 MattandGitHub
|
4f0d0049a0
|
[Hardware][AMD][CI] Fix Kernels Attention test groups (#46080)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-06-21 17:10:51 -05:00 |
|
|
HumphreyandGitHub
|
4583630b56
|
[Bugfix][Kernel] Check output alignment in vectorize_with_alignment (fixes misaligned-address crash for non-multiple-of-8 head sizes) (#45466)
Signed-off-by: HumphreySun98 <humphreysun98@gmail.com>
|
2026-06-18 16:58:22 +00:00 |
|
|
Wentao YeandGitHub
|
0a7bacdcac
|
[DSv4 Perf] DSv4 flashinfer sparse index cache for metadata, 2%~4% TTFT improvement (#45863)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-17 10:55:48 -04:00 |
|
|
|
5bdc01bcc3
|
[M3] Tune Triton indexer score decode for spec-decode (#45743)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-06-16 21:07:34 -07:00 |
|
|
|
efd15e192a
|
[Bugfix][ROCm] Fix MiniMax-M3 FP8 KV cache dtype (#45720)
Signed-off-by: Cam Quilici <cjquilici@gmail.com>
Signed-off-by: Cameron Quilici <cjquilici@gmail.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-06-17 03:14:45 +00:00 |
|
|
Li, JiangandGitHub
|
a7fdfeef72
|
[CPU] Support Gemma Diffusion (#45690)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-06-16 14:39:56 +08:00 |
|
|
Wentao YeandGitHub
|
e18fe932ca
|
[Perf] Optimize DSv4 prefill chunk planning, 4.0% E2E Throughput Improvement (#45061)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-15 19:50:21 +00:00 |
|
|
+1
|
0a1c5034f5
|
[Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-06-16 01:01:25 +08:00 |
|
|
Li, JiangandGitHub
|
8760f972ca
|
[CPU] Refine CPU attention frontend (#45391)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-06-14 19:26:54 -07:00 |
|
|
|
badddd254f
|
[ROCm][DSV4][Perf] Fuse inverse-RoPE and cache bf16 wo_a in o-projection (#45103)
Signed-off-by: Fangzhou Ai <fangzhouai@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-06-12 15:57:09 -05:00 |
|
|
+1
|
eb28452b10
|
[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
|
2026-06-11 22:17:35 -07:00 |
|
|
|
fcf5115c45
|
[ROCm][DSv4][Perf] Flash-decode split-K decode attention kernel (#44899)
Co-authored-by: vLLM Contributor <contributor@vllm.ai>
|
2026-06-12 03:17:52 +00:00 |
|
|
Wentao YeandGitHub
|
5a6c7b7ab5
|
[Bug] Fix test flashmla for DSv4 (#45052)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-11 16:22:26 -04:00 |
|
|
Jiangyun ZhuandGitHub
|
f81daf8880
|
[Attention] add triton diff-kv backend for mimo (#41797)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-06-11 11:36:31 -04:00 |
|
|
|
82d6b59f04
|
[CI/Build] Skip test_use_trtllm_attention on non-CUDA platforms (#44687)
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-06-10 18:18:42 -04:00 |
|
|
Agata DobrzyniewiczandGitHub
|
a947f7a420
|
[Kernel][Test] Extend lightning_attn and awq_triton kernel tests to XPU (#43307)
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
|
2026-06-04 14:25:59 -04:00 |
|
|
|
06f94633e7
|
[ROCm][CI] Add test for Aiter unified attn kernel (#44436)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-06-04 16:15:05 +00:00 |
|
|
Li, JiangandGitHub
|
823d271c0d
|
[Attention][CPU] Standardize kv layout to blocks first (#44393)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-06-03 19:03:09 +08:00 |
|
|
Yongye ZhuandGitHub
|
843715739b
|
[Refactor] Extract DeepSeek V4 sparse MLA impl into model folder (#43149)
|
2026-05-22 10:06:31 -07:00 |
|
|
Dom BrownandGitHub
|
d247a931cc
|
[feat] Add FP8 per-tensor Q scale support to Triton attention backend (#42080)
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
|
2026-05-19 09:02:05 -07:00 |
|
|
|
b2c58ee942
|
[FlashAttn] Fix supports_kv_cache_dtype() accepting unhandled fp8 kv-cache dtype variants (#42685)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-05-15 15:34:59 -04:00 |
|
|
|
f351455f0f
|
[CPU][RISC-V] Add RVV-optimized attention kernels for RISC-V Vector Extension (#40119)
Signed-off-by: liuyudong <liuyudong@iscas.ac.cn>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-05-15 12:08:23 +08:00 |
|
|
|
3c413a5481
|
Triton attention: add USE_TD constexpr for tensor descriptor Q/K/V load/store (#40327)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: quinnlp <quinnlp@users.noreply.github.com>
|
2026-05-13 13:57:41 +02:00 |
|
|
Hexiang WangandGitHub
|
7863fff6e5
|
[ROCm][DSv4] implement flash sparse mla with triton kernels (#41812)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
|
2026-05-11 09:27:11 -07:00 |
|
|
