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334 Commits

Author SHA1 Message Date
qli88
9f64e93415
[BugFix][AMD] Compatible patch for latest AITER(05/07/2025) (#17864) 
Signed-off-by: Qiang Li <qiang.li2@amd.com>
 2025-05-09 08:59:36 -06:00
Lucas Wilkinson
5e6f939484
[Attention] MLA move rotary embedding to cuda-graph region (#17668) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-09 11:14:42 +08:00
vllmellm
3c9396a64f
[FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
 2025-05-09 10:42:05 +08:00
Agata Dobrzyniewicz
843b222723
[Hardware][Intel-Gaudi] Support Automatic Prefix Caching on HPU (#17648) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-05-07 22:37:03 -07:00
Michael Goin
e50a1f1a9c
[TPU] Add kernel test for moe_pallas (#17496) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-05-06 17:59:57 -07:00
Thomas Parnell
2f925e5777
[Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode (#16828) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-06 18:21:48 -04:00
Chen Zhang
cba31c47c4
[v1] AttentionMetadata for each layer (#17394) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 07:58:37 -07:00
Mengqing Cao
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Hui Liu
4c33d67321
[Bugfix] fix tmp_out and exp_sums dimensions (#17438) 
Signed-off-by: Hui Liu <96135754+hliuca@users.noreply.github.com>
 2025-05-02 16:44:07 +00:00
Andrew Sansom
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings (#15428) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 01:06:39 -07:00
Lucas Wilkinson
afcb3f8863
[Attention] MLA move o_proj q_proj into cuda-graph region (#17484) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-02 03:16:26 +00:00
Hongxia Yang
28566d73b3
[ROCm] remove unsupported archs from rocm triton flash-attention supported list (#17536) 
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-05-01 07:54:25 -07:00
Lucas Wilkinson
3c3d767201
[BugFix] Fix mla cpu - missing 3 required positional arguments (#17494) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-01 14:36:52 +08:00
Kunshang Ji
ed6cfb90c8
[Hardware][Intel GPU] Upgrade to torch 2.7 (#17444) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
 2025-04-30 00:03:58 -07:00
Huy Do
2c4f59afc3
Update PyTorch to 2.7.0 (#16859) 2025-04-29 19:08:04 -07:00
Lucas Wilkinson
d8bccde686
[BugFix] Fix vllm_flash_attn install issues (#17267) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-27 17:27:56 -07:00
Chen Zhang
838cedade7
[Bugfix] Get a specific type of layer from forward context (#17222) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-27 00:58:05 -07:00
rasmith
8e4b351a0c
[Kernel][Triton][FP8] Adding fp8 and variable length sequence support to Triton FAv2 kernel (#12591) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-04-27 00:35:08 +00:00
Agata Dobrzyniewicz
c48334d405
[Hardware][Intel-Gaudi] Update hpu-extension and update bucketing system for HPU device (#17186) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-04-26 05:55:14 -07:00
Shu Wang
9e96f56efb
Allocate kv_cache with stride order (#16605) 
Signed-off-by: shuw <shuw@nvidia.com>
 2025-04-25 22:03:31 -07:00
rasmith
a41351f363
[Quantization][FP8] Add support for FP8 models with input_scale for output projection and QK quantization (#15734) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-04-25 00:45:02 -07:00
vllmellm
047797ef90
[Bugfix] Triton FA function takes no keyword arguments (#16902) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-04-22 21:35:24 -07:00
Aleksandr Malyshev
bc7c4d206b
[Kernel][ROCM] Upstream prefix prefill speed up for vLLM V1 (#13305) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Signed-off-by: maleksan85 <maleksan@amd.com>
Signed-off-by: <>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
 2025-04-22 19:11:56 -07:00
vllmellm
30bc3e0f66
[FEAT][ROCm]: Support AITER MLA (#15893) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
