Commit Graph
496 Commits
Author SHA1 Message Date
hurukawa 2a315e1a2d [Perf] Support request-level batching for Wan2.2 pipelines (#5676)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: nagisa <1434936049@qq.com>
2026-08-15 23:58:36 +08:00
SYLARandHongsheng Liu d1e230c95b [Diffusion][Quantization] Enable MiniMax-H3 global FP8 with DLO (#5910)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-15 23:01:26 +08:00
SYLAR ce6ab0ca46 [Model] Add LTX-2.5 support (#6070)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
2026-08-15 18:27:23 +08:00
7b76b6446d [Model][Performance] Optimize MiniMax-H3 strict Ulysses boundaries (#6173)
Signed-off-by: mokashliu <mokashliu@tencent.com>
Co-authored-by: mokashliu <mokashliu@tencent.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-08-15 16:27:52 +08:00
R0CKSTAR 728640f4d9 [Bugfix][MUSA][Qwen Image] Avoid complex RoPE alias guards (#6110)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2026-08-14 15:51:23 +08:00
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Alex Brooks 089bb88706 [Model] Remove Text Encoder Output Layer Hardcoding in Flux2 (#5589)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-07-30 09:55:42 +00:00
TaffyOfficialandTaffyOfficial 0c88f8a0b6 [Refactor] Normalize diffusion request extra arguments in Chat serving (#5171)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
2026-07-30 07:08:12 +00:00
Mu GuanLin 1b718f7b15 [Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan (#5547)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-29 17:40:40 +00:00
zzhanddengyunyang dba05c3517 Enable Diffusion Image models asynchronous output (#4981)
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-29 17:21:55 +00:00
R0CKSTAR ab0da662c0 [Hardware] Enable CosyVoice3 on Moore Threads MUSA (#5164)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2026-07-29 02:46:27 +00:00
Zhang Jian fa41fdf252 [recipe][NPU] add cosmos3-super recipe on 8xA3 (#5097)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
2026-07-29 08:29:33 +08:00
Mu GuanLin 12d75cf63a [Feature] Add official LTX multimodal guidance and precision guard (#5148)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-28 10:44:25 +00:00
cbab1d4d8f [Rebase] Rebase to vllm 0.26.0 (#5443)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
2026-07-27 23:35:49 +08:00
SYLARandlishunyang12 7762d664d8 [Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
2026-07-27 22:48:11 +08:00
e108cbb510 [NPU][HunyuanImage3] Adapt diffusion FusedMoE for vLLM >= 0.24.0 (#5167)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-27 22:41:34 +08:00
汪志鹏 88b7ca2ffa [Model] Support MammothModa2-Dev (#5411)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
2026-07-27 17:01:54 +08:00
Zeyu Huang | 黃澤宇 eaf90d8eff [Frontend] Add midway prompt update for streaming video generation (#4652)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-07-27 14:07:43 +08:00