 JiangJie ZhangandSamit
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c45ac74d43
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[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-06-29 18:09:19 +02:00 |
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504698dec8
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[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>
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2026-06-29 17:43:36 +02:00 |
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Rahul SteigerandHongsheng Liu
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327e9dcaf2
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[Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-27 09:01:25 +08:00 |
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3901ad8165
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[feat] Streaming diffusion video generation output (#3737)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-23 09:57:53 +00:00 |
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amy-why-3459
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f05e03aea8
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[Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-19 14:24:37 +08:00 |
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f75c437a60
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[Refactor]Base class for dit pipelines with unified parameter declaration[1/N] (#4225)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-06-18 17:14:18 +08:00 |
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64a5bb92de
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[Refactor] Omni Stage Runtime and Distributed Replica Control Plane (#3855)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
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2026-06-17 14:13:20 +08:00 |
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Zheng WengangandHongsheng Liu
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ba4932c364
|
[Bugfix] Fix multi-replica stage identity and clean up redundant deploy config (#4410)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-16 14:08:11 +08:00 |
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Hongsheng Liu
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aff0af9754
|
[Refactor] Extract diffusion output formatting boundary (#4407)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
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2026-06-15 22:50:50 +08:00 |
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Zeng ChuangandHongsheng Liu
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10404e4c5b
|
[Perf] Restore parallel stage initialization for AR+DiT pipelines (#3641)
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-15 09:37:11 +08:00 |
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Zhou Taichang
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7b837944a1
|
[Rebase] Rebase to vllm 0.23.0 (#4286)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
|
2026-06-13 16:43:02 +00:00 |
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8f869c8ea5
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[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>
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2026-06-12 15:19:14 +08:00 |
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e1b0b83238
|
add moriio transfer engine (#1742)
Signed-off-by: inkcherry <mingzhi.liu@amd.com>
Signed-off-by: zejwang <zejwang@amd.com>
Signed-off-by: junkang1991 <junkangchow@gmail.com>
Signed-off-by: Zejian Wang <zejianwang@sjtu.edu.cn>
Co-authored-by: zejwang <zejwang@amd.com>
Co-authored-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Zejian Wang <zejianwang@sjtu.edu.cn>
Co-authored-by: Zejian Wang <Zejian.Wang@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-10 08:37:33 +08:00 |
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ZacheryAU
|
bfc7cedcf1
|
Benchmark data statistics for each stage of omni models (#3628)
Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com>
|
2026-06-04 21:43:35 +08:00 |
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Alex Brooks
|
12e75c6618
|
[Core] Integrate TrackingArgumentParser (#3369)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
|
2026-06-02 21:56:24 +08:00 |
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bc794e625f
|
Add Cosmos3 model support (#3454)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
|
2026-06-02 04:04:31 +08:00 |
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LHXuuuandvraiti
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41a795b5d6
|
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576)
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: vraiti <vraiti@redhat.com>
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2026-06-01 20:20:48 +08:00 |
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+1
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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 |
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b690a10e3a
|
[Feat] Support MagCache (#1287)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-05-29 22:26:23 +08:00 |
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c69ed4037d
|
[feat] Support prompt embedding caching for diffusion model (#2962)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-05-29 15:36:03 +08:00 |
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LancerandAlicia
|
5c3c81920b
|
[Bugfix] Ensure stage and diffusion subprocesses exit when parent dies unexpectedly (#3751)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
|
2026-05-28 08:22:04 +08:00 |
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Hacoandzzhuoxin1508
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37eebff674
|
[BugFix] Fix diffusion parallel_config YAML override and add deploy config field allowlist (#3483)
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: zzhuoxin1508 <zzhuoxin1508@users.noreply.github.com>
|
2026-05-28 01:00:32 +08:00 |
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283873411a
|
glm-image: fix(npu)per-stage runtime env for HCCL ports + GLM-Image NPU stage config (#3235)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-05-27 12:18:47 +12:00 |
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ANHDYandwangmengdi
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28467dc19a
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[feature]: support Hidream-I1-Full model (#2572)
Signed-off-by: wangmengdi <160612767@qq.com>
Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
|
2026-05-22 15:23:03 +08:00 |
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bjf-frzandbjf-frz
