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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
Rahul SteigerRahul SteigerRahul Steiger
 		677265b64b [Bugfix][Diffusion] Make Cosmos3 transfer image arrays writable (#6915) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
 2026-09-07 01:06:16 -07:00
Shenglei FuandClaude 91dfafcaab [Bugfix][Diffusion] Include guidance_scale_2_provided in the request-batch key (#7078) 
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-09-07 15:58:19 +08:00
summerandAlicia 4b81f692d1 [Bugfix][Diffusion] Canonicalize cache_backend=None to "none" (#7041) 
Signed-off-by: summer <128961079+zhang-keliang@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-09-07 15:56:51 +08:00
WeiQing Chen b78c31eda6 [Doc] Update vLLM-Omni WeChat QR code (#7178) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-09-07 06:28:30 +00:00
Lucas Ruan 34aa1d2afa [Doc] Add A100 recipe for Wan2.2-TI2V-5B (#7189) 
Signed-off-by: lucasruan1618 <huy40025071@gmail.com>
 2026-09-07 14:09:32 +08:00
BruceLoveDecimal 5cd925631c [Feature][LingBot World]stepwise execution (#6844) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
 2026-09-07 13:38:23 +08:00
NumberWanandAlicia 7f32c326c6 [BugFix][Qwen-Image-Edit] restore txt_seq_lens RoPE width after #3588 regression (#5586) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-09-07 12:10:47 +08:00
linzhenpl07andClaude Sonnet 5 38abc0ba28 [AR-Diffusion] Allocate K and V separately so the compiled path stops cloning the pool (#6463) 
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
 2026-09-07 11:40:20 +08:00
Zeyu Huang | 黃澤宇 2df95de421 [Core][Diffusion] Refactor prompt updates into a modality-ready interaction framework (#6294) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-09-07 11:40:04 +08:00
汪志鹏 eeee257913 [Bugfix][Diffusion] Restore the TRTLLM attention default for the MiniMax-H3 modular alias (#7162) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-09-07 07:21:21 +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
NATUREandamy-why-3459 ff6e906a25 [Model] Preserve MiniCPM-o Talker full attention until capacity (#6799) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-06 22:25:35 +08:00
Hongsheng Liu 715b8b8746 [Model] MiniMax-H3: validate versioned text-conditioning handoff (#6720) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-06 21:45:10 +08:00
SYLARandhsliuustc0106 14d2d00536 [Bugfix] Fix Hunyuan Image-3 expert mapping contract (#7021) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-06 21:43:37 +08:00
汪志鹏andClaude Opus 5 af74a5a155 [Feature][MiniMax-H3] Support the full LightX2V Turbo LoRA matrix (#7062) 
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-06 20:23:36 +08:00
XenorynandClaude 039808e0d9 [Perf][Diffusion] Skip the Ulysses length all-gather when shards are padded equal (#5717) 
Signed-off-by: Xenoryn <timberh2000@outlook.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-09-06 16:23:30 +08:00
Mengjie ZhaoandCursor e8526cc552 [CI/Build] Stabilize Qwen3-TTS speaker-embedding tests against miss-EOS flake (#6924) 
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-06 07:44:23 +00:00
DMAN 06541d1f52 [Model] FP8 Support For Boogu-Image (#6925) 
Signed-off-by: Dmaner <2663515256@qq.com>
 2026-09-06 04:48:38 +00:00
Weiming LiaoandGao Han 1cd92553cf [CI][Bugfix] Use the matching checkpoint for Qwen3-TTS VoiceDesign tests (#7054) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-06 04:27:21 +00:00
prettygirlisnotme 32370968d0 [Model] Add Boogu-Image Turbo native DMD path (#6699) 
Signed-off-by: Dragonborn <1078757180@qq.com>
 2026-09-06 08:44:15 +08:00
Max Freedom Pollard 946b843e61 [Doc] Fix markdownlint findings in the serving API reference (#7111) 
Signed-off-by: Max Freedom Pollard <272618364+MaxFreedomPollard@users.noreply.github.com>
 2026-09-06 08:40:10 +08:00
Zeyu Huang | 黃澤宇asukaqaq-sHongsheng Liu
 		f26f9c3a7f [Diffusion] Implement paged AR↔DiT KV connector ("v1", reusing vllm's native mooncake) (#6310) 
