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dev/migrate-MR-v2 history (10 merge commits + superseded pre-rebase work)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
cead615288
[Bugfix][Qwen3-Omni] Fix Code2Wav CUDA-graph output length surplus ( #4466 ) ( #4525 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Sy03 <1370724210@qq.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-19 23:58:45 -07:00
Zhengyuan Su (苏政渊)
17cf60a63d
[Bugfix] Align vLLM Omni Request input signature with vLLM. ( #4568 )
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Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu >
2026-06-20 04:25:43 +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
TJian
e70822ed54
[ROCm] [CI] Fix diffusion test ( #4574 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-06-20 08:31:39 +08:00
Alex Brooks
6ff246bf3c
[Cache Refactor 1/N] Simplify CacheDiT Integration ( #2527 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-20 08:30:44 +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
Kwokho Tsui and Kwokho Tsui
7e152ca64b
[Bugfix] Fix HSDP + FP8 online quantization compatibility ( #4494 )
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Signed-off-by: Kwokho Tsui <kh_tsui@163.com >
Co-authored-by: Kwokho Tsui <kh_tsui@163.com >
2026-06-19 15:06:27 +08:00
amy-why-3459
f05e03aea8
[Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. ( #4213 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-19 14:24:37 +08:00
yangyonggit
63ba11b8b1
[Perf] Stacked audio ops: batched matmul and embedding gather in MOSS-TTS talker ( #4230 )
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Signed-off-by: leo.yang <leo.yang.engineer@gmail.com >
2026-06-19 00:38:32 +00:00
yangyonggit and Yueqian Lin
1228a109f0
[Bugfix] MOSS-TTS: fix cross-request audio corruption under batching ( #4415 )
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Signed-off-by: leo.yang <leo.yang.engineer@gmail.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-06-18 18:11:51 +00:00
Honghan Zhu
8f28b969e9
[Feat] DreamZero fix tp & cross attn cache ( #4154 )
2026-06-18 10:57:04 +00:00
zhumingjue138
2d2258890b
[CI] skip ci for issue 4537 ( #4538 )
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Signed-off-by: zhumingjue <zhumingjue@huawei.com >
2026-06-18 17:53:34 +08:00
f75c437a60
[Refactor]Base class for dit pipelines with unified parameter declaration[1/N] ( #4225 )
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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
Alicia
db8bc2c71d
Update VoxCPM and Qwen3TTS perf baseline. ( #4521 )
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Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-06-18 16:56:13 +08:00
bjf-frz
14d70d9870
[Perf]Enable regional compile for Cosmos3 HSDP blocks ( #4485 )
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Signed-off-by: bjf-frz <frz123db@gmail.com >
2026-06-18 16:54:05 +08:00
77d395150b
Remove unregister_vllm_metrics no-op patch ( #4396 )
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Signed-off-by: vraiti <vraiti@redhat.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-06-18 10:13:49 +08:00
汪志鹏
f195e44bc1
[BugFix]: Fix Bagel generate_image denoising schedule ( #4509 )
2026-06-18 02:02:38 +00:00
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
NumberWan and lishunyang12
d744940b18
Refactor: extract OmniStreamingVideoHandler base and QwenOmniStreamingVideoHandler ( #4424 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
Signed-off-by: lishunyang12 <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: lishunyang12 <125541396+lishunyang12@users.noreply.github.com >
2026-06-17 15:07:45 +00:00
Nick Cao and Claude
e957d16f8d
[Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery ( #3076 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-06-17 21:33:06 +08:00
akshatvishu
d78a92ec54
[bugfix] Shim PreTrainedModel._tp_plan to fix MOSS-TTS-Nano load crash ( #4398 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-06-17 17:17:03 +08:00
64a5bb92de
[Refactor] Omni Stage Runtime and Distributed Replica Control Plane ( #3855 )
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Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Chenguang ZHENG <645327136@qq.com >
2026-06-17 14:13:20 +08:00
NATURE and Alicia
83e3b129f0
[Bugfix] Fix missing memory metrics info for bagel (ar->dit diffusion) ( #4477 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-06-17 14:06:14 +08:00
1761253005
[CI] Update perf json baselines ( #4289 )
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Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com >
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
Signed-off-by: herotai214 <herotai214@gmail.com >
Signed-off-by: bjf-frz <frz123db@gmail.com >
Signed-off-by: dengyunyang <584797741@qq.com >
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
Signed-off-by: NumberWan <wantszkin2003@gmail.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
Co-authored-by: herotai214 <herotai214@gmail.com >
Co-authored-by: bjf-frz <frz123db@gmail.com >
Co-authored-by: dengyunyang <584797741@qq.com >
Co-authored-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: CHEN <116010019@link.cuhk.edu.cn >
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com >