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5cf4605bf9
|
[Bugfix]Fix distributed stage0 multimodal cache routing (#3740)
Signed-off-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
Co-authored-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
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2026-05-20 15:31:41 +08:00 |
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chickeytonandherotai214
|
e277feacaf
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[large-scale-serving] Integrate OmniCoordinator into stage engine pipeline (#3569)
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
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2026-05-19 12:08:20 +08:00 |
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Rustam Khadipash
|
89f8819525
|
[Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
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2026-05-19 09:42:17 +08:00 |
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bjf-frz
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440c718d2a
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[Bugfix]Fix multimodal cache routing for AR replicas (#3605)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-05-15 16:42:18 +08:00 |
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lyj-jjjandCursor
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bbc00f9f86
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[BugFix] fix(omni): isolate diffusion KV-cache dtype from vLLM --kv-cache-dtype #3585 (#3596)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-15 11:22:59 +08:00 |
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wuhang
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0d9d57acd9
|
[Entrypoint][Refactor] Make field type hint more concrete (#3139)
Signed-off-by: wuhang <wuhang6@huawei.com>
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2026-05-14 11:25:55 +08:00 |
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Y. Fisher
|
4d3eed152a
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[Feat][Config] Support additional_config for diffusion worker (#3020)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
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2026-05-13 14:22:43 +00:00 |
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knlnguyen1802andSamit
|
631251a1f8
|
[Bugfix, rl] Diffusion worker SIGKILL under Ray actor (exitcode -9) (#3533)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-05-13 15:31:48 +08:00 |
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56ca7dd612
|
support online FP8 quantization for FA on NPU #2236 (#2640)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
|
2026-05-13 11:46:00 +08:00 |
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Canlin GuoandHongsheng Liu
|
11c4c7f0ff
|
[Diffusion][Attention] Support per-role attention backend via CLI (#2681)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-05-10 11:59:05 +08:00 |
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baonudesifeizhaiandroG0d
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c4a0990044
|
（Phase 1）Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913)
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
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2026-05-09 16:55:05 +08:00 |
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Chen-Yo Sun
|
56ca5d9a8f
|
[BugFix] Forward CLI --tokenizer to per-stage engine configs (#3120)
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
|
2026-05-07 06:43:01 +08:00 |
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Hacoandreidliu41
|
1e8dc84150
|
[Bugfix] Fix default diffusion stage config generator drops runtime engine args (#2559)
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: reidliu41 <reidliu41@users.noreply.github.com>
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2026-05-06 22:21:29 +08:00 |
|
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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>
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2026-05-06 19:33:18 +08:00 |
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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>
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2026-05-06 09:47:13 +12:00 |
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c708aecb18
|
[Diffusion] [Model] Support AudioX (#2077)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang <zhang.jian@u.nus.edu>
Signed-off-by: Zhang Jian <e0322744@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Zhang Jian <e0322744@u.nus.edu>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-05-04 10:24:35 -04:00 |
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Gao Han
|
704b6bb6e6
|
[CI failed]Revert "[Config Refactor] Derive deploy override fields from stage config" (#3287)
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-05-01 04:39:54 +01:00 |
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Haco
|
01ebc0cdf5
|
[Config Refactor] Derive deploy override fields from stage config (#3162)
Signed-off-by: xiaohajiayou <923390377@qq.com>
|
2026-05-01 01:04:03 +08:00 |
|
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Haco
|
16310c8ef3
|
[BugFix] Fix nullify regressions in pure diffusion offline examples (#3181)
Signed-off-by: xiaohajiayou <923390377@qq.com>
|
2026-04-30 17:03:09 +08:00 |
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NATURE
|
bfb730ed50
|
[Bugfix]pass TP size to diffusion config (#2867)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
|
2026-04-30 11:56:51 +08:00 |
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Zhou TaichangandYuanheng Zhao
|
7f2b1e9386
|
[Rebase] Rebase to vllm 0.20.0 (#3232)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
|
2026-04-30 09:56:59 +12:00 |
|
|
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 |
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jiangmengyu18andbetta18
|
c174c95ab0
|
[NPU] [Quant] Support HunyuanImage3 offline quantization with vLLM-Ascend on diffusion path (#2979)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
|
2026-04-25 06:14:01 +00:00 |
|
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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 |
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LancerandHongsheng Liu
|
345504b68f
|
[Feat] support quantization for GLM-IMAGE (#2292)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-04-24 13:49:49 +08:00 |
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HacoandSYLAR
|
d14ea37842
|
[BugFix] Preserve media access args for stage configs (#2956)
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-04-23 14:21:37 +08:00 |
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