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Author SHA1 Message Date
Hongsheng Liu 1c3d59796f [Diffusion] Document DLO mmap model opt-in 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-15 06:57:38 +08:00
Hongsheng Liu 76e257b0f3 [Diffusion] Address rank-local mmap review feedback 
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 
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
zhengjiaandCursor 5d50bdc2ab [Perf] Cap diffusion worker thread count before spawn (#6165) 
Signed-off-by: zjli2013 <leezhengjiang@126.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-14 12:14:55 +08:00
Samit 8a5bf2fb3f [doc]: Update latest news section for verl-omni release (#6187) 
Signed-off-by: Samit <285365963@qq.com>
 2026-08-14 12:04:15 +08:00
Bo Lilishunyang12Claude Opus 5
 		596c16a550 [Kernel] Fuse Q/K RMSNorm and RoPE (#5990) 
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) 
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) 
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) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-08-14 00:13:14 +08:00
Yukim1andHongsheng Liu 4b66f62e10 [Refactor] Remove internal stage_configs_path plumbing (#5741) 
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
Weiming Liao f41451f64c [NPU] Upgrade to v0.27.0 (#6096) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-08-13 20:01:01 +08:00
Hongsheng Liu bbe6ccc512 [Doc] Refresh community documentation (#6141) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-13 17:04:06 +08:00
Canlin Guo bbb709cfb5 [BugFix] Use MOSS-TTS-Local official sample params (#6156) 
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-08-13 08:56:26 +00:00
vraitiandClaude Opus 4.6 c98517ce7f [Metrics] Add Diffusion Metrics (#4755) 
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
NATUREandAlicia d77a35a32b [Bugfix] Scope Bagel FP8 config to diffusion stage (#6085) 
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
liwenerandamy-why-3459 877beeaa49 [Perf][MiniCPM-O-4.5]Add CUDA Graph For CFM DiT estimator (#6082) 
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) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-13 08:42:37 +08:00
Hongsheng Liu c57178c0e1 [Dependency] Upgrade Cache-DiT to 1.5.0 (#6065) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-13 08:41:59 +08:00
mjZhaoElaineandClaude Opus 5 9a59475015 [CI/Build] Fix ReadTheDocs build under RTD's seeded pip 23.1 (#6129) 
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-08-13 06:52:01 +08:00
Nick Cao 12f8168179 [Tests] Enable tiny model testing for Qwen-Image Edit and EditPlus (#5656) 
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) 
Signed-off-by: HaningZS <resossr0v0@gmail.com>
 2026-08-12 15:20:12 -04:00
Juan Pablo ZuluagaandYueqian Lin 5358f5db01 [Perf][TTS] omnivoice hot path: D2H batching, mask caching, cached text embeddings (#5174) 
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-08-12 17:15:35 +00:00
MaciejBalaNV e677360168 Add cosmos-guardrail dependency and update error message (#6107) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-08-12 17:04:07 +00:00
Juan Pablo ZuluagaandYueqian Lin 208c6776a8 [Perf][TTS] glm_tts: hoist loop-invariant text embed, RoPE, mask and CFG batch out of Euler loop (#5068) 
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-08-12 17:02:02 +00:00
Shi Boao Bowie汪志鹏ruirui yangamy-why-3459Gao HanHongsheng Liu
 		fcf1085395 [Refactor][OutputProcessor 2/8]: OmniRequestOutput should inherit RequestOutput and no nested wrap-up (#5146) 
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 LiandHongsheng Liu 38a2500bdf [Perf] MiniMax H3 Qwen3-VL support fused RMSNorm on NPU (#5915) 
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) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-12 18:36:31 +08:00
wangyuandHongsheng Liu 31384cb39c [CI/Build] Add nightly DockerHub publish and cleanup to release pipeline (#6048) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: [Your Name] [Your Email]
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 17:30:55 +08:00
Yuekai ZhangandClaude Fable 5 5be7541d01 [Model] Support NVIDIA-NemotronLabs-VoiceChat-11B offline speech-to-speech (#5842) 
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
王金旭xuruiClaude Opus 4.8
 		9b0df3909a [Feature] timestamps for TTS via a forced-aligner pooling (#4795) 
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
Hongsheng Liu a15b5b4bcd [CI/Build] Add examples policy to PR skills (#6046) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 11:37:34 +08:00
Hongsheng Liu 3c3989ed04 docs: align quantization overview with navigation (#6074) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 11:37:01 +08:00
Rahul SteigerandRahul Steiger 854bff7fe5 [Bugfix] Fix Wan spatial reshard boundary (#6062) 
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) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-12 11:32:36 +08:00
zzh bdb1d996be [Bugfix] Fix HunyuanImage3 accuracy test (#5981) 
Signed-off-by: zzh <943967662@qq.com>
 2026-08-12 02:40:05 +00:00
Hongsheng Liu 8b0a6779d4 [Misc] Build canonical image task prompts (#6049) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 08:30:34 +08:00
Sy03andYueqian Lin 58007c0084 [New Model] Support IndexTTS 2.5 (#5957) 
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
Hongsheng Liu 1ff2753469 docs: align User Guide feature taxonomy (#6045) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 00:20:56 +08:00
SYLAR 4697bd1be0 [Docs] Add MiniMax-H3 recipe for RTX PRO 5000 (#5857) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-11 23:53:58 +08:00
Zhou TaichangandClaude Opus 5 2ce15ab7a0 [Rebase] Rebase to vllm 0.27.0 (#5976) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
v0.27.0rc1 		2026-08-11 15:23:46 +00:00
Nick Cao 584d78c673 [Test] Add tiny model builder for FluxKontextPipeline (#5823) 
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) 
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) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-11 21:11:39 +08:00
R0CKSTAR 22dd96ec5c [Hardware][MUSA] Complete Omni platform interfaces (#6058) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-08-11 12:46:42 +00:00
R0CKSTARHongsheng Liuamy-why-3459
 		e04210d690 [Hardware][MUSA] Enable Qwen3-Omni ModelOpt FP8 inference (#5671) 
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
KristofferDidan DengHongsheng Liu
 		4ab1b4ff9c [Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path (#4645) 
Signed-off-by: kTorp <Kristoffer.Torp@amd.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 15:31:02 +08:00
WeiyanDidan DengHongsheng Liu
 		06e733d3cd [Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support (#4099) 
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 fuyinandHongsheng Liu af3faa6c1e [Diffusion] Add Worker contracts and RPC plumbing for Scheduler-managed paged KV cache (#5550) 
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
Ruirui Yang | Reinpsv666Cursoramy-why-3459
 		322600bfb2 [CI][MiniCPM-o] Add MiniCPM-o 4.5 accuracy and performance coverage (#5524) 
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
Hongsheng Liu c4a14091c9 [Doc] Explain repository skills for agentic contributions (#6029) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-11 14:18:41 +08:00