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62 Commits
Author SHA1 Message Date
tzhouamandClaude Fable 5.1 602e39647e [Edge][WP2] Finalize edge profile init knobs from init_profile; WP4 CPU emulation results 
init_profile 20260909-112200 (1.7B, L20X, warm): default 152.0 s, eager_stage1
149.9 s, eager_both 110.9 s (first TTFA 15 s, no graphs), parallel_stage_init
94.6 s, edge 145.7 s. Edge profile now carries `orchestrator: parallel_stage_init:
true`, applied by the deploy_profile selector (explicit values win); graphs stay on.

hw_emulation 20260909-110229 (CPU venv, 0.6B, deploy_profile=auto):
x86_cpu_avx2 (4c, fp32) TTFA 2.65 s RTF 11.9; x86_cpu_avx512 (8c) TTFA 0.68 s
RTF 2.45; x86_cpu_amx (16c) TTFA 0.51 s RTF 1.72; arm64 logic-only same as avx2.
Emulation rows now record the auto-detected hardware class.

Adds tests/e2e/offline_inference/test_qwen3_tts_edge_profile.py (L3, one GPU).

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 14:40:13 +08:00
tzhouamandClaude Fable 5.1 b22dcc59f7 [Edge][WP1] Add edge deploy profile and deploy_profile selector 
* vllm_omni/deploy/edge/qwen3_tts.yaml: single-device Qwen3-TTS profile with a
  ramped codec chunk schedule (2->4->8->16->25 frames) that removes the ~80 ms
  playback stall of the default 1->25 schedule, decode batch 1, max_num_seqs 4.
* deploy_profile="edge" (Omni/AsyncOmni kwarg, --deploy-profile CLI, headless
  serve) resolves vllm_omni/deploy/<profile>/<model_type>.yaml; mutually
  exclusive with deploy_config; explicit profiles never fall back silently.
* tests/helpers/stage_config.py: modify_stage_config anchors a relative
  base_config before writing the temp YAML so overlay-derived configs resolve.
* async_omni_engine.py also carries the init-timeline hooks used by WP2.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 10:27:33 +08:00
Hongsheng Liu d4096e01fe [Model] Add native MAGI-2 Preview diffusion support (#5918) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-05 15:32:30 +08:00
Chiquan MoandMciG-ggg 2b47faf601 [Bugfix] Validate --stage-overrides shape in parse_stage_overrides (drop field allowlist) (#6230) 
Signed-off-by: Chiquan Mo <mcigggg399026@gmail.com>
Signed-off-by: MciG-ggg <MciG-ggg@users.noreply.github.com>
Co-authored-by: MciG-ggg <MciG-ggg@users.noreply.github.com>
 2026-09-02 23:19:08 -07:00
XRay2016 8e26dce1f4 [Diffusion] Add Boogu Edit-Turbo support docs and tests (#6701) 
Signed-off-by: xRay2016 <1150722393@qq.com>
 2026-09-01 08:41:23 +08:00
Yukim1andHongsheng Liu baba7d1e2e [Refactor] Remove legacy stage_args YAML loader (#6200) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-16 11:22:28 +08:00
Ma1oneZhang 6f36fd3b78 [Bugfix] Preserve object storage URIs during model resolution (#5036) 
Signed-off-by: Ziyang Zhang <hafuhafu@qq.com>
 2026-08-15 14:11:48 +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
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
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
Isotr0pylishunyang12SYLARDavid Chen
 		48298030d4 [Diffusion] Add Minimax-H3 modular pipeline support (#5720) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: David Chen <530634352@qq.com>
 2026-08-06 11:43:23 +00:00
ruirui(rein) yang 2739f0776b [Bugfix][MiniCPM-o]Fix implicit deploy connector resolution for registered pipelines (#5533) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
 2026-07-31 02:38:26 -07:00
Yuekai ZhangClaude Fable 5Yueqian LinYueqian Lin
 		5014fea4a0 [New Model] support nemotron Audex (#4976) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-07-28 03:58:22 +00:00
Yukim1andHongsheng Liu 793d3e9ab7 [Config] Return VllmOmniConfig from create_from_model (#4818) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-18 09:21:07 +00:00
Kushanamkushanamkahmadian
 		ff6f0da271 [Core] Composable parallel: Phase 1 strategy overlay (TP/DP/stage-replica) (RFC #4084) (#4281) 
Signed-off-by: Kushan A. <kahmadian@nvidia.com>
Signed-off-by: kushanam <kushanam@users.noreply.github.com>
Signed-off-by: Kushan A <kahmadian@nvidia.com>
Signed-off-by: kahmadian <kahmadian@users.noreply.github.com>
Co-authored-by: kushanam <kushanam@users.noreply.github.com>
Co-authored-by: kahmadian <kahmadian@users.noreply.github.com>
 2026-07-10 21:29:24 -06:00
Alex Brooks b7d08fe5f6 [Core / Bugfix] Add Mechanism for Endpoint Rejection (#4762) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-07-08 09:00:47 -06:00
Alex Brooks 465f1464d2 [Feat] Support Pipeline Resolution Based on HF Config & Make Pipeline Registry Eager (#3760) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-24 11:02:29 +08:00
Yangshen DengMengSuli Wangamy-why-3459
 		bdfc77147d [Diffusion] DreamZero world model integration with CFG parallel + OpenPI serving (#2162) 
Signed-off-by: Meng <meng_chen99@163.com>
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com>
Signed-off-by: Suli Wang <50828270+wsl2000@users.noreply.github.com>
Co-authored-by: Meng <meng_chen99@163.com>
Co-authored-by: Suli Wang <50828270+wsl2000@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-06-02 19:50:20 +00:00
