anodyine/vllm-omni
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74 Commits
Author SHA1 Message Date
Sy03 dcd6588a36 [Perf][MOSS-TTS] Avoid synchronization in batched index transfers 
Construct MTP row offsets and mixed prefill/decode stop indices on the CPU, then enqueue nonblocking device transfers before batched writes. Add CUDA regressions for synchronization, row placement, stop flags, and snapshot ownership.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 00:39:50 +08:00
Sy03 251ef4f48f [Model] Optimize MOSS-TTS Local batched execution and streaming codec 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-07 16:20:49 +08:00
Xiaobaixia 615f97b9c7 [Feature] Define the runner preprocess phase contract and regression coverage (#7136) 
Signed-off-by: xiaobaixia222 <289982752@qq.com>
 2026-09-06 17:20:04 +00:00
Zhou TaichangandClaude Fable 5 142151fef5 Parallel stage initialization (admission + SH/EX device locks) (Worker refactor 1/N) (#5224) 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-09-05 22:22:41 +08:00
chickeytonClaude Fable 5Gao Han
 		5d7fdf9350 [Core] Graduate MiniCPM-o 4.5 and PersonaPlex full-duplex serving out of experimental (#6196) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-05 08:20:21 +00:00
Inesh Reddy ChappidiandGao Han 66d938100b [Bugfix] Give exact-shape codec models an unpadded input_ids view (#6775) 
Signed-off-by: Inesh Reddy <ineshreddy249@gmail.com>
Signed-off-by: IneshReddy249 <ineshreddy249@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-04 15:28:49 -07:00
akshatvishu c41925689d [BugFix][Higgs-Audio-V3] Fix transcript and concurrent sampling tests (#6422) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-08-30 08:52:15 +00:00
Nguyen Kha Nhat LongCursorSamit
 		bb5bf8fd0a [Bugfix] Fix colocate-async sleep admission race and deliver AR abort tokens (#6367) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Cursor <cursoragent@cursor.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-08-29 09:11:39 +00:00
amy-why-3459 da94c3ebe1 [Bugfix][MiniCPM-o] Bind omni-duplex video frames to the unit they close (#6404) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-28 16:58:20 +08:00
Hongsheng Liuandhsliuustc0106 4245fd6955 [Fix] Restore MammothModa2 support (#6694) 
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-28 08:32:32 +08:00
Zhou TaichangandClaude Opus 5 651b03225b [Rebase] Rebase to vllm 0.28.0 (#6606) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-27 06:12:55 +00:00
Sy03andsy03 432b2c6ca3 [Model] Add native full-duplex Nemotron VoiceChat serving (#6089) 
Signed-off-by: Sysy <1370724210@qq.com>
Signed-off-by: sy03 <137072421@qq.com>
Co-authored-by: sy03 <137072421@qq.com>
 2026-08-26 13:19:20 -07:00
wangyu 1e2a6446f7 [CI] Remove AudioX and MammothModa2 support (#6353) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 04:22:05 +00:00
NATUREandamy-why-3459 4f7c08c0eb [Bugfix][MiniCPM-o] Fix async-chunk snapshot replacement and prompt cleanup (#6406) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-21 16:37:21 +08:00
Zhou TaichangandClaude Fable 5 10906e3a6d [Refactor] Worker/ModelRunner runner correctness fixes (G2/N) (#5452) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-08-20 16:47:50 +08:00
amy-why-3459andCursor 9c61d5b67b [Bugfix][MiniCPM-o] Stop Talker mid-utterance truncation and load cod… (#6346) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-20 11:50:07 +08:00
boatman 65b3d41b3a [Migrate] Move sampling parameter overrides from legacy dispatches to TTS adapters (#5272) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-08-16 21:14:26 -07:00
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
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>
 2026-08-11 15:23:46 +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
Yueqian LinandSy0307 e788ef6e76 [Feature] PersonaPlex (Moshi-based full-duplex S2S): native vLLM port + duplex serving (#4771) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Sy0307 <24841857+Sy0307@users.noreply.github.com>
Co-authored-by: Sy0307 <24841857+Sy0307@users.noreply.github.com>
 2026-08-04 20:10:33 -07:00
Shenglei FuandClaude f24a6165ff [Test] Prefix-cache passthrough test coverage prerequisite for W2 (#4855) (#5310) 
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-08-04 20:03:57 -07:00
NATURE 1c4aca7f6e [Bugfix][Hunyuan/Bagel]Avoid payload connector for KV-only senders (#5744) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-08-04 14:40:27 +00:00
SYLARandlishunyang12 6f98c807d2 [Bugfix] Restore BAGEL CFG KV transfers (#5620) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-01 15:06:05 +00:00
Sy03andHongsheng Liu 0feb92bdfa [Bugfix][Minicpm] Support full-duplex three-stage serving (#5380) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-29 01:58:34 +08:00
Zhou TaichangClaude Fable 5tzhouam
 		cbab1d4d8f [Rebase] Rebase to vllm 0.26.0 (#5443) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
