8, which corrupted tiled
  decode/encode geometry (output cropped to half size) and tiling gating.
- pipeline: _read_vae_scale_factor prefers the architecture-derived value
  for the same reason.
- models/qwen_image_21/__init__: lazy exports to break the circular import
  distributed VAE -> package __init__ -> pipeline -> distributed VAE.
- Add VAE unit tests: ratio derivation, tiled vs untiled decode/encode
  consistency, distributed tile_split/exec/merge == tiled_decode.
- e2e matrix (GB200, seed 42, 20 steps) all green; see e2e_out/qwen21_vae/.
- examples: qwen_image_21_edit.py gains --vae-use-tiling.
- docs: mark VAE patch-parallel verified for Qwen-Image-2.1; recipe notes
  the default-tile banding limitation at 2048px+.

* clean tests

Signed-off-by: Isotr0py <mozf@inferact.ai>

* fix cudnn determination

Signed-off-by: Isotr0py <mozf@inferact.ai>

---------

Signed-off-by: Isotr0py <mozf@inferact.ai>
 2026-09-18 10:02:50 +08:00
Zhenqiang Xuandzqxu 242c3cddeb [Hardware][Ascend] Integrate MindIE dense and sparse quantized attention for Wan2.2 T2V (#7561) 
Signed-off-by: zqxu <xuzhenqiang3@huawei.com>
Co-authored-by: zqxu <xuzhenqiang3@huawei.com>
 2026-09-18 01:28:27 +00:00
Sy03 4200768f59 [Frontend] Scale Omni serving across API processes (#6923) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-16 22:29:31 -07:00
HAAZZZEEEE becfefd440 [Hardware][Ascend] Add Wan2.2 MXFP4 UOS, Smooth and W4A8 fallback (#7210) 
Signed-off-by: HAAZZZEEEE <wang-taicheng@qq.com>
 2026-09-17 03:11:40 +00:00
SYLARandlishunyang12 507cb1d834 [Attention] [P1] Keep H3 VSA policy in the model and share sparse primitives (#7535) 
Signed-off-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@users.noreply.github.com>
 2026-09-16 15:47:31 +08:00
Isotr0py 2912672b2e Initialize QMI pipeline implementation (#2) 
* init

