 Duncan MossandGitHub
|
552bbe6f4e
|
[Attention] Add head_dim=512 support for FlashInfer trtllm attention backend (#38822)
|
2026-05-22 20:27:35 -04:00 |
|
|
Yongye ZhuandGitHub
|
843715739b
|
[Refactor] Extract DeepSeek V4 sparse MLA impl into model folder (#43149)
|
2026-05-22 10:06:31 -07:00 |
|
|
Nick HillandGitHub
|
0f66623b0d
|
[Frontend] Rework fastokens integration (#43168)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-05-21 15:36:58 -07:00 |
|
|
Nicolò LucchesiandGitHub
|
7e4bc2cecb
|
[Docs][PD][NIXL] Lease extension mechanism for blocks on P (#43099)
Signed-off-by: NickLucche <nlucches@redhat.com>
|
2026-05-20 08:58:25 +02:00 |
|
|
|
257af77bc2
|
[Docs] Reorganize online serving docs. (#41907)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-05-19 14:43:18 +08:00 |
|
|
SoyaazzandGitHub
|
990f49bdcb
|
[MM][CG] Enable encoder Cudagraph for Step3VL (#42224)
Signed-off-by: JisoLya <523420504@qq.com>
Signed-off-by: Soyaazz <523420504@qq.com>
|
2026-05-17 20:19:13 -07:00 |
|
|
|
0d2732dd91
|
[MLA Attention Backend] Add TOKENSPEED_MLA backend for DSR1/Kimi K25 prefill + decode on Blackwell (#41778)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-05-13 23:48:02 -07:00 |
|
|
|
b3c69595a6
|
[MM][CG] Support ViT CG for Qwen2-VL (#41736)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-05-14 01:52:35 +08:00 |
|
|
Shanshan ShenandGitHub
|
92def124bc
|
[MM][Perf][CG] Support ViT full CUDA graph for Qwen3.5 (#42151)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-05-13 16:00:32 +08:00 |
|
|
bnellnmandGitHub
|
6427603ae8
|
[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-12 09:19:46 -04:00 |
|
|
|
1b57eb41f2
|
[MoE] Move various experts classes to fused_moe/experts/ (#41979)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
|
2026-05-11 07:54:33 +08:00 |
|
|
Ethan FengandGitHub
|
a43bc34baf
|
[Docs] Update server entrypoint examples (#42077)
Signed-off-by: Ethan Feng <ethan.fengch@gmail.com>
|
2026-05-09 02:03:52 +00:00 |
|
|
Lucas WilkinsonandGitHub
|
b1728c1e66
|
[Attention][Cleanup] Remove tree attention (#42121)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-05-08 18:36:19 -07:00 |
|
|
|
2a16ece2d3
|
tokenizer: Add fastokens support (#41741)
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-05-07 22:49:42 +08:00 |
|
|
|
51f22dcfd0
|
[Feat][CPU] Enable Gated DeltaNet Attention (Qwen 3.5 / 3.6) (#41025)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
|
2026-05-07 12:57:09 +08:00 |
|
|
|
51c1ee9b7c
|
[Examples] Resettle Disaggregated examples. (#40759)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-05-06 01:20:38 -07:00 |
|
|
Matthew BonanniandGitHub
|
be5983b874
|
[Docs] Add non-causal support to attention backend docs (#41643)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-05-04 20:35:15 +00:00 |
|
|
Luka GovedičandGitHub
|
d58c42e19c
|
[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-05-01 23:41:15 -04:00 |
|
|
John CalderonandGitHub
|
964a4bc2a5
|
[MM][CG] Support ViT CG for Qwen2.5-VL (#40830)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
|
2026-05-02 11:10:14 +08:00 |
|
|
|
f3fef12350
|
[Attention] Abstract the MLA prefill backends and eliminate cuDNN (#32623)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-01 13:36:20 -04:00 |
|
|
|
bc635fad23
|
[ROCm][Deepseek] dsv3.2 further optimization (#41217)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-05-01 23:06:00 +09:00 |
|
|
sychen52andGitHub
|
947138b6c2
|
Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-05-01 04:55:16 +00:00 |
|
|
|
4d5c89295b
|
(bugfix): block_size check for flex attn (#41363)
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-04-30 18:59:26 -07:00 |
|
|
|
b4806c8ee1
|
