 Avery MiaoandKunshang Ji
|
c67650f04b
|
[XPU][DeepSeekV4]Add DeepSeek-V4 fuse_index_q SYCL kernel path (#45991)
Signed-off-by: Avery Miao <avery.miao@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-07-21 21:22:34 +08:00 |
|
|
Roberto L. Castroandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
7ca017778f
|
[Feat][Perf] Add new warmup infrastructure for JITs (#47451)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-20 13:21:55 -07:00 |
|
|
|
823eaf667d
|
[XPU] FP8 o_proj with fp8_bmm and load-time scale transpose (#48334)
Signed-off-by: Wu, Xiaochang <xiaochang.wu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-20 16:32:03 +08:00 |
|
|
Michael Goin
|
02c01f442b
|
[Model] Use standard ModelOpt config for Inkling NVFP4 (#48990)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-07-17 18:13:14 -07:00 |
|
|
|
f3e9497e92
|
[Model] Add Inkling LoRA support [4/N] (#48884)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-17 09:52:15 +08:00 |
|
|
Thien Tran
|
fe784ff22e
|
[M3] Improve indexer for long-context decode (sm100) (#48582)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-07-16 18:12:15 -07:00 |
|
|
Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
f17be06fbe
|
[Perf] Optimize clamp to clamp_ (#48143)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-16 18:41:07 -04:00 |
|
|
|
fb5ec0dc9e
|
[Model] Add Inkling MTP=1 support [3/N] (#48869)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-16 13:27:21 -07:00 |
|
|
Woosuk Kwon
|
f61163e6c7
|
[Model] Add Hopper FA4 relative attention for Inkling (#48858)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-07-16 11:26:52 -07:00 |
|
|
|
251f7e478e
|
[Model] Add PW CUDA graph support for Inkling [2/N] (#48822)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-16 10:28:56 -07:00 |
|
|
|
6570c9800c
|
[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-15 23:40:07 -07:00 |
|
|
|
9d1c695be5
|
[XPU] Add DSpark speculative decoding support for DeepSeek-V4 (#47677)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-15 17:59:02 -07:00 |
|
|
Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
4238b011a7
|
[Feature] Migrate moe sp support to non-torch compiled path for GLM5.2 (#47881)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-15 23:33:15 +00:00 |
|
|
kliuae
|
eb33ff34dd
|
[ROCm][Perf] DSv4 two-stage compressor kernel for HCA prefill (#47718)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
|
2026-07-15 23:31:51 +00:00 |
|
|
Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
442c421e79
|
[Perf] Remove redundant repeat and copy for dsv4, 1.8% E2E TPOT improvement. (#48137)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-15 00:48:10 +00:00 |
|
|
Wentao Ye
|
1ff9429655
|
[CI Bug] Fully solve accuracy issue for DSv3.2 + MTP + Sequence Parallel (#48036)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-14 10:00:24 -04:00 |
|
|
|
95aab66e95
|
[ROCm][MiniMax-M3][Spec Decode] Support speculative decode with AITER sparse PA (#47984)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-07-14 04:12:53 +00:00 |
|
|
|
ee5a89f4d7
|
[ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
|
2026-07-12 19:27:29 -07:00 |
|
|
|
51878e5b6e
|
[2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
|
2026-07-11 11:11:16 -04:00 |
|
|
larryli2-amdandAndreas Karatzas
|
c227aaa3f8
|
[ROCm] Enable DeepSeek-V4 DSpark speculative decoding on AMD (MI350X / MI355X, gfx950) (#47419)
Signed-off-by: larryli2-amd <larryli2@amd.com>
Signed-off-by: larryli2-amd <Larry.Li@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-10 23:22:19 +08:00 |
|
|
Wentao Ye
|
e257faf87d
|
[Refactor] Remove unused rocm kernel combine_topk_swa_indices_ragged (#48158)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-10 09:33:07 -04:00 |
|
|
Wei ZhaoandYongye Zhu
|
2afa3f7e95
|
[Perf] Minimax M3 - Support cross-layer allreduce-norm fusion (#47631)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-07-07 21:16:32 -07:00 |
|
|
Jeff (Junze) MaandLucas Wilkinson
|
80eb01e93d
|
[Bugfix] DSV4 TP16 garbage output (#47493)
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
|
2026-07-07 21:04:33 -07:00 |
|
|
Yongye ZhuandClaude Opus 4.8
|
9021589498
|
[Minimax-M3] Using tok_sparse_select from MSA instead of triton kernels (#47502)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
2026-07-07 21:01:12 -07:00 |
|
|
Jason Li
|
d99adcebdc
|
[BugFix] Fix ModelOpt quantization inference for fused siblings (#47445)
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