Alex Brooks 12e75c6618 [Core] Integrate TrackingArgumentParser (#3369) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-02 21:56:24 +08:00
knlnguyen1802andSamit 5377108438 [minor, fix] Allow passing class interface as custom pipeline argument (#2973) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-05-29 23:39:38 +08:00
BeatSeatandYueqian Lin 28ce618f0e [Model] Add GLM-TTS text-to-speech model support (#3141) 
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-24 05:42:26 +08:00
Schatten 18186db216 [Cleanup] Remove unused build_base_engine_args after #1115 (#3720) 
Signed-off-by: Schatten <czhengt@qq.com>
 2026-05-19 19:23:45 +08:00
Alex BrooksSy03Yueqian LinYueqian Lin
 		e03ab82dd2 [Refactor/Bugfix] Use Delta Messages for Streaming (#2911) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-26 15:11:53 +12:00
汪志鹏andSYLAR 37e5954acf [Config Refactor]: Remove bagel yaml (#2936) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-24 21:21:30 +08:00
Hacoandlishunyang 22ffb85063 [Config Refactor] sentinel default precedence (#3078) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-04-24 20:07:24 +08:00
Yueqian LinandSYLAR 3f504b45d2 [Config Refactor] Migrate 5 TTS models (VoxCPM2 / CosyVoice3 / MiMo Audio / Voxtral TTS / Fish Speech S2 Pro) to Pipeline + Deploy schema (#2958) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-21 21:17:53 +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
Haco 0c46ba57aa [Bugfix] restore legacy stage config precedence (#2663) 
Signed-off-by: xiaohajiayou <923390377@qq.com>
 2026-04-10 10:24:35 +08:00
Haco汪志鹏SYLAR
 		2d980133fe [Bugfix] Fix precedence between caller runtime args and default stage configs (#2076) 
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-09 16:44:31 +08:00
Yueqian Lin d92439c155 [CosyVoice3] Fix vLLM 0.19.0 compatibility issues (#2486) 2026-04-05 08:45:49 +08:00
Zhou Taichang 2804a85e58 [Rebase] Rebase to vllm v0.19.0 (#2475) 2026-04-04 15:03:32 +08:00
Lancer 9f1d61b0f7 [Bugfix] resolve stage config for GLM-Image with diffusers format (#1894) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-03-26 09:47:01 +08:00
Chendi.Xue d71c9ae60f [BugFIX] enable Hunyuan image3 with stage selection among text_to_image/image_to_text (#1826) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-03-24 13:00:21 +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
SYLAR c8c60e1970 [Config Refactor][1/2] Model Pipeline Configuration System (#1115) 
Signed-off-by: lishunyang <lishunyang12@163.com>
 2026-03-12 21:09:34 +08:00
Hongsheng Liu 4027534dbf Revert "Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint" (#1789) 2026-03-10 22:40:48 +08:00
Ekagra Ranjan 7a560492a2 Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint (#1255) 2026-03-09 13:36:46 -04:00
Junhong LiuandHongsheng Liu c0908dd3fa [Bugfix] Forward all vllm-omni serve command parameters to model (#985) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: Junhong Liu <ljh_lbj@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-24 22:20:01 +08:00
wuhang汪志鹏Copilot
 		36b8f80266 [Feature] Support Stage Based Deployment CLI (#939) 
Signed-off-by: wuhang <wuhang6@huawei.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-24 16:55:23 +08:00
汪志鹏 630e84ef93 [BugFix]: Revert utils change (#1369) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-02-13 17:54:09 +08:00
dsinghviand汪志鹏 c6f314df4f [Feature]: Diffusion sleep to use process level memory calculation (#1276) 
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-02-12 12:17:54 +00:00
Zhou Taichang a854f0b7ff [Debug] Add trigger to concurrent stage init (#1274) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-11 14:18:18 +08:00
Canlin Guo c9392dff01 [Hardware] Support platforms and plugin system (#774) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-01-28 22:12:52 +08:00
amy-why-3459Rein YangCHENHongsheng Liu
 		52bf1e2f40 [Feature]Support async computation and communication across stages by chunks (#727) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-26 11:21:24 +08:00
汪志鹏andwzliu 7f821be57b Support Bagel Model (#726) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: wzliu <wzliu@connect.hku.hk>
 2026-01-22 23:09:55 +13:00
Zeyu Huang | 黃澤宇 430c60b9b5 [Bugfix] Diffusion model fails to load when stage config is present (#860) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-01-20 12:42:26 +08:00
Ziming Huang 1444e1fc45 [Feature] Support Qwen3 Omni talker mtp batch inference (#722) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
 2026-01-14 19:07:31 +08:00
汪志鹏 e7eeb54e08 [BugFix]Fix text_to_image bagel command error (#644) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-01-05 23:22:15 +13:00
Chenguang ZhengyinpeiqiHongsheng Liu
 		595e7c0032 [Core] Supports stage abstraction in the diffusion model (#391) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-27 01:59:33 +13:00
TJianandHongxia Yang 13584fd98e [ROCm] [CI] Add ROCm Dockerfile and AMD CI (vllm v0.12.0) (#280) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-12-21 11:51:37 +08:00