Hongsheng Liu
f1abb13958
[Diffusion] Register runtime cache for direct DLO H2D
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Avoid recurrent mmap-to-pinned packing in no-AllGather DLO by registering transform-complete runtime-cache mappings under an explicit per-worker budget. Copy mapped tensors directly into the rotating device buffers while preserving bounded-staging fallback and ordered shutdown cleanup.
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-17 11:50:32 +08:00
Hongsheng Liu
99347e1ba7
[Diffusion] Tighten runtime cache compatibility guards
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 23:26:25 +08:00
Hongsheng Liu
db86a6a078
[Diffusion] Add node-local runtime weight cache for DLO
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 23:15:48 +08:00
Yukim1 and Hongsheng Liu
baba7d1e2e
[Refactor] Remove legacy stage_args YAML loader ( #6200 )
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Signed-off-by: zwhzzz0821 <2831474076@qq.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 11:22:28 +08:00
Hongsheng Liu
9d2bb23ff6
[Diffusion] Add loader-owned host-weight plans for DLO (TP=1) ( #6213 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 11:02:38 +08:00
3875f8ded4
[Core] Add realtime AR-Diffusion tick sessions for LingBot World 2.0 ( #5491 )
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Signed-off-by: zhangbin.327 <zhangbin.327@bytedance.com >
Signed-off-by: Jack47 <scsvip@gmail.com >
Co-authored-by: zhangbin.327 <zhangbin.327@bytedance.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 09:11:20 +08:00
Anurag
68bf8c2c42
[Bugfix] Prevent DiffusionResultPump crash on cancelled futures ( #5793 ) ( #5983 )
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Signed-off-by: ANURAG KANADE <anuragkanade6@gmail.com >
2026-08-15 16:19:45 +00:00
hurukawa
2a315e1a2d
[Perf] Support request-level batching for Wan2.2 pipelines ( #5676 )
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Signed-off-by: nagisa-kun <1434936049@qq.com >
Signed-off-by: nagisa <1434936049@qq.com >
2026-08-15 23:58:36 +08:00
SYLAR and Hongsheng Liu
d1e230c95b
[Diffusion][Quantization] Enable MiniMax-H3 global FP8 with DLO ( #5910 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-15 23:01:26 +08:00
m0g3r
09b6a1604a
[Bugfix] Restore per-stage runtime env during launch ( #6214 )
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Signed-off-by: m0g3r <87276771+m0g3r@users.noreply.github.com >
2026-08-15 13:00:27 +00:00
Yueqian Lin
555336e887
[CI] Refresh Voxtral-4B-TTS perf baselines from a clean window ( #6032 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-08-15 11:51:56 +00:00
Samit
136cb27b05
[Bugfix] Fix lost async diffusion outputs in request-level batching ( #6023 )
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Signed-off-by: samithuang <285365963@qq.com >
2026-08-15 18:27:51 +08:00
SYLAR
ce6ab0ca46
[Model] Add LTX-2.5 support ( #6070 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
2026-08-15 18:27:23 +08:00
NumberWan
f39b8684eb
[BugFix][Nightly CI] Adjust Qwen-Image accuracy thresholds for stable FA-deterministic mode ( #5963 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
2026-08-15 09:38:30 +00:00
MrlixiangWE
e57574ae29
[Bugfix] Carry ec_transfer_params and num_cache_creation_tokens on OmniRequestOutput ( #6152 )
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Signed-off-by: MrlixiangWE <mrdanaer@gmail.com >
2026-08-15 08:37:27 +00:00
7b76b6446d
[Model][Performance] Optimize MiniMax-H3 strict Ulysses boundaries ( #6173 )
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Signed-off-by: mokashliu <mokashliu@tencent.com >
Co-authored-by: mokashliu <mokashliu@tencent.com >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
2026-08-15 16:27:52 +08:00
a70d4d4b3c
[codex] Fix diffusion worker timeout for large broadcast payloads ( #4845 )
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Signed-off-by: jiangweifeng.dev <jiangweifeng.dev@bytedance.com >
Co-authored-by: jiangweifeng.dev <jiangweifeng.dev@bytedance.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-15 16:03:04 +08:00
Ma1oneZhang
6f36fd3b78
[Bugfix] Preserve object storage URIs during model resolution ( #5036 )
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Signed-off-by: Ziyang Zhang <hafuhafu@qq.com >
2026-08-15 14:11:48 +08:00
35cacf020c
[Model] Add Gepard-1.0 native-AR FSQ/NanoCodec TTS (offline inference) ( #5666 )
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Signed-off-by: Mengjie Zhao <zmj0129@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-14 22:06:05 -07:00
wangyu
d671e6b0db
[CI] Expand E2E source_file_dependencies for shared model code ( #5994 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com >
2026-08-15 12:01:20 +08:00
MrlixiangWE
b95c73742d
[Bugfix] Stop reading the removed OmniRequestOutput.request_output accessor ( #6172 )
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Signed-off-by: MrlixiangWE <mrdanaer@gmail.com >
2026-08-15 07:07:28 +08:00
Alex Brooks
fe54ecc388
[Frontend] Loosen Validation for TTS Models with No Uploaded Speakers ( #5878 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-08-14 17:05:11 -06:00
Wenjia Li
8ecd1f6d5c
[Perf][NPU] Fuse MiniMax H3 Qwen3-VL SwiGLU ( #6167 )
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Signed-off-by: Wenjia Li <wjialish@gmail.com >
2026-08-14 11:47:17 +00:00
Wenjia Li
ffd11c181e
[Perf][NPU] Fuse MiniMax H3 Qwen3-VL RoPE ( #6061 )
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Signed-off-by: Wenjia Li <wjialish@gmail.com >
2026-08-14 09:49:26 +00:00
R0CKSTAR
022d7a7695
[Perf][Diffusion] Avoid redundant MiniMax-H3 reference video scans ( #6064 )
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Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
2026-08-14 15:49:26 +08:00
baonudesifeizhai
b300f66656
[Bugfix] Fix HSDP compatibility with the new online FP8 linear method ( #5677 )
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Signed-off-by: roG0d <baonudesifeizhai@gmail.com >
2026-08-14 15:45:55 +08:00
TJian and Hongsheng Liu
bc73546c06
[ROCm] [CI] Migrate CI to mi300x for v0.27.x ( #5886 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
Signed-off-by: TJian <tunjian.tan@embeddedllm.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 15:38:47 +08:00
2b08419d8b
[CI] Per-model, per-entry-mode code coverage collection ( #5593 )
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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 Sonnet 5 <noreply@anthropic.com >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 15:36:56 +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