Taichang Zhou and Claude Opus 4.8
9678ae58cf
[MR V2] Migrate to Model Runner V2
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Squashed migration rebased onto current main. Collapses the 46-commit
dev/migrate-MR-v2 history (10 merge commits + superseded pre-rebase work)
into a single commit, so the diff reflects only the genuine MR-V2 feature
(worker_v2/ runners + model_states, omni schedulers, stage engine pipeline,
pooling_output serialization bridge). Content already merged to main
separately (step_audio2, tts_adapters, npu/_310p, etc.) drops out.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-06-20 07:19:40 +00:00
Zhengyuan Su (苏政渊) and Claude Opus 4.8
2d0b1d8a29
[Diffusion] add GR00T-N1.7 pipeline with OpenPI serving ( #3798 )
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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
Ian Eaves
951ae28eb0
[Frontend] Configurable video storage backends with TTL ( #2531 )
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Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com >
2026-06-19 17:41:22 -06:00
Yueqian Lin
208932210f
[Chore][TTS] Reference recipes.vllm.ai recipes, remove dead code, and fix stale references ( #4567 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-06-19 15:05:26 +08:00
wangyu
dff8cda844
[SKILLS] Add vllm-omni-test agent skill for CI-aligned test generation ( #4434 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: [Your Name] <[Your Email]>
2026-06-18 17:01:24 +08:00
Yihong Jin
2f64c712fd
[Quantization][Qwen3-Omni] Enable NVFP4 W4A4 serving on Blackwell ( #4025 )
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Signed-off-by: Yihong Jin <yihongjin404@gmail.com >
2026-06-18 10:01:46 +08:00
akshatvishu
ed37d8e7a2
[Docs] Fix hallucinated stage CLI flags in documentation and comments ( #4512 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-06-17 20:49:56 +08:00
b46c5af06f
[Doc] Add guides for custom docker image build on NVIDIA CUDA [Skip-CI] ( #1386 )
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Signed-off-by: Hyoseop Song <crad_on25@naver.com >
Signed-off-by: Hyoseop Song <crad_on25@naver.com >
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-06-16 23:15:58 +08:00
Chendi.Xue and Hongsheng Liu
e7f0db1067
[SDXL] SDXL model enabling ( #4331 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-16 22:51:11 +08:00
46e0b71423
[Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation ( #3960 )
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Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu >
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com >
Signed-off-by: princepride <wangzhipeng628@gmail.com >
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu >
Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu >
Co-authored-by: Zhengyuan Su <su.zhengyuan@u.nus.edu >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-06-16 03:08:02 +00:00
wangyu
b1a4b08a7e
[CI/Build] Skip L2/L3 CI for pytest skip-mark changes ( #4422 )
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Signed-off-by: wangyu <410167048@qq.com >
2026-06-15 22:21:13 +08:00
WeiQing Chen
3c62c53f59
Update WeChat QR code ( #4431 )
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Signed-off-by: David Chen <530634352@qq.com >
2026-06-15 15:52:22 +08:00
Guanzhe (Leo) Huang
c9d5545b52
[Doc] validate Cosmos3-Nano online FP8 ( #4393 )
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Signed-off-by: leohuang257 <masugchds@gmail.com >
2026-06-15 03:36:19 +00:00
Zhou Taichang
7b837944a1
[Rebase] Rebase to vllm 0.23.0 ( #4286 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-06-13 16:43:02 +00:00
Chendi.Xue
a9ee92ddec
[XPU] update Dreamzero to support any HW ( #4399 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
2026-06-13 15:32:39 +00:00
wangyu and Hongsheng Liu
54a9d241c0
[CI] Diff-gate L2/L3 E2E jobs and migrate single-GPU tests to gpu_1_queue ( #4365 )
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Signed-off-by: wangyu <410167048@qq.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-12 19:05:43 +08:00
Chendi.Xue
3fe3aa359b
