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419 Commits
Author SHA1 Message Date
tzhouamandClaude Opus 4.8 b5c6a30d4e ci: fix numpy/numba, libnvJitLink.so.13, and gr00t AutoProcessor.register on align branch 
Three regressions surfaced only on dev/vllm-align in Buildkite build 2520
(26 failing jobs vs 5 on main); ~15 of the 19 align-unique failures trace to these:

1. numpy 2.5 vs numba: Dockerfile.ci pinned numpy==2.2.6 before the flashinfer
   and torch cu130 reinstalls, which resolved numpy back to 2.5 and broke
   'import numba' (needs numpy <= 2.4). Re-pin numpy as the final dependency op.

2. libnvJitLink.so.13 not found: the CUDA-13 JIT linker lives in the
   nvidia-cuda-nvjitlink-cu13 wheel, not /usr/local/cuda (CUDA 12) as the old
   LD_LIBRARY_PATH assumed; bitsandbytes/torch.compile subprocesses could not
   dlopen it (broke Entrypoint L4, a multi-GPU diffusion job, both Quantization
   jobs via hang/timeout). Install the wheel and register its lib dir via ldconfig.

3. transformers >= 5.5 AutoProcessor.register now requires the config class, not a
   model_type string; processing_gr00t_n1d7.py passed "Gr00tN1d7" -> AttributeError
   'str' object has no attribute '__module__' -> pytest collection errors (exit 2).
   Pass Gr00tN1d7Config, matching AutoModel.register in modeling/gr00t_n1d7.py.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-11 14:21:14 +08:00
NumberWan fe478a95ab [BugFix] Restore vllm_c IR op priority and torch.nn.RMSNorm for Qwen-Image (#4964) (#5009) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-07-10 17:39:07 +00:00
Zhang Jian d5e197fb97 [Diffusion][Feature] Add SP for Omnigen2 (#3206) 
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
 2026-07-08 10:29:41 +08:00
Yukim1andAdvik 460a5c6b48 [Refactor] Migrate MammothModa2 and OmniVoice to pipeline registry (#4647) 
Signed-off-by: Advik <scince5678@gmail.com>
Signed-off-by: Nightwing-77 <scince5678@gmail.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Advik <scince5678@gmail.com>
 2026-07-08 00:44:33 +00:00
TaffyOfficialandzuiho 66ec3a2aff [Bugfix] Fix HunyuanImage3 MoE groups for vLLM 0.24 (#4893) 
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: zuiho <2324465096@qq.com>
 2026-07-05 15:37:42 +00:00
Renzheng Wang 02d654760f [BugFix] Drop removed get_cache_scale call in HunyuanImage3 diffusion loader (#4892) 
Signed-off-by: wangrzneu <wangrzneu@gmail.com>
 2026-07-05 09:50:43 +00:00
Zhou Taichang 86bdcaf3d5 [BDE] Phase 1: engine-level KV cache management for DreamZero (RFC #4366) (#4534) 2026-07-05 07:17:58 +08:00
Yuanheng Zhao e73245c60f [Bugfix] Adapt ZImagePipeline.forward calling in MingImagePipeline with DiffusionRequestBatch (#4866) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-07-04 03:45:49 +00:00
Mu GuanLin 3023bc40c2 [Feature][Refactor] LTX-2.3 I2V Support, Public Examples, and Shared Pipeline Refactor (#4739) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-03 11:29:22 +08:00
CAICAII b443504d61 [Diffusion] Add Diffusers quantization config bridge (#3837) 
Signed-off-by: CAICAIIs <3360776475@qq.com>
 2026-07-03 03:06:44 +00:00
Yuanheng Zhao 06329c6450 [Bugfix] Fix request batching regression on Ming-flash-omni ImageGen (#4837) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-07-03 03:04:17 +00:00
Sean Gillen 431a7c71ac [Model] Cosmos3: Skip unused action conditioning frames (#4789) 
Signed-off-by: Sean Gillen <sgillen@nvidia.com>
 2026-07-03 01:45:44 +00:00
Zeyu Huang | 黃澤宇andHongsheng Liu 1b0de21c55 [Chore]: refactor out unused/redundant params in diffusion pipelines (#1235) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-02 16:32:05 +02:00
Jiaqian Liu a25636d780 [NPU] Fix HunyuanImage3 MoE EP+SP parallel mapping (#4344) 
Signed-off-by: Celeste-jq <591998922@qq.com>
 2026-07-02 04:14:12 +00:00
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +08:00
fywcandprincepride 9a105bf90d [Feat] Support teacache for SenseNova-U1 (#4164) 
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
 2026-06-30 09:24:46 +00:00
SYLAR bb8614595d [BugFix][Cosmos3] Pad sound latents so video+sound runs under sequence parallelism (#4678) 
Signed-off-by: lishunyang12 <125541396+lishunyang12@users.noreply.github.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
 2026-06-30 17:23:36 +08:00
boatman 4028680b7e [Perf]: Fused RMSNorm+3D Rope kernel in Sensenova-U1 (#4669) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-06-30 16:32:47 +08:00
Yi LiuandCopilot 99234881f5 [Quant][AutoRound] Add W4A16 support for Qwen-Image (#3588) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-06-30 16:27:28 +08:00
boatmansphinxkkkbc汪志鹏
 		dd3a4d0a29 [Feat] Support CFG-Parallel For Sensenova-U1-8B-MoT (#4188) 
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-06-30 08:03:26 +00:00
Mohammed Saif AbedandClaude 2fc00efa49 [Model] Migrate MammothModa2-Preview example to standard task example + model_extras (#4691) 
Signed-off-by: mo saif <moisf56@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-06-30 04:34:06 +00:00
JiangJie ZhangandSamit c45ac74d43 [Core][Frontend] Support request-level batching for diffusion pipelines (#4079) 