[DSV4] Add BF16 and MXFP8 A2A support for flashinfer a2a one sided (#40960)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
|
2026-04-30 15:33:12 -07:00 |
|
|
|
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 |
|
|
+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 |
|
|
Jiangyun ZhuandGitHub
|
e8ee2a78db
|
[Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-04-24 11:25:55 +00:00 |
|
|
|
079a4cf399
|
[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-24 06:05:49 +00:00 |
|
|
|
4506319a28
|
[compile] mla + group fp8 fusion (#38877)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-04-21 23:16:58 -04:00 |
|
|
Shanshan ShenandGitHub
|
936e0b79aa
|
[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-04-21 14:47:53 +00:00 |
|
|
Shanshan ShenandGitHub
|
8097591286
|
[Doc] Update ViT CUDA graph doc for mixed (image+video) inputs (#40355)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-04-21 02:31:09 +00:00 |
|
|
baiandGitHub
|
191e3fdaa1
|
Update flashinfer to 0.6.8 (#39959)
Signed-off-by: bai <v@gor.io>
|
2026-04-20 10:37:23 -07:00 |
|
|
Rita BrugarolasandGitHub
|
fb5635d3f9
|
[ROCm] Add MLA dual RMS norm fusion (Q, KV) pass for DeepSeek/Kimi-K2 (#39242)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
|
2026-04-20 14:56:27 +00:00 |
|
|
|
7243e02aa1
|
[ROCm][Feature] Enable AITER MLA attention backend to work with Eagle3 speculative decoding on ROCm (#39616)
Signed-off-by: larryli2-amd <larryli2@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-04-20 09:44:43 -05:00 |
|
|
Jee Jee LiandGitHub
|
bfde49e287
|
[DOC] Add fuse_minimax_qk_norm (#39782)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-04-18 00:41:37 -07:00 |
|
|
Michael GoinandGitHub
|
1174723eba
|
Fix TURBOQUANT backend selection in cuda.py (#40060)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-04-17 07:31:41 -07:00 |
|
|
wang.yuqiandGitHub
|
8d2cff8140
|
[Examples] Resettle Observability examples. (#40123)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
|
2026-04-17 03:13:31 -07:00 |
|
|
|
f4b42df048
|
[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-04-14 19:57:13 -07:00 |
|
|
|
1a9353bb02
|
[MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-04-14 19:27:39 +00:00 |
|
|
|
80118853f4
|
[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-04-14 16:49:32 +08:00 |
|
|
Yongye ZhuandGitHub
|
739e5945dc
|
[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-04-13 12:53:58 -04:00 |
|
|
|
a776a48b1c
|
[MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-08 19:23:08 +00:00 |
|
|
bnellnmandGitHub
|
b2b2c5239e
|
[MoE Refactor] Split up compressed_tensors_moe.py (#38960)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-06 20:07:54 -04:00 |
|
|
|
1f5ec2889c
|
[mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-04-02 21:16:11 -04:00 |
|
|
|
2ce3d0ce36
|
[Feature] KV cache per-token-head INT8/FP8 quantization (#38378)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
|
2026-04-02 08:13:26 -04:00 |
|
|
Stefano CastagnettaandGitHub
|
6183cae1bd
|
[Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang (#38730)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
|
2026-04-01 12:08:40 -07:00 |
|
|
MonishverandGitHub
|
c09ad767cd
|
Feature/silu block quant fusion v1 (#32996)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
|
2026-04-01 18:50:43 +00:00 |
|
|
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 |
|
|
|
077a9a8e37
|
[torch.compile] Refactor Attention Quant Fusion Pass and Remove Boilerplate (#37373)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
|
2026-03-31 14:15:50 -04:00 |
|
|
Andreas KaratzasandGitHub
|
43cc5138e5
|
[ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-28 22:08:03 -07:00 |
|