[XPU][COSMOS3] removing cuda hardcode and make VLLM_VIDEO_SYNC_TIMEOUT a tunable config ( #4360 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
2026-06-12 04:55:07 +00:00
152343d5fb
Feat: non_streaming_mode for Qwen3-TTS Base Models During Online Inference ( #4198 )
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Signed-off-by: nagisa-kun <1434936049@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Sy03 <1370724210@qq.com >
2026-06-11 22:15:05 +00:00
Chendi.Xue and Hongsheng Liu
5414f78e5f
[WAN2.2-S2V] Add server API for image + audio ( #3394 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-11 18:50:03 +08:00
Hongsheng Liu
3529b8280d
[Doc] Clean up PR template ( #4336 )
2026-06-11 15:49:22 +08:00
wangyu
0d3c259a76
[CI] skip unrelated L2 ready tests via diff-aware upload, aligned L3 tweak and fix issue 4334 ( #4313 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com >
2026-06-11 12:58:40 +08:00
zhumingjue138
18e083e512
[Docs] add doc for failure mode ( #3926 )
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Signed-off-by: zhumingjue <zhumingjue@huawei.com >
2026-06-11 10:36:34 +08:00
wangyu
1b2ab23586
[Test] Automatically clean up audio files generated from requests, and realtime invalid-param coverage ( #4294 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: [Your Name] <your.email@example.com >
2026-06-11 05:57:57 +08:00
akshatvishu and Hongsheng Liu
2fa4c7a4a9
[Model] Add Ming-omni-tts dense 0.5B pipeline ( #2906 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-10 20:11:04 +08:00
e1b0b83238
add moriio transfer engine ( #1742 )
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Signed-off-by: inkcherry <mingzhi.liu@amd.com >
Signed-off-by: zejwang <zejwang@amd.com >
Signed-off-by: junkang1991 <junkangchow@gmail.com >
Signed-off-by: Zejian Wang <zejianwang@sjtu.edu.cn >
Co-authored-by: zejwang <zejwang@amd.com >
Co-authored-by: junkang1991 <junkangchow@gmail.com >
Co-authored-by: Zejian Wang <zejianwang@sjtu.edu.cn >
Co-authored-by: Zejian Wang <Zejian.Wang@amd.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-06-10 08:37:33 +08:00
Mu GuanLin
bf03413c36
[Feat] Add vae-decode-parallel for LTX-2.3 ( #4277 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-06-09 13:14:16 +00:00
5de3b11822
docs: update README and supported models for v0.22.0 release ( #4233 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
2026-06-09 14:39:19 +08:00
Alex Brooks
7dcbeaea03
[Core] Cleanup DiffusersPipelineLoader ( #1932 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-09 11:55:32 +08:00
b8f68174ad
[Refactor] Remove dead legacy pipeline.yaml loader and duplicate diff… ( #4023 )
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Signed-off-by: dph97 <nenbaying@163.com >
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
Co-authored-by: zhuhonghan <z00806815@china.huawei.com >
2026-06-09 07:34:35 +08:00
SYLAR
b5352a5869
[Quant][Perf] Default Blackwell FP8 GEMM to quack CuteDSL fused-bias kernel ( #4241 )
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Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com >
2026-06-08 19:44:20 +00:00
MaciejBalaNV
2f25195750
Cosmos3 video to video generation ( #4266 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
2026-06-09 03:04:05 +08:00
Mu GuanLin
13f9ecaef8
[Perf] Keep LTX2.3 auxiliary modules resident by default ( #4144 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-06-08 19:15:06 +08:00
Hongsheng Liu and Claude Opus 4.7
72cc496fb6
[Doc] Add precheck-pr Claude Code skill ( #4216 )
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Signed-off-by: hsliu <liuhongsheng4@huawei.com >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
2026-06-08 16:41:33 +08:00
WeiQing Chen
5f1a876cbd
[skip ci] docs: update WeChat QR code ( #4242 )
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Signed-off-by: David Chen <530634352@qq.com >
2026-06-08 12:36:09 +08:00
Lokesh
176b00538c
[Model] Support languages added by fine-tuned Qwen3-TTS checkpoints ( #4210 )
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Signed-off-by: lokesh <lokesh.v9911@gmail.com >
2026-06-07 10:10:40 -06:00
Gao Han
963ba1ab7a
