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9678ae58cf5722ceef1f4dfc1b1ebaca5bb9632f
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61 Commits
Author SHA1 Message Date
Taichang ZhouandClaude Opus 4.8 9678ae58cf [MR V2] Migrate to Model Runner V2 
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dev/migrate-MR-v2 history (10 merge commits + superseded pre-rebase work)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
NATUREandAlicia 83e3b129f0 [Bugfix] Fix missing memory metrics info for bagel (ar->dit diffusion) (#4477) 
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
汪志鹏Yufeng ZhuZhengyuan SuClaude Opus 4.6Cursor
 		46e0b71423 [Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation (#3960) 
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
Sy03Yueqian LinHongsheng Liu
 		e27fd46ab9 [Perf] Optimize Higgs Audio v3 serving (#4204) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-11 13:29:31 -07:00
Jianbao Huang 6cefe91370 [Perf] Enable fused RMSNorm for HunyuanImage3 (#3959) 2026-06-05 07:41:56 +00:00
Zhang JianandCanlin Guo b550709bba [TTS][Model] support MOSS-TTS series (#3420) 
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: jian <jianmusings@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
 2026-06-02 15:46:01 +08:00
+1
Zhou TaichangClaude Opus 4.7skfZheng WengangHongsheng LiuWeiQing ChenSYLARYueqian Linnainiu258JasonYueqian Lin
 		f92d84fcf9 [Rebase] Rebase to vllm releases/v0.22.0 (#3891) 
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
ChenWenjingandGao Han 834abdaf8b [ci][nightly] Voxcpm2 performance benchmark (#3864) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-05-29 09:44:29 +08:00
WeiQing ChenlishunyangGao Han
 		126fb4b4a9 [Blackwell][1/N] Add SageAttention3 diffusion backend on blackwell(GB200/B200/RTX5090/PRO6000/DGX Spark available) (#3015) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-05-28 14:08:45 +00:00
SYLARfrauttauteffasuZhang Jian
 		373d3c7476 [Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
 2026-05-28 11:09:25 +08:00
Dnoob a3802d1e5c [Doc][Benchmark] Rewrite benchmarks/README.md as repo-wide index (#1939) 
Signed-off-by: root <Dnoob>
Signed-off-by: Dnoob <dxpouo@gmail.com>
 2026-05-26 16:13:31 -10:00
dengyunyang 36eb8afba5 [HunyuanImage][End2End Performance CI] Add hunyuan end2end test (#3849) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2026-05-26 16:45:05 +08:00
Yuanheng Zhao 2bc9cb7f13 [Feat] Support online quantization (fp8/int8) for LTX-2 (#3700) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-05-21 19:52:21 +08:00
NumberWan 474710dda9 [Benchmark] Route i2i/ti2i to POST /v1/images/edits in diffusion_benchmark_serving (#3693) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-05-21 17:18:02 +08:00
Yueqian Lin fc8486cf20 [Doc][TTS] CosyVoice3 online docs + residual TTS yaml cleanup + remove VoxCPM v1 (#3748) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-20 15:24:06 +08:00
Yueqian LinandHongsheng Liu f99e8b2d3c [Bench] Add audio-streaming continuity metric for TTS (#3618) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-20 05:08:56 +00:00
bjf-frzandbjfwhite 1fa734419e [Refactor]Rename diffusion benchmark backend to endpoint (#3137) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: bjfwhite <baijingfan1@huawei.com>
Co-authored-by: bjfwhite <baijingfan1@huawei.com>
 2026-05-19 11:30:33 +08:00
Lancer dbc589dbca [Bugfix] fix diffusion quantization benchmarking for Omni outputs (#3653) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-05-18 17:23:40 +08:00
Yueqian Lin c4f859bf56 [CI] Harden Qwen3-TTS perf nightly: enable Base voice_clone, add c=64/128, 2-GPU split (#3491) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-14 14:26:59 +08:00
wangyuandHuang, Zeyu 6f2ad7b403 [Test] Unify L2/L3 test layout, Buildkite steps, and test helpers (#2556) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-05-08 14:12:23 +08:00
Chenguang Zheng eeb7e698c9 [Clean] Remove multi-replica Bagel CI and related docs/configs (#3407) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-05-08 09:28:52 +08:00
Nick Cao e6466cf0e6 [Refactor] Replace and ban a few torch.cuda functions in favor of torch.accelerator replacements. (#3365) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-05-07 23:23:59 +08:00
Zheng WengangPeiqi YinyinpeyinpeiqiHongsheng LiuGao HanChenguang Zheng
 		1e5f288a91 [FEAT] support multi-stage deployment (#2396) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
 2026-05-06 19:33:18 +08:00
Ting FUasukaqaq-sjaderHongsheng LiuGao Han
 		e49fbd8a2d [Feat] DiffusionEngine Support async batch infer (#2729) 
Signed-off-by: Semmer <semmer@live.cn>
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-05-06 09:47:13 +12:00
Juan Pablo ZuluagaandJuanPZuluaga b64ab05d09 [TTS][SpeakerCacheManager] A global speaker cache manager for Voice Cloning (#2630) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