 2025-04-22 09:31:13 -07:00
Zhengyuan Su (苏政渊)
f961d7f6ef
[BugFix] Pass in correct VLLM config in FlashInfer backend (#13207) (#16973) 
Signed-off-by: 苏政渊 <suzhengyuan@moonshot.cn>
Co-authored-by: 苏政渊 <suzhengyuan@moonshot.cn>
 2025-04-22 06:44:10 -07:00
vllmellm
0e237f0035
[FEAT][ROCm] Integrate Paged Attention Kernel from AITER (#15001) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-04-22 02:46:28 -07:00
Yan Ma
fe3462c774
[XPU][Bugfix] minor fix for XPU (#15591) 
Signed-off-by: yan ma <yan.ma@intel.com>
 2025-04-22 00:02:57 +08:00
Luka Govedič
aaec845f8e
[ROCm] [Attention] Cleanup ROCm output passing (#16431) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2025-04-18 05:46:45 +00:00
Lucas Wilkinson
183dad7a85
[Attention] Update to lastest FA3 code (#13111) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-04-17 15:14:07 -07:00
Yihua Cheng
3408e47159
[P/D][V1] KV Connector API V1 (#15960) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-17 13:22:40 -07:00
DefTruth
280d62b8a2
[Kernel] Remove redundant Exp calculations (#16123) 
Signed-off-by: DefTruth <qiustudent_r@163.com>
 2025-04-15 12:58:37 +00:00
DefTruth
ce4ddd2d1a
[Misc] remove warning if triton>=3.2.0 (#16553) 
Signed-off-by: DefTruth <qiustudent_r@163.com>
 2025-04-14 02:39:47 -07:00
DefTruth
e9528f6dc6
[Kernel] support merge_attn_states CUDA kernel, 3x speedup (#16173) 
Signed-off-by: DefTruth <qiustudent_r@163.com>
 2025-04-11 06:50:50 -06:00
yihong
04149cce27
[BugFix] fix some typos found by typos. (#16314) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-04-09 03:43:59 -07:00
yihong
819d548e8a
[BugFix] logger is not callable (#16312) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-04-09 00:59:02 -07:00
TJian
2976dc27e9
[Bug] [ROCm] Fix Llama 4 Enablement Bug on ROCm: V0 ROCmFlashAttentionImpl and Triton Fused MoE bugs (#16198) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
 2025-04-08 19:12:34 -07:00
Yong Hoon Shin
05a015d6a5
Add warning for Attention backends that do not support irope yet (#16212) 2025-04-08 03:59:26 +00:00
Lucia Fang
620fc2d09e
[Model] fix model testing for TeleChat2ForCausalLM and V0 llama4 (#16112) 
Signed-off-by: Lu Fang <fanglu@fb.com>
 2025-04-05 21:23:40 -07:00
Gregory Shtrasberg
40a36ccfeb
[ROCm][Bugfix] Use platform specific FP8 dtype (#15717) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-04-04 09:40:20 -07:00
Liangfu Chen
d2b58ca203
[Neuron][kernel] Fuse kv cache into a single tensor (#15911) 
Signed-off-by: Liangfu Chen <liangfc@amazon.com>
 2025-04-03 09:51:32 -07:00
Aleksandr Malyshev
e73ff24e31
[ROCM][KERNEL] Paged attention for V1 (#15720) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
 2025-04-02 19:48:00 -07:00
Gregory Shtrasberg
ecff8309a3
[ROCm] Env variable to trigger custom PA (#15557) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-03-26 22:46:12 -07:00
cyyever
1aa162e030
Apply torchfix (#15532) 
Signed-off-by: cyy <cyyever@outlook.com>
 2025-03-26 12:09:06 +00:00
Lucas Wilkinson
33437bc6e7
[BugFix] Fix nightly MLA failure (FA2 + MLA chunked prefill, i.e. V1, producing bad results) (#15492) 
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
 2025-03-25 20:33:22 -07:00
Thien Tran
4f044b1d67
[Kernel][CPU] CPU MLA (#14744) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2025-03-25 09:34:59 +00:00
Lucas Wilkinson
dccf535f8e
[V1] Enable V1 Fp8 cache for FA3 in the oracle (#15191) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-03-23 15:07:04 -07:00
Russell Bryant
b877031d80
Remove openvino support in favor of external plugin (#15339) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-22 14:06:39 -07:00
Nicolò Lucchesi
cfbb8c930f
[TPU][V1] MHA Pallas backend (#15288) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-03-21 08:50:39 -07:00
Travis Johnson
0032903a5b
[Bugfix] detect alibi and revert to FA2 (#15231) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
 2025-03-20 19:20:16 -07:00