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1c3d59796f92b89555a4e7ecd9df73186651dffc
Commit Graph
729 Commits
Author SHA1 Message Date
Hongsheng Liu 1c3d59796f [Diffusion] Document DLO mmap model opt-in 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-15 06:57:38 +08:00
Hongsheng Liu 76e257b0f3 [Diffusion] Address rank-local mmap review feedback 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-14 17:12:05 +08:00
Hongsheng Liu 2956af1e9d [Diffusion] Add rank-local mmap storage for DLO 
Decouple node-local checkpoint storage from the DLO AllGather transfer protocol. Compatible rank-local workers retain shared file-backed sources and stream complete blocks through bounded staging without changing request scheduling.

Refs #6195

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-14 14:38:06 +08:00
zhengjiaandCursor 5d50bdc2ab [Perf] Cap diffusion worker thread count before spawn (#6165) 
Signed-off-by: zjli2013 <leezhengjiang@126.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-14 12:14:55 +08:00
Bo Lilishunyang12Claude Opus 5
 		596c16a550 [Kernel] Fuse Q/K RMSNorm and RoPE (#5990) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-08-14 00:46:59 +00:00
Mu GuanLin 83d1f11449 [Feat] LTX Standard Two-Stage Pipeline (#5500) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-08-14 00:13:14 +08:00
vraitiandClaude Opus 4.6 c98517ce7f [Metrics] Add Diffusion Metrics (#4755) 
Signed-off-by: vraiti <vraiti@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-08-13 06:59:13 +00:00
MaciejBalaNV e677360168 Add cosmos-guardrail dependency and update error message (#6107) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-08-12 17:04:07 +00:00
Shi Boao Bowie汪志鹏ruirui yangamy-why-3459Gao HanHongsheng Liu
 		fcf1085395 [Refactor][OutputProcessor 2/8]: OmniRequestOutput should inherit RequestOutput and no nested wrap-up (#5146) 
Signed-off-by: Boao Shi <aoibosh@connect.hku.hk>
Signed-off-by: bowieshi <aoibosh@connect.hku.hk>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Shi Boao Bowie <aoibosh@connect.hku.hk>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: ruirui(rein) yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 22:58:23 +08:00
Wenjia LiandHongsheng Liu 38a2500bdf [Perf] MiniMax H3 Qwen3-VL support fused RMSNorm on NPU (#5915) 
Signed-off-by: Wenjia Li <wjialish@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 19:12:54 +08:00
Rahul SteigerandRahul Steiger 854bff7fe5 [Bugfix] Fix Wan spatial reshard boundary (#6062) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d106-T18.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d106-T18.cm.cluster>
 2026-08-12 11:36:24 +08:00
zzh bdb1d996be [Bugfix] Fix HunyuanImage3 accuracy test (#5981) 
Signed-off-by: zzh <943967662@qq.com>
 2026-08-12 02:40:05 +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
Jerry Song 89015d5cad [Feature]: Adds distilled LoRA support for diffusion models (#2783) 
Signed-off-by: Songrui625 <songrui625@gmail.com>
 2026-08-11 14:23:43 +00:00
KristofferDidan DengHongsheng Liu
 		4ab1b4ff9c [Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path (#4645) 
Signed-off-by: kTorp <Kristoffer.Torp@amd.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-11 15:31:02 +08:00
WeiyanDidan DengHongsheng Liu
 		06e733d3cd [Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support (#4099) 
Signed-off-by: weiyan <weiyanlin117@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-11 15:17:17 +08:00
Wang fuyinandHongsheng Liu af3faa6c1e [Diffusion] Add Worker contracts and RPC plumbing for Scheduler-managed paged KV cache (#5550) 
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-11 14:55:42 +08:00
Zijun HuangandWeiQing Chen 1a56953d7a [NPU][Model] Add distilled 4-step sigma schedule support for MiniMax H3 t2va (#5991) 
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-11 13:46:10 +08:00
WeiQing Chen 1f65814fab [CI] Align MiniMax H3 Ref2VA inputs and add I2VA/Ref2VA accuracy coverage (#5978) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-08-11 13:36:37 +08:00
fan2956andFan c27623c29c [Bugfix] rainfusion support all shape video (#6000) 
Signed-off-by: Fan <fan@FandeMacBook-Air.local>
Co-authored-by: Fan <fan@FandeMacBook-Air.local>
 2026-08-11 05:10:50 +08:00
ooooooye 740f45abcd [Perf][Diffusion] MiniMax-H3: opt into packed varlen attention on NPU to eliminate quadratic mask materialization (#5891) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-10 19:47:03 +08:00
R0CKSTAR 636d44e272 [Perf][MUSA] Restore MiniMax-H3 dynamic RoPE fusion (#5881) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-08-10 17:24:46 +08:00
Zeyu Huang | 黃澤宇andHongsheng Liu 33dd9a5a3e [Core][Refactor][Diffusion] refactor request scheduler's admission wait policy (#5843) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-10 15:06:27 +08:00