|
2026-07-08 03:19:42 +05:00 |
|
|
Jee Jee Li
|
5d23ca47ab
|
[Kernel] Applies routed_scaling_factor internally (#47408)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-07-07 02:00:54 -07:00 |
|
|
|
04adc8843b
|
[Bugfix]Fix DeepSeek-V4 fp8_ds_mla KV cache reshape (#47716)
Co-authored-by: yy-fighting <23518844576@qq.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-07-06 12:56:44 -07:00 |
|
|
Wentao Ye
|
f70caef48b
|
[Perf] Cache token_to_req_indices for dsv4, 5x~6x kernel performance improvement (#47474)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-06 11:17:46 -04:00 |
|
|
|
8d8ec38361
|
[Bugfix][Spec Decode] Add missing draft_id_to_target_id to DSparkDeepseekV4ForCausalLM (#47429)
Signed-off-by: Laurent-Zhang <zhangdongsheng80@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-06 10:55:47 -04:00 |
|
|
Kunshang JiandHarry Mellor
|
07f9baf756
|
Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-07-06 14:18:33 +01:00 |
|
|
xiaozhoupy
|
d039c17114
|
[Bugfix] Recycle post-final-norm hidden in GLM MTP (single norm) (#47448)
|
2026-07-06 01:07:56 -07:00 |
|
|
Giancarlo Delfin
|
d63c8e9444
|
[BugFix][Spec Decode] Compact shared topk indices buffer after first MTP draft step (#47238)
|
2026-07-01 21:38:51 -07:00 |
|
|
Michael Goin
|
2b753ad200
|
[Spec Decode] DSpark speculators checkpoint support (#47093)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-07-01 17:32:27 -07:00 |
|
|
|
f5a8d73377
|
[Spec Decode] DSpark (#46995)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2026-07-01 08:30:24 -07:00 |
|
|
Fangzhou AiandClaude
|
4e5ca89cfe
|
[ROCm][MiniMax-M3] Cross-layer lightning-indexer top-k sharing (#47269)
Signed-off-by: Fangzhou Ai <fangzhouai@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-07-01 10:50:09 +00:00 |
|
|
akii96
|
aa8bb5562e
|
[ROCm][Perf][Bugfix] DSv4 indexer: use platform FP8 dtype (fnuz) for Q-quant on gfx942 (#46730)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
|
2026-07-01 17:33:55 +08:00 |
|
|
|
ed41aa270a
|
[ROCm][DSV4] Use aiter mHC pre/post as the default ROCm path (#43950)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Signed-off-by: Fangzhou-Ai <fangzhouai@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-07-01 16:27:42 +08:00 |
|
|
|
c5200d3565
|
[Attention][DSA] support dcp for FLASHINFER_MLA_SPARSE (#46076)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: GirasoleY <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
2026-07-01 00:32:20 -04:00 |
|
|
Woosuk Kwon
|
f098ee70c7
|
[GLM5] Support FlashMLA FP8 KV cache (Hopper & Blackwell) (#47090)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-06-30 18:13:21 -07:00 |
|
|
Kunshang JiandHarry Mellor
|
e840f0d3f5
|
[Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-30 08:39:59 -07:00 |
|
|
Harry Mellor
|
1ab9522935
|
Remove more unnecessary load_weights methods (#47058)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-30 15:22:16 +01:00 |
|
|
Wentao Ye
|
75698e60b3
|
[Bug] Fix sparse attention issue for GLM5.2 non-torch compile path (#47083)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-29 15:45:53 -07:00 |
|
|
Ilya MarkovandMarkov Ilya
|
a2abce646f
|
[EPLB] Mask padding in EPLB load recording (#38128)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
|
2026-06-28 19:43:58 -07:00 |
|
|
Harry Mellor
|
311ad689ad
|
Remove boilerplate missed by #46820 (#46956)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-29 08:11:17 +08:00 |
|
|
Woosuk Kwon
|
4b643c463e
|
[GLM5] Fix minor typo (#46961)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-06-28 08:37:00 -07:00 |
|
|
Woosuk Kwon
|
89876b0c54
|
[GLM5] Implement op fusion for GLM5/DSV3.2 (#46876)
|
2026-06-28 08:17:39 -07:00 |
|
|
|
51a99565c3
|
[ROCm][Perf] Fused shared expert for Minimax M3 (#46474)
Signed-off-by: Fangzhou-Ai <fangzhouai@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
|
2026-06-27 12:34:17 +00:00 |
|
|
Woosuk Kwon
|
65e655d295
|
[GLM-5] Add DSV3.2/GLM5 to vllm/models/ (#46808)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-06-26 14:09:05 -07:00 |
|
|
Hongxia YangandClaude Opus 4.8
|
c2507fb293
|
[ROCm] [MoE] [Perf] Shared-expert fusion for bias-routed MoE; enable on MiniMax-M3 mxfp8 model (#46545)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
|
2026-06-26 07:05:20 -07:00 |
|
|
qli88andTJian
|
8e394244a5
|
[ROCm]Enable AITER MoE backend for MiniMax-M3-MXFP4 (#46419)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-06-26 06:35:35 -07:00 |
|