 2026-05-05 10:53:45 -04:00
Jared WenandHongsheng Liu 6e35bfbbae Benchmark and Bugfix for GLM-Image (#3024) 
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-25 20:49:19 +08:00
Yueqian Lin 39e3fd3d12 [Benchmark] Universal TTS benchmark: Qwen3-TTS + VoxCPM2 with 3 task types (voice-clone/default/design) (#2835) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-24 23:35:33 +08:00
amy-why-3459 b8bd6fbbdb [Refactor] Remove redundant benchmarks from Qwen3-Omni (#3108) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-24 21:22:03 +08:00
bjf-frz fb4204ebf6 [CI][Perf] Add Wan22 i2v perf nightly ci (#3063) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-04-24 16:58:45 +08:00
NumberWan ead87aa521 [BugFix] Surface diffusion metrics in chat completions; sanitize Bagel img2img mm kwargs (#2932) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-04-22 16:57:01 +00:00
wangyu e18cb89d5a [CI] Update test markers and configurations to use 'full_model' for L4 nightly tests (#2641) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-22 15:14:20 +08:00
SYLARreidliu41xiaohajiayouAlex BrooksHongsheng Liu
 		a3903810fe [Config Refactor][2/N] Pipeline + Deploy Config Schema (#2383) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: xiaohajiayou <75477391+xiaohajiayou@users.noreply.github.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-19 14:36:00 +12:00
Nick CaoandClaude f2edb81a59 [Cleanup] Remove dead runtime.defaults config parameters (#2343) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-17 23:36:41 +08:00
IsleOfDawnlightCeleste-jqlyj-jjjYueqian Lin
 		4bf4c63147 Add voxcpm model support. (#2467) 
Signed-off-by: Celeste-jq <591998922@qq.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: IsleOfDawnlight <stellamou@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Celeste-jq <591998922@qq.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-15 15:04:58 +08:00
rongfu.leng 3229bae331 [skip ci] fix docs, gdown remove --id param (#2787) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
 2026-04-14 18:33:31 +08:00
Zeyu Huang | 黃澤宇 8d23549b29 [CI] Qwen image edit performance benckmark (#2216) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-04-14 11:35:56 +08:00
bjf-frz fbb5dd5794 [Bugfix]: modify diffusion pipeline profiler result in videos (#2647) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-04-10 16:48:06 +08:00
Yueqian Lin 94232436bb [Feat][FishSpeech] Cache DAC-encoded ref audio for voice cloning (#2609) 
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-10 10:34:03 +08:00
Jason d3daafbe41 [Feat] Add benchmarks for Qwen3-TTS Base/VoiceDesign Model (#2411) 
Signed-off-by: Jiahui Sun <jhsun2020@gmail.com>
 2026-04-02 03:44:04 +00:00
Zeyu Huang | 黃澤宇Gao HanAliciaDidan Deng
 		c139ee4aed [CI] remove benchmark/testing comparison w/ other frameworks (#2179) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-03-27 17:26:18 +08:00
Dnoob e3d178cd66 [Bugfix] Fix diffusion benchmark issues #1873 (#1897) 
Signed-off-by: Dnoob <dxpouo@gmail.com>
 2026-03-27 00:26:59 +08:00
WeiQing Chen c392ce21e9 [Accuracy Benchmark] feat: add accuracy benchmark integrations for t2i and i2i (#1917) 
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-03-26 17:27:29 +08:00
SYLAR 6b93459826 [Core] Unified quantization framework (#1764) 2026-03-24 18:56:55 +08:00
Didan Deng 1f5eca5686 [Perf] Qwen-Image Performance Nightly CI test (#1805) 
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-03-24 00:19:20 +08:00
Juan Pablo ZuluagaandJuanPZuluaga 8e12007ac1 [BugFix][Qwen3TTS] CodePredictor CudaGraph Pool (#2059) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
 2026-03-21 19:11:34 +08:00
dengyunyangSamitbjf-frz
 		ff254795fa [Benchmark] [Diffusion] [Enhancement] Random dataset (#1657) 
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
 2026-03-20 20:12:49 +08:00
Zhou Taichang 05d8de813e [Bugfix] Remove duplicated config keyword max batch size (#1851) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2026-03-20 16:13:24 +08:00
dengyunyangbjf-frzDidan Deng
 		fde4808723 [Performance] diffusion timing (#1757) 
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-03-19 12:26:12 +08:00
汪志鹏 61e170c69a [Feature]: Remove some useless hf_overrides in yaml (#1898) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-03-18 19:46:44 +08:00
Chenguang ZhengyinpePeiqi YinwuhangPeiqi Yinlinyueqianprincepridelishunyang
 		3158e9d28f [Entrypoint][Refactor] vLLM-Omni Entrypoint Refactoring (#1908) 
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: Peiqi Yin <yinpeiqi809@gmail.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: Peiqi Yin <yinpeiqi809@gmail.com>
Co-authored-by: wuhang <whlbx@hotmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-03-18 17:33:53 +08:00