 2026-07-27 23:35:49 +08:00
Zhou TaichangandClaude Opus 4.8 776424f0de [Refactor][WIP] Add missing test for modelrunner (G1/N) (#5333) 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-07-27 16:24:47 +08:00
boatman 76e4a78afc [Bugfix][Higgs-Audio-V3] Propagate Sampling Parameters to Sampler (#5406) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-07-25 15:25:35 +00:00
rein yangandSy03 ad3a162eb8 [perf] Minicpm o4.5 optimization (#5228) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-07-24 17:20:39 +08:00
Sy03lishunyang12Yueqian LinStormMelodyGao HanHongsheng Liu
 		05b794f29b [Full Duplex] Feat: Support Full-Duplex realtime runtime & add MiniCPM-o 4.5 demo (#3907) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: StormMelody <22371184@zju.edu.cn>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-23 16:45:18 +08:00
vOvandClaude Opus 4.8 cc1939120f [Bugfix] Skip non-positive scheduled token spans in omni stage runners (#5269) 
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-22 16:01:45 +00:00
Bingyu (Spencer) Liu dcf8b07d39 [Core] Cleanup Omni connector runtime and transfer backends (#5096) 
Signed-off-by: spencerr221 <liubingyu62@gmail.com>
 2026-07-22 09:44:15 +08:00
Yueqian Lin da15a4cb1c [Bugfix] Drop out-of-vocabulary stop ids from min-tokens masking (qwen3-tts min_tokens engine crash) (#4971) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-07-08 11:24:31 -07:00
amy-why-3459 9ceca4ec85 [Bugfix] Fix full-payload mm splitting for dual hidden/scheduled batch axes (#4870 follow-up) (#4910) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-07-06 15:08:05 +08:00
Yueqian Lin d7b365df64 [Bugfix][Qwen3-TTS] Keep seeded residual MTP sampling batched (#4889) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-07-05 21:47:06 +08:00
Sy03andYueqian Lin 1b31f96240 [Bugfix] Fix Qwen3-TTS no-async-chunk payload splitting (#4870) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-07-04 19:57:55 +00:00
Sy03andYueqian Lin 9eaca72382 [Perf][VoxCPM2] Add unified decode graph optimization (#4606) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-07-04 05:30:48 +00:00
Canlin Guo a8b2bf11d2 [Feature] Support MOSS-TTS-Local-v1.5 Streaming (#4804) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-07-03 16:00:30 +08:00
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +08:00
Peiqi YinChenguang ZHENGCursorHongsheng LiuGao Han
 		504698dec8 [Core] Performance fix for orchestrator bottleneck: separates inter-stage from client outputs (#4527) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-06-29 17:43:36 +02:00
Chenguang Zhengandamy-why-3459 eaa16e1941 [Feature] Support Async Omni output materialization (#4476) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-06-22 16:07:07 +00:00
rein yang afbcc51672 [Model] Aura support - Non async chunk path (#4257) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
 2026-06-21 22:08:26 +08:00
Megha AgarwalCopilotHongsheng Liumeghaagr13Boao ShiTaichang ZhouCursor
 		8f869c8ea5 [Refactor] Output Processor Phase 2: separate multimodal output channel (#1601) (#2744) 
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
Juan Pablo ZuluagaJuanPZuluagaGao Han
 		57227dc7f3 [Perf][Bugfix] qwen3-tts hot path: prefix-cache OOM guards + talker/orchestrator micro-opts (#3689) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-06-09 10:36:57 -07:00
Sy03Yueqian LinHongsheng LiuGao Han
 		c33ca60208 [Perf][VoxCPM2] Optimize VoxCPM2 high-concurrency decode throughput. (#3882) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-06-03 23:08:32 +08:00
TaffyOfficialandTaffyOfficial ee33601571 [Perf] Deduplicate AR prefix cache hidden-state CPU staging (#3734) 
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
 2026-06-01 09:35:07 +00:00
Canlin Guo 412bf42a75 [Refactor] Unify _talker_mtp_forward across GPU and NPU model runners (#3476) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-05-31 07:58:00 +08:00
NATURE 3a347b10b0 [3/5][core]refactor communication layer: PR 3 of 5, all other models in non async mode (#3719) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-05-28 14:06:41 +08:00
Sy03Hongsheng LiuSYLAR
 		c99df1ebd9 [TTS][Perf] Optimize Qwen3-TTS high-concurrency serving (#3662) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-05-17 16:58:59 -04:00
+20
Zhou TaichangClaude Opus 4.7NumberWandsinghviDnoobYueqian LinHongsheng Liuknlnguyen1802Samitrein yangNick Caozhumingjue138Ricardo Noriegalyj-jjjCursorgcanlinwangyuweizhoublueweizhoubluedengyunyang汪志鹏WeiQing ChenJie LiuYueqian LinNATUREbjf-frzamy-why-3459Y. FisherZeyu Huang | 黃澤宇Copilot Autofix powered by AI
 		eb4e60ee64 [Rebase] Rebase to vllm v0.21.0 (#3530) 
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Signed-off-by: rein yang <ruiruyang2@gmail.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
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 2026-05-16 18:18:43 +08:00