Hongsheng Liu
76e257b0f3
[Diffusion] Address rank-local mmap review feedback
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 17:12:05 +08:00
Hongsheng Liu
2956af1e9d
[Diffusion] Add rank-local mmap storage for DLO
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Decouple node-local checkpoint storage from the DLO AllGather transfer protocol. Compatible rank-local workers retain shared file-backed sources and stream complete blocks through bounded staging without changing request scheduling.
Refs #6195
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 14:38:06 +08:00
596c16a550
[Kernel] Fuse Q/K RMSNorm and RoPE ( #5990 )
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Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: Claude Opus 5 <noreply@anthropic.com >
2026-08-14 00:46:59 +00:00
Lucas(Ruijie)
90a08c0eda
[Model][TTS][WIP] Add dots.tts (rednote-hilab) — continuous-AR 48kHz TTS ( #4765 )
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Signed-off-by: Moore-Z <zhumoore9661996@gmail.com >
2026-08-13 17:58:33 +00:00
Sy03
dbc0dd6d85
[Bugfix][Higgs-Audio-V3] Disable XQA decode ( #6068 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Signed-off-by: Sysy <1370724210@qq.com >
2026-08-13 10:00:50 -07:00
Mu GuanLin
83d1f11449
[Feat] LTX Standard Two-Stage Pipeline ( #5500 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-08-14 00:13:14 +08:00
Yukim1 and Hongsheng Liu
4b66f62e10
[Refactor] Remove internal stage_configs_path plumbing ( #5741 )
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Signed-off-by: zwhzzz0821 <2831474076@qq.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-13 21:29:03 +08:00
vraiti and Claude Opus 4.6
c98517ce7f
[Metrics] Add Diffusion Metrics ( #4755 )
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Signed-off-by: vraiti <vraiti@redhat.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
2026-08-13 06:59:13 +00:00
NATURE and Alicia
d77a35a32b
[Bugfix] Scope Bagel FP8 config to diffusion stage ( #6085 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-08-13 11:23:47 +08:00
liwener and amy-why-3459
877beeaa49
[Perf][MiniCPM-O-4.5]Add CUDA Graph For CFM DiT estimator ( #6082 )
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Signed-off-by: liwener <liwener.c@gmail.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-13 09:36:17 +08:00
Hongsheng Liu
8b8d3f56db
[Misc] Consolidate LingBot text-to-video runner ( #6076 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-13 08:42:37 +08:00
Nick Cao
12f8168179
[Tests] Enable tiny model testing for Qwen-Image Edit and EditPlus ( #5656 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
2026-08-12 16:03:49 -04:00
Zhenghan Song
72a02b492a
[Bugfix] Fix diffusion TTS adapter lookup in speech serving ( #6121 )
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Signed-off-by: HaningZS <resossr0v0@gmail.com >
2026-08-12 15:20:12 -04:00
fcf1085395
[Refactor][OutputProcessor 2/8]: OmniRequestOutput should inherit RequestOutput and no nested wrap-up ( #5146 )
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Signed-off-by: Boao Shi <aoibosh@connect.hku.hk >
Signed-off-by: bowieshi <aoibosh@connect.hku.hk >
Signed-off-by: princepride <wangzhipeng628@gmail.com >
Signed-off-by: R2-Y <ruiruyang2@gmail.com >
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
Signed-off-by: Shi Boao Bowie <aoibosh@connect.hku.hk >
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com >
Co-authored-by: ruirui(rein) yang <73573651+R2-Y@users.noreply.github.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 22:58:23 +08:00
Wenjia Li and Hongsheng Liu
38a2500bdf
[Perf] MiniMax H3 Qwen3-VL support fused RMSNorm on NPU ( #5915 )
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Signed-off-by: Wenjia Li <wjialish@gmail.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 19:12:54 +08:00
amy-why-3459
7cd826d28c
[Bugfix][MiniCPM-o] Align Daily-Omni offline loading and duplex soft-… ( #6095 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-12 18:36:31 +08:00
Yuekai Zhang and Claude Fable 5
5be7541d01