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-06 05:41:54 +08:00
SYLAR ea3cf99894 [diffusion][feature] Add component-selective offload policies (#5929) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-09-06 05:40:09 +08:00
Samit 44d3ae100a [Bugfix][Diffusion] Fuse distilled LoRA weights before HSDP sharding (#6948) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-09-06 01:29:59 +08:00
汪志鹏andClaude Opus 5 ae70479619 [Bugfix] Drop the removed diffusion_batch_size kwarg from the stage-init test (#7101) 
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-05 17:05:33 +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
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
vOv 13c617a140 [Model] Add sequence parallelism to SANA-Video 2B (#5940) 
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
 2026-09-05 15:22:53 +08:00
boatman 66bbebd9d3 [Bugfix] Fix fallback loading for IndexTTS external models (#6137) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-04 19:58:33 -07:00
BruceLoveDecimalandClaude Opus 5 1e74807c35 [Feature][Moss-TTS] Reference Audio Preprocessing (#4982) 
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-04 16:36:26 -07:00
akshatvishuandandyluo7 ae57e406fd [Perf][CI] Use Whisper on GPU when memory permits (#5675) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: andyluo7 <andy.luo@amd.com>
 2026-09-04 16:35:48 -07:00
LOGO127 b6b992ac7b [Bugfix] Fix Higgs Audio v3 voice-clone token validation (#7065) 
Signed-off-by: luozijian <luozijian0924@gmail.com>
 2026-09-04 16:06:47 -07:00
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
boatman 348fd0fc07 [Feat][dots.tts] Add Online Serving Support (#6235) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-04 14:44:10 -07:00
TriggerandGao Han ea14b04e9f [Bugfix][BAGEL] Restore original denoise step count (#7049) 
Signed-off-by: Trigger <Meng.Bo.Wang@outlook.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-04 17:05:05 +00:00
Weiming Liao 0f9ee6afd8 [CI][Bugfix] Normalize spoken units in text comparison (#6947) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-09-04 15:18:01 +00:00
SYLARandhsliuustc0106 22cefe04b4 [Bugfix] Update Hub kernel dependency floor (#7020) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-04 22:15:55 +08:00
SYLARandhsliuustc0106 7493cbd3c2 [Bugfix] Fix Qwen3-Omni MoE backend selection (#7019) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-04 21:16:58 +08:00
MikeyDong1 41f4f9d8c9 [Perf][DreamZero] Remove redundant CUDA compile guard (#6983) 
Signed-off-by: MikeyDong1 <xdong-1219@outlook.com>
 2026-09-04 09:01:05 -04:00
heyuanliu-intel 10701e1838 [Bugfix] Release diffusion worker RPC results on ranks that do not reply (#6989) 
Signed-off-by: heyuanliu-intel <heyuan.liu@intel.com>
 2026-09-04 16:45:17 +08:00
Shenglei FuandClaude Opus 4.8 0e903e9695 [Diffusion] Enable request-level batching for Boogu-Image (T2I) (#6968) 
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-09-04 16:27:51 +08:00
Mu GuanLin 175dec11be [Perf][Model] Optimize LTX video output transport (#7000) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-04 06:47:28 +00:00
NATURERuirui Yang | Reinamy-why-3459
 		8d98cc0cb7 [Benchmark] Add local OmniInteract performance cases (#6817) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Ruirui Yang | Rein <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-04 10:36:02 +08:00
Yuekai ZhangandClaude Fable 5 4179b0cae1 [Perf][NemotronVoiceChat] Fast defaults for all three deploy profiles: 2.8x offline, realtime full-duplex audio (#6354) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-09-03 18:49:19 -07:00
Trigger e43c787544 [Model] Add BAGEL step execution and continuous batching (#6359) 2026-09-04 01:36:11 +00:00
Bo Li fda3af8bbc [Bugfix] Preserve BF16 residual semantics in fused MiniMax-H3 modulation (#6878) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-04 02:01:34 +08:00
WeiQing Chen dff28e6867 [Doc] Add production diffusion model skill (#6097) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-09-03 20:09:28 +08:00