[CI] Revert "[Feature] gen-only FP8 Quantization Support for SenseNova-U1" ( #4196 )
2026-06-06 08:39:10 +08:00
Guanzhe (Leo) Huang
b63b36ded3
[Feature] gen-only FP8 Quantization Support for SenseNova-U1 ( #3943 )
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Signed-off-by: leohuang257 <masugchds@gmail.com >
2026-06-05 02:51:11 +00:00
Chendi.Xue and Mengkejiergeli Ba
31f882935d
[XPU][S2V] Optimize Wan2.2 S2V: RoPE refactor + cache_dit enabling ( #4062 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
Co-authored-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com >
2026-06-05 06:20:16 +08:00
ZacheryAU
bfc7cedcf1
Benchmark data statistics for each stage of omni models ( #3628 )
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Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com >
2026-06-04 21:43:35 +08:00
706bad253d
Add Cosmos3 action modality ( #4102 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: Maciej Bala <mbala@nvidia.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-06-03 19:30:39 +00:00
40b2959183
Add Cosmos3 sound generation ( #4073 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-06-03 00:51:44 +00:00
bdfc77147d
[Diffusion] DreamZero world model integration with CFG parallel + OpenPI serving ( #2162 )
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Signed-off-by: Meng <meng_chen99@163.com >
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com >
Signed-off-by: Suli Wang <50828270+wsl2000@users.noreply.github.com >
Co-authored-by: Meng <meng_chen99@163.com >
Co-authored-by: Suli Wang <50828270+wsl2000@users.noreply.github.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-02 19:50:20 +00:00
rein yang and Hongsheng Liu
3a7c7f1422
[Bugfix] fix qwen3-omni performance regression ( #3575 )
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Signed-off-by: rein yang <ruiruyang2@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-02 23:02:07 +08:00
Alex Brooks
12e75c6618
[Core] Integrate TrackingArgumentParser ( #3369 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-02 21:56:24 +08:00
bc794e625f
Add Cosmos3 model support ( #3454 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: MaciejBalaNV <mbala@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-06-02 04:04:31 +08:00
Yueqian Lin and Hongsheng Liu
c067485030
[Perf][TTS] Bounded-K active-stream window for Stage 1 (RFC #3535 ) ( #3592 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-01 21:59:10 +08:00
LHXuuu and vraiti
41a795b5d6
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* ( #3576 )
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Signed-off-by: vraiti <vraiti@redhat.com >
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com >
Co-authored-by: vraiti <vraiti@redhat.com >
2026-06-01 20:20:48 +08:00
9afdab4939
[Feat]upgrade vllm version [skip-ci] ( #4022 )
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Signed-off-by: rongfu.leng <lenronfu@gmail.com >
Co-authored-by: tzhouam <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
2026-06-01 12:08:10 +08:00
+1
f92d84fcf9
[Rebase] Rebase to vllm releases/v0.22.0 ( #3891 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Signed-off-by: ZhengWG <zwg0606@gmail.com >
Signed-off-by: david6666666 <530634352@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Signed-off-by: nainiu258 <cperfect02@163.com >
Signed-off-by: nainiu258 <101917677+nainiu258@users.noreply.github.com >
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn >
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
Co-authored-by: skf <54565339+skf-1999@users.noreply.github.com >
Co-authored-by: Zheng Wengang <zwg0606@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: nainiu258 <101917677+nainiu258@users.noreply.github.com >
Co-authored-by: Jason <72191212+JasonJ2021@users.noreply.github.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-06-01 11:08:12 +08:00
d4c139508f
[Feature] Add precomputed custom voices and Qwen3-TTS ref-context cache ( #3492 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Dan250124 <416947747@qq.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-05-31 17:51:24 +00:00