[Model] Support NVIDIA-NemotronLabs-VoiceChat-11B offline speech-to-speech ( #5842 )
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Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com >
Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
2026-08-12 16:25:48 +08:00
9b0df3909a
[Feature] timestamps for TTS via a forced-aligner pooling ( #4795 )
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Signed-off-by: wjinxu <1299461899@qq.com >
Co-authored-by: xurui <xurui1@modelbest.onaliyun.com >
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-08-12 05:33:34 +00:00
Rahul Steiger and Rahul Steiger
854bff7fe5
[Bugfix] Fix Wan spatial reshard boundary ( #6062 )
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Signed-off-by: Rahul Steiger <rsteiger@nvl72d106-T18.cm.cluster >
Co-authored-by: Rahul Steiger <rsteiger@nvl72d106-T18.cm.cluster >
2026-08-12 11:36:24 +08:00
amy-why-3459
b792578d89
[CI][MiniCPM-o] Add MiniCPM-o 4.5 perf coverage to the ready gate ( #6079 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-12 11:32:36 +08:00
Hongsheng Liu
8b0a6779d4
[Misc] Build canonical image task prompts ( #6049 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 08:30:34 +08:00
Sy03 and Yueqian Lin
58007c0084
[New Model] Support IndexTTS 2.5 ( #5957 )
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Signed-off-by: Sysy <1370724210@qq.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-11 23:00:35 +00:00
Zhou Taichang and Claude Opus 5
2ce15ab7a0
[Rebase] Rebase to vllm 0.27.0 ( #5976 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-11 15:23:46 +00:00
Nick Cao
584d78c673
[Test] Add tiny model builder for FluxKontextPipeline ( #5823 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
2026-08-11 10:59:09 -04:00
Jerry Song
89015d5cad
[Feature]: Adds distilled LoRA support for diffusion models ( #2783 )
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Signed-off-by: Songrui625 <songrui625@gmail.com >
2026-08-11 14:23:43 +00:00
amy-why-3459
348cf95a89
[CI][MiniCPM-o] Align MiniCPM-o 4.5 online serving tests with minicpm… ( #6056 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-11 21:11:39 +08:00
e04210d690
[Hardware][MUSA] Enable Qwen3-Omni ModelOpt FP8 inference ( #5671 )
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Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-11 17:19:09 +08:00
06e733d3cd
[Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support ( #4099 )
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Signed-off-by: weiyan <weiyanlin117@gmail.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 15:17:17 +08:00
Wang fuyin and Hongsheng Liu
af3faa6c1e
[Diffusion] Add Worker contracts and RPC plumbing for Scheduler-managed paged KV cache ( #5550 )
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Signed-off-by: Acerak01-fy <wfy2003324@163.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 14:55:42 +08:00
322600bfb2
[CI][MiniCPM-o] Add MiniCPM-o 4.5 accuracy and performance coverage ( #5524 )
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Signed-off-by: R2-Y <ruiruyang2@gmail.com >
Signed-off-by: psv666 <2693925048@qq.com >
Co-authored-by: psv666 <2693925048@qq.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-11 14:53:49 +08:00
Zhou248
f97af75d1d
[Model] Batch MiniCPM-o Talker codec sampling ( #5792 )
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Signed-off-by: Zhou248 <62542847+Zhou248@users.noreply.github.com >
2026-08-11 14:05:02 +08:00
Zijun Huang and WeiQing Chen
1a56953d7a
[NPU][Model] Add distilled 4-step sigma schedule support for MiniMax H3 t2va ( #5991 )
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Signed-off-by: Zijun Huang <zijunhua@usc.edu >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
2026-08-11 13:46:10 +08:00
WeiQing Chen
1f65814fab
[CI] Align MiniMax H3 Ref2VA inputs and add I2VA/Ref2VA accuracy coverage ( #5978 )
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Signed-off-by: david6666666 <530634352@qq.com >
2026-08-11 13:36:37 +08:00
boatman and Yueqian Lin
4f9b65074d