wtz2333andClaude 36135ef09a [diffusion][feature] Add LingBot-Video T2I and TI2V generation modes (#5311) 
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-08-10 10:02:31 +08:00
Yukim1zwhzzz0821Hongsheng Liu
 		6ae7ff7846 [Diffusion] Prepare HunyuanImage3 for Scheduler-managed paged KV cache (#5541) 
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-10 08:48:56 +08:00
Diya Pengandlishunyang12 45629a8e26 [MiniMax-H3] TeaCache support and Cache-DiT validation (#5840) 
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
 2026-08-09 15:07:21 +00:00
Weiming LiaoandHongsheng Liu 592637015f [BugFix][NPU] MiniMax-H3 RoPE crash: add the missing batch dim before the mindiesd kernel (#5896) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-09 14:08:43 +00:00
linzhenpl07andClaude Opus 4.8 8e2e9b6b53 [Feat] Cosmos3 session-memory port for UND text K/V (RFC #4480 Phase 0) (#4657) 
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-08-09 20:53:17 +08:00
Shenglei FuandClaude Opus 5 81b48e83ec [Model] Fail MiniMax H3 encoder load when a weight or fused shard is missing (#5824) 
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-08 13:14:00 +08:00
SYLAR 44e38d7b38 [Diffusion] Fix DLO DP concurrent request execution (#5864) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-08 08:24:42 +08:00
NumberWan cfa6d66ed6 [BugFix][Nightly CI] Opt in FA deterministic for Qwen-Image accuracy (#5887) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-08-07 17:15:22 +08:00
Mu GuanLin d8c35663b4 [Model][Feat] Support Minimax-H3 quality grading requests through dynamic loading/unloading with Cache-DiT (#5853) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-08-07 09:07:23 +00:00
NATURE e906f41dc8 [bugfix][CI] Fix Cache-DiT nested module discovery [issue 5879] (#5884) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-08-07 09:02:42 +00:00
dengyunyang f114113409 [Bugfix] Fix image num check error (#5838) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2026-08-07 08:50:24 +00:00
RuQing Xu ab459b36c2 [Kernel] Refresh FlashInfer attention; Add quantized attention support (Blackwell QK16/V8) (#5344) 
Signed-off-by: Ruqing Xu <7891482+xrq-phys@users.noreply.github.com>
 2026-08-07 16:14:26 +08:00
linzhenpl07 24ede9e226 [Bugfix] Support GQA/MQA in the ring attention SDPA path (#5255) 
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
 2026-08-07 04:08:33 +00:00
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
Bo Lilishunyang12lishunyang12
 		d219d93bbb [Attention] Refine TRTLLM attention support for MiniMax H3 (#5779) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
 2026-08-06 09:38:17 +00:00
Zijun HuangandWeiQing Chen 93457f29ff [NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 (#5706) 
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-06 14:15:21 +08:00
ooooooye f879ad4983 fix(minimax-h3): pass device_type to fork_rng so VAE condition encode works on NPU devices (#5837) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-06 03:56:55 +00:00
fan2956andFan f2e3d2e25b [Perf] Minimax-H3 support fused RMSNorm and RoPE opt (#5801) 
Signed-off-by: Fan <fan@FandeMacBook-Air.local>
Co-authored-by: Fan <fan@FandeMacBook-Air.local>
 2026-08-06 11:39:27 +08:00
SYLARandlishunyang12 1c2a81f6d8 feat(minimax-h3): enable 2x RTX 4090/5090 with DLO (#5764) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-06 09:02:29 +08:00
R0CKSTAR 2eada79b99 [Hardware][MUSA] Make MiniMax H3 conditioned VAE RNG device-aware (#5703) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-08-05 03:11:46 -07:00
ooooooye 6510de344e [Bugfix][Diffusion] Fix DLO AllGather size mismatch for models with h… (#5802) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-05 09:32:41 +00:00
WeiQing Chen ae7bee0c43 [Feature] Align MiniMax H3 official input matrix (#5752) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-08-05 07:12:01 +00:00
Atharv Arun Chivate c9f2e5ad94 fix(bagel): correct CFG position ID concatenation for multimodal RoPE (#5775) 
Signed-off-by: atharv0o <missionblood2@gmail.com>
 2026-08-05 01:53:59 +08:00
Mu GuanLin b9a51592f0 [Model][Feat] MiniMax H3 online FP8 support (#5737) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-08-04 11:35:01 +00:00
ooooooye a4ea67a21b [Model] Add soundfile fallback for MiniMax H3 audio loading (#5699) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-03 16:24:50 +08:00
Isotr0py 24741961eb [Model] Add MiniMax H3 diffusion support (#5691) 2026-08-03 14:10:40 +08:00
SYLARandlishunyang12 4b1547b4d8 [Bugfix] Fix Wan2.2 omitted guidance scale resolution (#5615) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-01 15:17:33 +00:00