Commit Graph
334 Commits
Author SHA1 Message Date
Wenjia Li 8ecd1f6d5c [Perf][NPU] Fuse MiniMax H3 Qwen3-VL SwiGLU (#6167)
Signed-off-by: Wenjia Li <wjialish@gmail.com>
2026-08-14 11:47:17 +00:00
Wenjia Li ffd11c181e [Perf][NPU] Fuse MiniMax H3 Qwen3-VL RoPE (#6061)
Signed-off-by: Wenjia Li <wjialish@gmail.com>
2026-08-14 09:49:26 +00:00
R0CKSTAR 022d7a7695 [Perf][Diffusion] Avoid redundant MiniMax-H3 reference video scans (#6064)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2026-08-14 15:49:26 +08:00
baonudesifeizhai b300f66656 [Bugfix] Fix HSDP compatibility with the new online FP8 linear method (#5677)
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
2026-08-14 15:45:55 +08:00
TJianandHongsheng Liu bc73546c06 [ROCm] [CI] Migrate CI to mi300x for v0.27.x (#5886)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-14 15:38:47 +08:00
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
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
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
NATUREandAlicia d77a35a32b [Bugfix] Scope Bagel FP8 config to diffusion stage (#6085)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
2026-08-13 11:23:47 +08:00
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
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
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
ooooooyeandHongsheng Liu 422d8fd8f9 [Bugfix][Diffusion] Restore supports_packed_mask_free on teacache FakeBackend (#5997)
Signed-off-by: brandneway <gyuan4892@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-10 22:20:37 +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
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
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
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
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
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
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
Mu GuanLin 240e6655be [CI][Bugfix] Fix Minimax-H3 FP8 Accuracy Test (#5829)
Signed-off-by: mglyn <1203789601@qq.com>
2026-08-06 03:27:01 +00:00
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
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
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
Isotr0py 24741961eb [Model] Add MiniMax H3 diffusion support (#5691) 2026-08-03 14:10:40 +08:00
wangyu 727f90958e [CI/Build] Split diffusion distributed nightly tests by L4 and H100 (#5695)
Signed-off-by: wangyu <410167048@qq.com>
2026-08-03 12:35:54 +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
Harenome 安仁 Ranaivoarivony-Razanajato 8cb79308c6 diffusion: Fix silent override of explicit guidance_scale=0 (#4999)
Signed-off-by: Harenome Ranaivoarivony-Razanajato <harenome.razanajato1@huawei.com>
2026-08-01 03:19:21 +00:00
SYLAR 896f05e7e6 [Kernel] Add typed SAGE for TRTLLM_ATTN (#5509)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
2026-07-31 23:11:39 +00:00
akshatvishu 4563999ec0 [BugFix][Diffusion] Add CPU LAPACK fallback for FlowUniPC (#5329)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-07-30 15:09:48 +00:00