Signed-off-by: Isotr0py <mozf@inferact.ai>

* fix

Signed-off-by: Isotr0py <mozf@inferact.ai>

---------

Signed-off-by: Isotr0py <mozf@inferact.ai>
 2026-09-16 15:14:23 +08:00
Mengjie ZhaoandCursor c17126c219 [Model] Add Gepard-1.0 OpenAI /v1/audio/speech serving (#7499) 
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-15 14:56:51 -07:00
Deep Shah 5761ad5516 [Bugfix] Restore the async PP sampled-token broadcast in the AR runner (#7393) 
Signed-off-by: Deep Shah <deep@socratic.co>
 2026-09-14 20:41:03 -07:00
heyuanliu-intel 40f8e94400 [Model][MiniMax-H3] Multi-GPU serving fixes and layer-wise offload component selection (#7047) 
Signed-off-by: heyuanliu-intel <heyuan.liu@intel.com>
 2026-09-14 10:02:30 -07:00
Deep Shah 2f1a18e69f [Bugfix][Qwen3-Omni] Fix synchronous Thinker pipeline parallelism (#7345) 
Signed-off-by: Deep Shah <deep@socratic.co>
 2026-09-14 10:02:21 -07:00
gerayandHongsheng Liu 9edc1b4667 Optimize CosyVoice3 Stage1 flow batching (#4876) 
Signed-off-by: gerayking <399geray@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-12 20:31:49 +08:00
MaciejBalaNV 13b85c5622 [Bugfix] Add explicit error when using CFGP with distilled Cosmos3 models (#7427) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-09-11 22:59:49 +00:00
SuyanLiClaude Opus 4.8suyan.liHongsheng Liu
 		a7ab91fb85 [Example] Migrate HunyuanImage-3.0 to model_extras + shared task examples (#5559) 
Signed-off-by: suyanli220 <suyanli220@gmail.com>
Signed-off-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-11 16:47:25 +08:00
wkutakandRahul Steiger 43a476c1e5 [Model] Add Cosmos3 mixed W8A8/W8A16 and W4A4/W4A16 denoising (#6560) 
Signed-off-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
Co-authored-by: Rahul Steiger <rsteiger@nvidia.com>
 2026-09-10 23:51:09 +12:00
NancyFyongNancyFyongSamit
 		a2486dd00b [Core][Diffusion] Add a typed pre-D2H video media contract (#6615) 
Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-09-10 09:50:54 +00:00
Guangjian Dong faad918588 [Doc] Document num_outputs_per_prompt for /v1/videos (#7341) 
Signed-off-by: Guangjian <hiro20833@gmail.com>
 2026-09-10 08:00:13 +08:00
NumberWan 038c9b948f [Bugfix] Resolve #6931 hub FA3 on torch 2.13 via kernels 0.16.1 (#7185) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-09-09 10:20:34 +00:00
Yueqian Lin e1c59edec6 [Refactor] fish_speech: vendor DAC codec modules, drop external fish-speech dependency (#4871) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-09-08 09:22:36 +08:00
Mu GuanLin 3204a0b2ad [Model][Perf] Optimize LTX Ulysses sequence parallelism (#7079) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-07 10:48:26 +00:00
Zeyu Huang | 黃澤宇 2df95de421 [Core][Diffusion] Refactor prompt updates into a modality-ready interaction framework (#6294) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-09-07 11:40:04 +08:00
汪志鹏andClaude Opus 5 af74a5a155 [Feature][MiniMax-H3] Support the full LightX2V Turbo LoRA matrix (#7062) 
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-06 20:23:36 +08:00
DMAN 06541d1f52 [Model] FP8 Support For Boogu-Image (#6925) 
Signed-off-by: Dmaner <2663515256@qq.com>
 2026-09-06 04:48:38 +00:00
SYLAR ea3cf99894 [diffusion][feature] Add component-selective offload policies (#5929) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-09-06 05:40:09 +08:00
Hongsheng Liu d4096e01fe [Model] Add native MAGI-2 Preview diffusion support (#5918) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-05 15:32:30 +08:00
vOv 13c617a140 [Model] Add sequence parallelism to SANA-Video 2B (#5940) 
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
 2026-09-05 15:22:53 +08:00
TriggerandGao Han ea14b04e9f [Bugfix][BAGEL] Restore original denoise step count (#7049) 
Signed-off-by: Trigger <Meng.Bo.Wang@outlook.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-04 17:05:05 +00:00
SYLARandhsliuustc0106 22cefe04b4 [Bugfix] Update Hub kernel dependency floor (#7020) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-04 22:15:55 +08:00
SYLARandhsliuustc0106 7493cbd3c2 [Bugfix] Fix Qwen3-Omni MoE backend selection (#7019) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-04 21:16:58 +08:00
Trigger e43c787544 [Model] Add BAGEL step execution and continuous batching (#6359) 2026-09-04 01:36:11 +00:00
hurukawa 8f284b343a [Feature][Diffusion]: CFG parallelism support for Boogu-Image (#6786) 
Signed-off-by: nagisa <1434936049@qq.com>
Signed-off-by: nagisa-kun <1434936049@qq.com>
 2026-09-03 10:37:21 +08:00
GXINandHongsheng Liu 3ab582c993 [Bugfix][Qwen3-TTS] Reject task mismatches before EngineCore dispatch (#6113) 
Signed-off-by: XIN GAO <1037396230@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-02 11:16:55 -07:00
wangyulishunyang12CursorBo Li
 		95a9311696 [CI] Select mirror_hardwares presets via MIRROR_HW (H100/B200) (#5543) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: [Your Name] <your.email@example.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-02 15:39:49 +00:00
Bo Li 5d20f6b900 [Doc] Refine TRTLLM attention guidance (#6724) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-02 19:42:37 +08:00
汪志鹏 c59b48b47e [Feature][MiniMax-H3] Complete VSA and Ulysses support (#6909) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-09-02 07:19:21 -04:00
vOv 57c08d34c3 [Model] Add TP and CFG parallelism to SANA-Video 2B (#5861) 
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
 2026-09-02 17:44:41 +08:00
DanaerLeeandHongsheng Liu 0288c3f56e [Model] Support SenseNova-U1.5-8B-MoT and its distilled 8-step LoRA (#6516) 
Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-01 22:53:53 +08:00
HAAZZZEEEE c50b7de167 [NPU][Diffusion] MiniMax-H3 RainFusion end_step tail fallback (#6037) 
Signed-off-by: HAAZZZEEEE <wang-taicheng@qq.com>
 2026-08-29 18:36:05 +08:00
Zijun HuangandWeiQing Chen 08cdee8dc4 [Feature] Support MiniMax-H3 FlashGen native LoRA with the legacy manager (#6666) 
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-29 06:52:19 +00:00
Hongsheng Liuandhsliuustc0106 4245fd6955 [Fix] Restore MammothModa2 support (#6694) 
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-28 08:32:32 +08:00
Zheng Wengangandamy-why-3459 94b1546ce3 [Model] Qwen3-Omni: register thinker-only pipeline for Instruct serve (#6284) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-27 08:21:03 +00:00