Commit Graph
54 Commits
Author SHA1 Message Date
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
R0CKSTAR fb3c6bd9b1 [Feat] Add MUSA flash attention support via mate package (#2451)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
2026-04-08 16:01:30 +08:00
Zhou Taichang 2804a85e58 [Rebase] Rebase to vllm v0.19.0 (#2475) 2026-04-04 15:03:32 +08:00
Lidang JiangandClaude Opus 4.6 515d15ef87 [Cleanup] Replace bare print() with logger and use specific exception types (#2228)
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-03 23:59:07 +08:00
R0CKSTAR 3def008b32 [Feat] Add MUSA platform support for Moore Threads GPUs (#2337)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
2026-04-01 17:55:00 +08:00
dongbo910220andDidan Deng 50bd1961bf [Feature]: add Ulysses advanced_uaa mode (#1379)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 14:55:54 +08:00
Yan Ma cf1f4c6338 [XPU] Enable FLASH_ATTN on XPU (#1332)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-02-26 20:28:09 +08:00
亦瑾 5e7974c15b [Bugfix] Fix SDPA attention mask dtype and shape (Fix #857) (#1349)
Signed-off-by: jader <yjader@foxmail.com>
2026-02-26 11:54:28 +08:00
75770c9309 [Rebase] Rebase to vllm v0.16.0 (#1357)
ComfyUI Integration -- Publish to Comfy registry / Publish Custom Node to registry (push) Failing after 44s
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: ZJY0516 <zhu.jiangyun@foxmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
2026-02-13 18:05:07 +08:00
liuzhenwei 00bd07b82b [XPU] Update Bagel's flash_attn_varlen_func to fa utils (#1295)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
2026-02-12 21:33:06 +08:00
XU MingshiandHongsheng Liu 9494d691bf [CI] Refactor test_sequence_parallel.py and add a warmup run for more accurate performance stat (#1165)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-02-03 12:23:15 +08:00
ed89c8b043 [Bugfix] Fix NPU SDPA attention mask shape and semantics (#1031)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: muziyuhui666 <111362884+muziyuhui666@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-31 14:14:15 +08:00
XU MingshiandHongsheng Liu 5b8ade8446 [Diffusion][Bugfix] Fix the flash_attn backends selection logic (#983)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-29 16:44:58 +08:00
Canlin Guo c9392dff01 [Hardware] Support platforms and plugin system (#774)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-01-28 22:12:52 +08:00
TJian 46e96e18e3 [ROCm] [Perf] Add AITER Flash Attention (#941)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-01-27 20:14:49 +08:00
Jiangyun Zhu 0df8e80574 [diffusion] use fa3 by default when device supports it (#783)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-01-22 15:00:29 +08:00
Didan Deng 43ec7f701b [Feature] Flash Attention to Support Attention Mask (#760)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-01-16 11:01:11 +08:00
XU Mingshi 8e20b33b38 [Bugfix] Raise ValueError when joint_strategy='rear' and causal=True in Ring Attention (#767)
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Signed-off-by: mxuax <mxuax@connect.ust.hk>
2026-01-13 17:13:31 +08:00
Didan Deng 4df794bdaa [Bugfix] Solve Ulysses-SP sequence length not divisible by SP degree (using padding and attention mask) (#672)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-01-08 00:02:22 +08:00
680742bc33 [Diffusion]: Diffusion Ring Attention support (#273)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2025-12-31 14:26:30 +00:00