Co-authored-by: NumberWan <wantszkin2003@gmail.com >
2026-06-17 14:02:50 +08:00
amy-why-3459
d897852258
[BugFix] Fix the issue of incorrect generated tokens ( #4461 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-17 02:31:48 +00:00
f200e988a6
[fix bug] add default limit for image generation ( #3381 )
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Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: lishunyang <lishunyang12@163.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com >
2026-06-16 22:54:26 +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
Samit
5f5b77aa9c
[BugFix][Qwen-Image] align txt_seq_lens RoPE width with padded embeds ( #4474 )
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Signed-off-by: samithuang <285365963@qq.com >
2026-06-16 19:09:25 +08:00
TJian
5cce797c03
[Bugfix] [CI] [ROCm] [CUDA] Fix voxtral test ( #4380 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-06-16 16:39:23 +08:00
akshatvishu
d8a72be206
fix(models): remove invalid sampling_metadata parameter from logits_processor ( #4456 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-06-16 14:41:40 +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
dengyunyang
a86c333c7e
[Perf][HunyuanImage] remove sync logic ( #4401 )
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Signed-off-by: dengyunyang <584797741@qq.com >
2026-06-16 05:28:51 +08:00
Hongsheng Liu
aff0af9754
[Refactor] Extract diffusion output formatting boundary ( #4407 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-06-15 22:50:50 +08:00
Yuzhu Dong
e2e79177db
Support DROID policy server for Cosmos3 OpenPI ( #4282 )
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Signed-off-by: yuzhud <yuzhudong@gmail.com >
2026-06-15 21:22:59 +08:00
ae937320ff
[Feature] Add HunyuanImage3 DiT grouped step batching ( #4041 )
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Signed-off-by: TaffyOfficial <2324465096@qq.com >
Signed-off-by: zuiho <2324465096@qq.com >
Co-authored-by: TaffyOfficial <2324465096@qq.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-15 20:36:41 +08:00
Yueqian Lin
a693ae67f6
[Bugfix] Qwen3-TTS: trim reference audio in no_async_chunk voice clone ( #4429 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-06-15 18:00:03 +08:00
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
Hongsheng Liu
fa94f41807
[Bugfix] Surface all-rank diffusion RPC failures ( #4403 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-06-13 15:42:16 +08:00
Yueqian Lin
d75a6433b4
[Refactor] TTS serving adapter framework + migrate TTS models (excl. ming_flash_omni) ( #4330 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-06-13 04:22:54 +00:00
akshatvishu
d4f2a49a68
[Bugfix] Ming-omni-tts: generalize dict checks to Mapping ( #4397 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-06-13 09:37:57 +08:00
9bc8705c98
[New Model] Step-Audio2 ( #464 )
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Signed-off-by: linyueqian <linyueqian@outlook.com >
Signed-off-by: wuli666 <djjpro975@gmail.com >
Co-authored-by: linyueqian <linyueqian@outlook.com >
Co-authored-by: wuli666 <djjpro975@gmail.com >
2026-06-13 01:00:33 +00:00
1733831f78
[Bugfix] Fix cross-request codes.ref leak in Qwen3-TTS make_omni_output ( #4373 )
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Signed-off-by: jjw <m@jjw.in >
Co-authored-by: jjw <m@jjw.in >
Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-06-13 00:41:49 +00:00
Joni Juvonen and Hongsheng Liu
20b7a67b0d
[Perf][Wan2.2] Skip attention mask for zero-padded SP sequences to avoid varlen path ( #3763 )
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Signed-off-by: jjuvonen-amd <joni.juvonen@amd.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-13 07:50:39 +08:00
wangyu
9577ccba50
[CI] skip MOSS-TTS-Nano E2E tests pending issue#4361 ( #4391 )
2026-06-13 00:07:57 +08:00
zyz111222 and Canlin Guo
6de0ca36bb
[Hardware][Ascend] Adapt Qwen3 TTS for 310P ( #4283 )
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Signed-off-by: zouyizhou <zouyizhou@huawei.com >
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com >
2026-06-12 09:39:21 +00:00
ChenWenjing
293396737d
[ci]skip voxcpm2 pcm hnr test ( #4375 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
2026-06-12 17:14:33 +08:00
8f869c8ea5
[Refactor] Output Processor Phase 2: separate multimodal output channel ( #1601 ) ( #2744 )
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Signed-off-by: Megha Agarwal <agarwalmegha1308@gmail.com >
Signed-off-by: meghaagr13 <divyanshsinghvi@gmail.com >
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk >
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: meghaagr13 <divyanshsinghvi@gmail.com >
Co-authored-by: Boao Shi <aoibosh@connect.hku.hk >
Co-authored-by: Taichang Zhou <tzhouam@connect.ust.hk >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-06-12 15:19:14 +08:00
Ting FU
1be1a71156
[Model] Add more resolution support for HunyuanImage3.0 ( #4004 )
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Signed-off-by: Semmer <semmer@live.cn >
2026-06-12 14:44:00 +08:00
yangyonggit
a3834e32cf
feat(moss-tts): add CUDA Graph support for codec decoder ( #4157 )
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Signed-off-by: leo.yang <leo.yang.engineer@gmail.com >
2026-06-11 22:17:31 +00:00