anodyine/vllm-omni
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08884c4cfbbeb48b23ce67e265885b6c7774ccdd
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230 Commits
Author SHA1 Message Date
tzhouamandClaude Opus 5 08884c4cfb rebase: adapt to vLLM 0.29 callback, embedding and video decoder changes 
Four unrelated 0.29 surface changes, each reproduced locally against the
pinned f5c3cc24 build:

- PromptUpdateDetails.is_embed now takes only the full token list. The
  Bagel img2img replacement still declared (tok, seq), which crashed
  stage-0 engine core startup and produced the Distributed and Qwen3-Omni
  "no live replica" failures rather than anything KV related.

- dispatch_unquantized_gemm gained a linear_backend argument and is called
  with it. The CPU-forcing test stubs took no arguments; they now accept
  and ignore whatever upstream passes so a further signature change does
  not break them again.

- VocabParallelEmbedding gained a fused kernel that engages whenever
  tp_size > 1 on CUDA, and it has no CPU implementation. The encoder TP
  fixtures drive CPU tensors under a faked TP group, so they pin the
  portable masked path.

- The pyav video decoder backend was removed; valid options are now
  opencv, torchcodec, pynvvideocodec and deepstream. The OpenAI video
  endpoint hardcoded pyav, which turned every video request into a 400.
  It moves to opencv, the upstream default.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0146Xu5Sgj4vXxLxvLjV5YPj
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:53 +08:00
andyluo7 b9932aa17b [CI/Build][ROCm] Normalize SenseNova paged-decode hardware markers (#6935) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
 2026-09-09 07:32:38 -07:00
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
Bo Li cdd4638b17 [Feature][Diffusion] Expose detailed pipeline timings (#6822) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-09 09:58:42 +00:00
Anjie HouandClaude Sonnet 5 ecdd762ff5 [2/N] Add a minimal temporal chunk callback for MiniMax-H3 (#7017) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
 2026-09-09 16:40:32 +08:00
Mu GuanLin ffa991b24f [Perf][Model] Add optimized LTX-2.5 DiffVAE operators (#7308) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-09 08:31:16 +00:00
Mu GuanLin ab56148505 [Bugfix] Make LTX vocoder decoding deterministic (#7231) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-09 06:37:01 +00:00
Lei KeandKrystalRay 5e4baea64d [Bugfix][NPU] Limit MiniMax H3 modulation grid size (#6794) 
Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>
 2026-09-08 09:08:46 -07:00
Harry MellorHongsheng LiuClaude Opus 5
 		fdaf4e31bd Add vLLM-Omni library info to Hugging Face Hub requests (#5381) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-08 10:08:38 -06:00
liangmenghuangandClaude Fable 5.1 7a80b79698 [Bugfix][Model] GR00T-N1.7: honor the per-request seed for flow-matching noise (#7253) 
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-08 15:53:20 +00:00
andyluo7 de1b0708bd [CI][ROCm] Route LTX2 Ulysses parity to two-GPU lane (#7234) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
 2026-09-08 22:59:37 +08:00
liangmenghuangandClaude Fable 5.1 d7740336ff [Bugfix][Model] GR00T-N1.7: honor processor_config image pipeline (use_albumentations / crop_fraction / letter_box_transform) to match Isaac-GR00T (#7083) 
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-08 18:59:01 +08:00
Honghan Zhu c086554d1f [Perf]Boogu-Image Skip dense attention masks (#6871) 
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
 2026-09-08 00:53:20 -07:00
Chenguang Zheng 087ac46318 [Refactor 1/N] Centralize Omni config resolution (#5140) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-09-08 10:30:26 +08:00
Jierui (Jerry) Xu c3498fb869 [Model] Add Boogu-Image Turbo pipeline resolution (#6961) 
Signed-off-by: Jerry Xu <xjr2423@gmail.com>
 2026-09-08 08:59:23 +08:00
Rahul SteigerandNils Hoffmann 3b335814cc [Bugfix][Cosmos3] Fix distributed Transfer output envelope (#7205) 
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Nils Hoffmann <nhoffmann@nvidia.com>
 2026-09-08 07:34:08 +08:00
Lei KeandKrystalRay 7be014bce6 [Bugfix][NPU] Fix MiniMax-H3 INT8 quantization dispatch (#6876) 
Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>
 2026-09-07 14:50:44 +00:00
WeiQing Chen 30d6a0b4e6 [Bugfix][MiniMax-H3] Stabilize keyframe VAE encoding (#7191) 
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
 2026-09-07 21:52:54 +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
Rahul SteigerandRahul Steiger f080f41e03 [Bugfix][Cosmos3] Auto-pad non-divisible Ulysses GEN sequences (#6918) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d188-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d188-T17.cm.cluster>
 2026-09-07 08:58:28 +00:00
Rahul SteigerRahul SteigerRahul Steiger
 		677265b64b [Bugfix][Diffusion] Make Cosmos3 transfer image arrays writable (#6915) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
 2026-09-07 01:06:16 -07:00
summerandAlicia 4b81f692d1 [Bugfix][Diffusion] Canonicalize cache_backend=None to "none" (#7041) 
Signed-off-by: summer <128961079+zhang-keliang@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-09-07 15:56:51 +08:00
BruceLoveDecimal 5cd925631c [Feature][LingBot World]stepwise execution (#6844) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
 2026-09-07 13:38:23 +08:00
NumberWanandAlicia 7f32c326c6 [BugFix][Qwen-Image-Edit] restore txt_seq_lens RoPE width after #3588 regression (#5586) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-09-07 12:10:47 +08:00
Hongsheng Liu 715b8b8746 [Model] MiniMax-H3: validate versioned text-conditioning handoff (#6720) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-06 21:45:10 +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
prettygirlisnotme 32370968d0 [Model] Add Boogu-Image Turbo native DMD path (#6699) 
Signed-off-by: Dragonborn <1078757180@qq.com>
 2026-09-06 08:44:15 +08:00
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
Shenglei FuandClaude Opus 4.8 0e903e9695 [Diffusion] Enable request-level batching for Boogu-Image (T2I) (#6968) 
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-09-04 16:27:51 +08:00
Mu GuanLin 175dec11be [Perf][Model] Optimize LTX video output transport (#7000) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-04 06:47:28 +00:00
Trigger e43c787544 [Model] Add BAGEL step execution and continuous batching (#6359) 2026-09-04 01:36:11 +00:00
Bo Li fda3af8bbc [Bugfix] Preserve BF16 residual semantics in fused MiniMax-H3 modulation (#6878) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-04 02:01:34 +08:00
Zeng Chuang b5e898f295 [Feat] Add support and testcase for HunyuanImage-3.0-Instruct-Distil (#4048) 
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Signed-off-by: zengchuang-hw <zengchuang1005@gmail.com>
 2026-09-03 02:43:13 +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
Rahul SteigerandRahul Steiger 376b28aced [Bugfix][Cosmos3] Support multi-chunk transfer with distributed VAE (#6920) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d147-T16.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d147-T16.cm.cluster>
 2026-09-03 09:01:53 +08:00
vOvHongsheng LiuAlicia
 		3b6ce98421 [Model] Add Cache-DiT and CPU offload support for SANA-Video 2B (#5882) 
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-09-02 23:40:48 +08:00
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
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
leaandHongsheng Liu 5f49848536 [Bugfix][Ascend NPU][Boogu] Replace complex RoPE with real-valued operations (#6571) 
Signed-off-by: lea_lei <JiaWen_Lei_7@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-02 07:11:01 +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
XRay2016 8e26dce1f4 [Diffusion] Add Boogu Edit-Turbo support docs and tests (#6701) 
Signed-off-by: xRay2016 <1150722393@qq.com>
 2026-09-01 08:41:23 +08:00
Wang fuyinzwhzzz0821zwhzzz0821
 		fe4a2a7477 [Diffusion] Add paged KV cache support for HunyuanImage3 DiT on NPU and GPU (#6563) 
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-31 10:15:46 +00:00
汪志鹏andHongsheng Liu 86b85c078b [Feature][MiniMax-H3] Fuse the FastH3 four-step adapter at load time (#6714) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-31 12:04:58 +08:00
SYLAR 759aa4ffeb [Diffusion][Performance] Optimize MiniMax-H3 video output transfer (#6824) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-31 07:07:34 +08:00