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-06-29 18:09:19 +02:00
SuyanLiandsuyan.li 1b318d11d1 [Refactor] Reuse CFGParallelMixin in Bagel for CFG-parallel denoising (#4768) 
Signed-off-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: suyan.li <suyan.li@bytedance.com>
 2026-06-28 07:16:10 +00:00
Chendi.Xue 60ccadfbb6 [WAN_S2V] Enable HSDP for wan s2v (#4458) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-06-28 06:27:58 +02:00
MaciejBalaNV 47871d5e20 Updated Cosmos3 docstrings (#4727) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-06-27 06:39:42 +08:00
bmengkeandHongsheng Liu 329c98ff9d Wan2.2: Fix the bug of using cache-dit with ulysses in t2v and i2v (#3927) 
Signed-off-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-25 15:15:59 +00:00
Daniel SocekandDidan Deng fb563fbd19 [Bugfix] Fix CFG-parallel broadcast dtype mismatch in GLM-Image (#3956) 
Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-06-25 13:14:29 +08:00
Jiantong MenmenjiantongDidan Deng
 		0fd2620d56 [BugFix] Fix MammothModa2 Text-to-Image Bug (#4299) 
Signed-off-by: menjiantong <menjiantong@foxmail.com>
Co-authored-by: menjiantong <menjiantong@foxmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-06-25 13:14:02 +08:00
WeiQing ChenandIanniu d94108693a [BugFix] Fix Wan2.2-VACE-Fun cache and serving lifecycle (#4667) 
Signed-off-by: Ianniu <985683179yzy@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Ianniu <985683179yzy@gmail.com>
 2026-06-25 11:20:58 +08:00
Yuanheng Zhao fb3abb38fb [refactor] Flatten Ming-flash-omni-2.0 imagegen args (#4587) 
Signed-off-by: Yuanheng <jonathan.zhaoyh@gmail.com>
 2026-06-24 17:01:58 +08:00
Chendi.Xue eb81914c64 [S2V] Add sequence parallelism support to WanS2VTransformer3DModel (#4276) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-06-24 14:04:04 +08:00
MrDongslsMr.DongYueqian LinYueqian Lin
 		1951dca786 [Model] add soulx-singer support (#3862) 
Signed-off-by: Mr.Dong <1042542469@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Mr.Dong <1042542469@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-06-24 05:36:45 +00:00
MaciejBalaNVandHongsheng Liu 6dc4638a7e Fixed Cosmos3 regression (#4627) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-24 09:03:34 +08:00
Zeyu Huang | 黃澤宇Copilot Autofix powered by AICursor
 		3901ad8165 [feat] Streaming diffusion video generation output (#3737) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-23 09:57:53 +00:00
bjf-frz 2447740308 [Perf]perf: skip unused Cosmos3 I2V conditioning latents (#4614) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-06-22 09:51:47 +00:00
汪志鹏 a10eac0f8c [Feature]: Migrate magi human example (#4572) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-06-22 15:17:00 +08:00
WeiQing ChenandHongsheng Liu f0d7fe18f2 [Perf][Cosmos3] Optimize I2V conditioning transfer (8.63% faster x-inference) (#4467) 
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-22 01:59:03 +00:00
Alex Brooksand汪志鹏 7ff11d8d0f [Perf/Fix] Reimplement Batched CFG Forward for Bagel (#4098) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-06-22 07:37:21 +08:00
MaciejBalaNVandHongsheng Liu fc32d9fe6f Improve Cosmos3 v2v quality (#4514) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-21 22:20:30 +08:00
MaciejBalaNV a1e1ac0155 Cosmos3 transfer (#4379) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
 2026-06-21 09:59:18 +08:00
Zhengyuan Su (苏政渊)andClaude Opus 4.8 2d0b1d8a29 [Diffusion] add GR00T-N1.7 pipeline with OpenPI serving (#3798) 
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-06-20 11:45:26 +08:00
Alex Brooks 6ff246bf3c [Cache Refactor 1/N] Simplify CacheDiT Integration (#2527) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-20 08:30:44 +08:00
amy-why-3459 f05e03aea8 [Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-06-19 14:24:37 +08:00
yangyonggit 37a442447e [Cleanup] Remove duplicate HiDreamI1ImagePipeline (fixes #4009) (#4045) 
Signed-off-by: leo.yang <leo.yang.engineer@gmail.com>
 2026-06-19 06:32:18 +08:00
Honghan Zhu 8f28b969e9 [Feat] DreamZero fix tp & cross attn cache (#4154) 2026-06-18 10:57:04 +00:00
汪志鹏CursorHongsheng LiuClaude Sonnet 4.6
 		f75c437a60 [Refactor]Base class for dit pipelines with unified parameter declaration[1/N] (#4225) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-06-18 17:14:18 +08:00
汪志鹏 f195e44bc1 [BugFix]: Fix Bagel generate_image denoising schedule (#4509) 2026-06-18 02:02:38 +00:00
Nick CaoandClaude e957d16f8d [Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery (#3076) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-06-17 21:33:06 +08:00
KristofferandHongsheng Liu 890803ca06 [Wan2.2] Fix "uninitialized nn.Module of type RotaryEmbeddingWan" graph-break (#4053) 
Signed-off-by: Kristoffer Torp <kristoffer.torp@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-17 15:48:22 +08:00
KristofferandHongsheng Liu e3621ec633 [Perf][qwen-image-edit] Skip attention-mask to avoid varlen path (#4293) 
Signed-off-by: kTorp <Kristoffer.Torp@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-16 22:52:04 +08:00