[Perf][Qwen3-TTS]Cached Incremental Decode ( #5202 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-11 05:24:04 +00:00
Juan Pablo Zuluaga and Yueqian Lin
53afbf3a0c
[Perf][TTS] voxtral_tts hot path: cudagraph opt-out, host-sync removal, kernel caches ( #5175 )
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Signed-off-by: JuanPZuluaga <juanz9312@gmail.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-10 21:03:32 -07:00
ee118ab492
[Bugfix] Per-replica fault isolation: keep API server alive on single-stage death ( #4285 ) ( #4583 )
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Signed-off-by: Shenglei Fu <sfu@confluent.io >
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com >
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-10 23:00:18 -04:00
fan2956 and Fan
c27623c29c
[Bugfix] rainfusion support all shape video ( #6000 )
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Signed-off-by: Fan <fan@FandeMacBook-Air.local >
Co-authored-by: Fan <fan@FandeMacBook-Air.local >
2026-08-11 05:10:50 +08:00
ooooooye and Hongsheng Liu
422d8fd8f9
[Bugfix][Diffusion] Restore supports_packed_mask_free on teacache FakeBackend ( #5997 )
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Signed-off-by: brandneway <gyuan4892@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 22:20:37 +08:00
ooooooye
740f45abcd
[Perf][Diffusion] MiniMax-H3: opt into packed varlen attention on NPU to eliminate quadratic mask materialization ( #5891 )
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Signed-off-by: brandneway <gyuan4892@gmail.com >
2026-08-10 19:47:03 +08:00
Hongsheng Liu
ae811043e9
docs: keep shared task examples in navigation ( #5987 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 19:13:52 +08:00
R0CKSTAR
636d44e272
[Perf][MUSA] Restore MiniMax-H3 dynamic RoPE fusion ( #5881 )
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Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
2026-08-10 17:24:46 +08:00
Hongsheng Liu
b98b7c8529
[Docs] Preserve generated quantization URLs and link recipes in supported models ( #5969 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 15:45:50 +08:00
bjf-frz and Alicia
1ee2fff532
Update Wan2.2 I2V performance baselines ( #5977 )
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Signed-off-by: bjf-frz <frz123db@gmail.com >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-08-10 15:24:59 +08:00
Zeyu Huang | 黃澤宇 and Hongsheng Liu
33dd9a5a3e
[Core][Refactor][Diffusion] refactor request scheduler's admission wait policy ( #5843 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 15:06:27 +08:00
c588208cc6
[bugfix] Support lora request for non diffusion model ( #5374 )
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Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com >
Co-authored-by: Samit <285365963@qq.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 11:27:51 +08:00
wangyu and amy-why-3459
e28bf8ff8b
[CI] Re-enable bagel shared-memory connector test ( #5475 ) ( #5898 )
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Signed-off-by: wangyu <410167048@qq.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-10 11:26:10 +08:00
wtz2333 and Claude
36135ef09a
[diffusion][feature] Add LingBot-Video T2I and TI2V generation modes ( #5311 )
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Signed-off-by: wtz2333 <2955110911@qq.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-08-10 10:02:31 +08:00
boatman
11f633aa83
[Refactor] Add Ming Flash Omni TTS adapter ( #5746 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
2026-08-10 01:47:09 +00:00
6ae7ff7846
[Diffusion] Prepare HunyuanImage3 for Scheduler-managed paged KV cache ( #5541 )
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Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com >
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 08:48:56 +08:00
Diya Peng and lishunyang12
45629a8e26
[MiniMax-H3] TeaCache support and Cache-DiT validation ( #5840 )
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Signed-off-by: dpeng123 <diyapeng123@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-08-09 15:07:21 +00:00