Commit Graph
73 Commits
Author SHA1 Message Date
102ba716bf [Feat] Add native Mooncake KV transfer from AR to DiT (#7166)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-09-20 14:44:55 +00:00
ooooooye a9abd563f9 [Bugfix][RAINFUSION_ATTN] Fix padding-mask rejection on packed [real, pad] layouts and reuse query tail as output padding (#7235)
Signed-off-by: brandneway <gyuan4892@gmail.com>
2026-09-20 10:56:51 +08:00
Zhenqiang Xuandzqxu 242c3cddeb [Hardware][Ascend] Integrate MindIE dense and sparse quantized attention for Wan2.2 T2V (#7561)
Signed-off-by: zqxu <xuzhenqiang3@huawei.com>
Co-authored-by: zqxu <xuzhenqiang3@huawei.com>
2026-09-18 01:28:27 +00:00
SYLARandlishunyang12 507cb1d834 [Attention] [P1] Keep H3 VSA policy in the model and share sparse primitives (#7535)
Signed-off-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@users.noreply.github.com>
2026-09-16 15:47:31 +08:00
heyuanliu-intel 40f8e94400 [Model][MiniMax-H3] Multi-GPU serving fixes and layer-wise offload component selection (#7047)
Signed-off-by: heyuanliu-intel <heyuan.liu@intel.com>
2026-09-14 10:02:30 -07:00
Oliver7th 767cc7977e [Bugfix][NPU] Materialize causal mask in FlashAttention dense path (#7324)
Signed-off-by: Oliver7th <fangzhengyi@huawei.com>
2026-09-14 01:46:29 +00:00
Zhou TaichangandClaude Opus 5 aff7d64948 [Rebase] Rebase to vLLM 0.29.0 (#7230)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-10 12:08:28 +08:00
NumberWan 038c9b948f [Bugfix] Resolve #6931 hub FA3 on torch 2.13 via kernels 0.16.1 (#7185)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-09-09 10:20:34 +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
95a9311696 [CI] Select mirror_hardwares presets via MIRROR_HW (H100/B200) (#5543)
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: [Your Name] <your.email@example.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
2026-09-02 15:39:49 +00:00
汪志鹏 c59b48b47e [Feature][MiniMax-H3] Complete VSA and Ulysses support (#6909)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-09-02 07:19:21 -04:00
fe4a2a7477 [Diffusion] Add paged KV cache support for HunyuanImage3 DiT on NPU and GPU (#6563)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <2831474076@qq.com>
2026-08-31 10:15:46 +00:00
HAAZZZEEEE c50b7de167 [NPU][Diffusion] MiniMax-H3 RainFusion end_step tail fallback (#6037)
Signed-off-by: HAAZZZEEEE <wang-taicheng@qq.com>
2026-08-29 18:36:05 +08:00
fan2956andWeiQing Chen 0dc8f45906 [Feat] Minimax H3 support ref and tgt video sparse attention on NPU (#6518)
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-08-29 11:10:53 +08:00
vOv 2d4724eb74 [Bugfix][Diffusion] Fix FLASH_ATTN cross-attention key-padding unpad (#5866)
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
2026-08-26 17:20:59 +00:00
Bo Li 51b7565f33 [perf] Add mask-free TRTLLM packed-padding path (#6542)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
2026-08-25 07:45:21 +00:00
d150a4fde7 [Feature][MiniMax-H3] Support diffusion continuous batching (#5810)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-08-24 21:08:53 +08:00
bjf-frzandHongsheng Liu 072bfc02dd [FEAT]Add FastVideo VSA backend for Wan2.2 (#4820)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-24 14:48:31 +08:00
Wang fuyinandHongsheng Liu 72ee535fcd [Diffusion] Add native paged KV backend for diffusion workers (#6102)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-22 21:45:45 +08:00
Yukim1andzwhzzz0821 0a1846aa45 [Diffusion] Add native KV cache initialization and Scheduler-managed block allocation (#6094)
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
2026-08-18 07:00:24 +00:00
SYLAR ce6ab0ca46 [Model] Add LTX-2.5 support (#6070)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
2026-08-15 18:27:23 +08:00
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
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
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
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
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
Isotr0py 24741961eb [Model] Add MiniMax H3 diffusion support (#5691) 2026-08-03 14:10:40 +08:00
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
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
84bbd57e4d [Feature] Add AllGather-KV sequence-parallel attention str… (#4968)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhuhh97 <zhh@unknown>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-24 14:45:26 +00:00
Samit a5db2d839a [Diffusion] Improve HuggingFace hub kernel loading in flash_attn_hub (#4977)
Signed-off-by: samithuang <285365963@qq.com>
2026-07-09 12:10:10 +08:00
Samit b96bc5ac87 Support HuggingFace kernels package for native diffusion attention backends (#4926)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-07-08 14:34:36 +08:00
Chendi.Xue f174ee54b0 [XPU] Add sage_attn backend (#3785)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
2026-06-09 19:28:18 +08:00
e35cd213d7 [NPU] [Perf] Adjust flash_attn mask shape for hunyuanvideo1.5 on npu (#3178)
Signed-off-by: liqian <65649795+vasede@users.noreply.github.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-06-02 23:23:18 +08:00
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
Alex Brooks 68a1d23e4d [Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-29 10:36:15 +08:00
126fb4b4a9 [Blackwell][1/N] Add SageAttention3 diffusion backend on blackwell(GB200/B200/RTX5090/PRO6000/DGX Spark available) (#3015)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-28 14:08:45 +00:00
373d3c7476 [Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
2026-05-28 11:09:25 +08:00
Chendi.Xue 475a4002b0 [XPU] set flash_attn as default diffusion attn backend and fix k_len for cross_attn (#3525)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
2026-05-18 23:58:15 +00:00
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
dengyunyang 857356d5b7 [Feature] hunyuanimage support flash attn (#2981)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-10 22:08:24 +08:00
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
Lancer c306511512 [Bugfix] Fix CUBLAS_STATUS_EXECUTION_FAILED when native Flash Attention is available (Wan2.2) (#3327)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-04 14:22:06 +00:00
Alex Brooks e403acda3f [Minor] Move FA Imports & Fix Import Check (#3307)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-02 08:34:29 +00:00
Alex Brooks 68a484589d [CI] Add vLLM FA to Flash Attention Selection (Bagel H100 Failures) (#3302)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-02 07:40:05 +08:00
R0CKSTARandCanlin Guo 52f17bf292 [Refactor] Extract has_flash_attn_pkg in OmniPlatform (#3068)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
2026-04-27 04:07:34 +00:00
R0CKSTAR 8384dead56 [MUSA][Feat] Upgrade MATE to match CUDA/ROCm behavior on FA (#2766)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
2026-04-23 03:07:02 +00:00