sychen52andGitHub
|
947138b6c2
|
Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-05-01 04:55:16 +00:00 |
|
|
|
22524f7a92
|
[Feat] CPU fp8 attn for AMX/AVX-512 (#39445)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-04-29 20:43:21 +08:00 |
|
|
Matthew BonanniandGitHub
|
fd74c90d9c
|
[Attention][Spec Decode] Allow independent drafter attention backend selection (#39930)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-04-27 19:38:09 -07:00 |
|
|
+8
|
4d51588e23
|
[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-04-26 18:31:08 -07:00 |
|
|
Vadim GimpelsonandGitHub
|
6d85b36a9f
|
Revert #38730 and #38791 (#40032)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
|
2026-04-21 11:44:11 -04:00 |
|
|
baiandGitHub
|
191e3fdaa1
|
Update flashinfer to 0.6.8 (#39959)
Signed-off-by: bai <v@gor.io>
|
2026-04-20 10:37:23 -07:00 |
|
|
Yan MaandGitHub
|
e06de7f005
|
[XPU] enable triton attention test on XPU by removing cuda device binding (#39627)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-04-20 20:57:11 +08:00 |
|
|
sychen52andGitHub
|
6b2b7bd0eb
|
Add nvfp4 support to reshape_and_cache_flash (#37332)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-04-17 07:28:00 -07:00 |
|
|
Yan MaandGitHub
|
ec68d53b2b
|
Add platform manual_seed_all API (#38468)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-04-10 13:43:50 +08:00 |
|
|
Carl YandGitHub
|
3bc2734dd0
|
[Kernel] Fuse FP8 output quantization into merge_attn_states (#36518)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
|
2026-04-03 01:47:04 +00:00 |
|
|
|
58262dec6e
|
[Bugfix] Fix test mocks after SM100 restriction in #38730 (#38791)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-02 13:12:58 -04:00 |
|
|
Li, JiangandGitHub
|
36d7f19897
|
[CPU] Support head_size 512 in cpu_attn (#38676)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-04-01 05:42:27 +00:00 |
|
|
Olya KozlovaandGitHub
|
598190aac3
|
[fix] Remove trtllm ragged mla prefills (#36540)
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
|
2026-03-31 12:30:27 -07:00 |
|
|
|
dc6908ac6a
|
[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-03-23 18:31:14 -04:00 |
|
|
Andreas KaratzasandGitHub
|
3ffa52009f
|
[ROCm][CI] Guard CudaPlatform/RocmPlatform imports to fix test collection on cross-platform builds (#37617)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-21 11:58:58 +08:00 |
|
|
Andreas KaratzasandGitHub
|
58cde5c026
|
[ROCm][CI] Skip trtllm kvfp8 dequant tests on ROCm (#37330)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-18 11:12:26 +08:00 |
|
|
Andrey TalmanandGitHub
|
68f783a727
|
[Torch 2.11] Guard torch._C._cpu attribute checks for forward compatibility (#35673)
Signed-off-by: atalman <atalman@fb.com>
|
2026-03-17 18:47:59 +00:00 |
|
|
|
6c1cfbad32
|
Support non-contiguous KV cache in TRTLLM fp8 dequant kernel (#36867)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Pavani Majety <pavanimajety@gmail.com>
|
2026-03-16 17:48:42 -07:00 |
|
|
grimulkanandGitHub
|
a1257fd1ea
|
[Kernel] Add FP8 KV cache support to Triton MLA decode attention (#34597)
Signed-off-by: grimulkan <grimulkan@gmail.com>
|
2026-03-12 08:32:34 -07:00 |
|
|
Kunshang JiandGitHub
|
53ec16a705
|
[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-12 07:57:47 -07:00 |
|
|
|
f0d3658c0f
|
[MM][OOT] Support CPU seq_lens for OOT MMEncoderAttention kernels (#36605)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-03-12 03:28:23 -07:00 |
|
|
Julien DenizeandGitHub
|
a5d06dc557
|
Add 320 dimension size support to MLA (#36161)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
|
2026-03-11 10:21:22 -07:00 |
|
|
Wuxun ZhangandGitHub
|
e584dce52b
|
Add XPU MLA Sparse backend for DeepSeek v3.2 (#33230)
Signed-off-by: Zhang, Wuxun <wuxun.zhang@intel.com>
|
2026-03-11 19:19:15 +08:00 |
|
|
Matthew BonanniandGitHub
|
77a73458e3
|
Reapply [Attention] Refactor check_and_update_config (#35122)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-03-09 07:17:14 -07:00 |
|
|
Isotr0pyandGitHub
|
b0906d8b02
|
[MM Encoder] Default to use TORCH_SDPA backend for ViT on Volta/Turing GPU (#36472)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-03-09 03:43:44 -07:00 |
|
|
Alexei-V-Ivanov-AMDandGitHub
|
225d1090a0
|
Enabling some B200-specific tests on MI355 (#35253)
Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
Signed-off-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com>
|
2026-03-06 19:27:20 +00:00 |
|