|
b715699df4
|
[ROCm][Perf] Extend QK-norm/RoPE/KV-cache fusion to MRoPE (#50212)
Signed-off-by: Vorapol Assavasangthong <Vorapol.Assavasangthong@amd.com>
Co-authored-by: Santosh Hiremath <Santosh.Hiremath@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-09-23 11:11:57 -05:00 |
|
|
fxmarty-amdandmgoin
|
0549e8d0ab
|
[Quark] Remove quark-specific silent online quantization (#51800)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2026-09-23 11:35:30 -04:00 |
|
|
HDCharles
|
9f07d023d0
|
[Quantization] Enable humming wNaM asymmetric quant (zero_point) with compressed-tensors (#46528)
|
2026-09-23 10:23:11 -04:00 |
|
|
Shuolei Wang
|
9ed81581a8
|
[Perf][MoE] Skip top-k slots routed to non-local experts in TritonExp… (#58051)
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Signed-off-by: Shuolei Wang <948904026@qq.com>
|
2026-09-23 21:03:21 +08:00 |
|
|
|
157bcb7c48
|
[DSpark] Support pipeline-parallel targets in aggregated serving (#56956)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-09-23 04:52:28 -07:00 |
|
|
aoshen02andYongye Zhu
|
973a3be780
|
[Refactor][Quantization] Make FP8 and MLA weight transforms reusable pure functions (#57732)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-09-23 01:16:20 -07:00 |
|
|
|
9127170b88
|
[Quantization] Select per-token NVFP4 MoE backends explicitly (#57176)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
|
2026-09-23 07:30:58 +00:00 |
|
|
00CC
|
eb2e91d3ba
|
[ROCm][Perf] Use wvSplitK for single-output GEMMs (#53283)
Signed-off-by: tangzzycc <3081129260@qq.com>
|
2026-09-23 06:38:17 +00:00 |
|
|
Jee Jee Li
|
de6674b002
|
[MoE] Use GateLinear for all MoE models (#58234)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-09-23 05:40:13 +00:00 |
|
|
|
88aa0d287d
|
[Spec decode] Support variable-length decode for Kimi-K3 adaptive ver (#52988)
Signed-off-by: Albert Cheng <albecheng@nvidia.com>
Signed-off-by: Albert Cheng (Engrg-Hardware 1) <albecheng@login-bia01.bia.clusters.nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
|
2026-09-22 20:43:32 -07:00 |
|
|
Michał GanczarenkoandClaude
|
73c59d365b
|
[XPU] Wire up SYCL apply_rotary_emb kernel in ApplyRotaryEmb (#55721)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Signed-off-by: Michał Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-09-22 20:43:24 -07:00 |
|
|
|
d110c2f19c
|
[ROCm] Use silu_and_mul_with_clamp's torch._C op (#52052)
Signed-off-by: Tres Popp <tres.popp@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-22 18:30:14 -05:00 |
|
|
|
1c0eee919d
|
[ROCm][Model][Bugfix] Enable GLM-5.2-MXFP4 on the deepseek_v32 path and fix sparse attention correctness (#51915)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Signed-off-by: Jack Hu <jack.hu@amd.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: James E T Smith <jamesETsmith@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
|
2026-09-22 18:08:51 -05:00 |
|
|
Misha Goin
|
25965ee583
|
[Kernel] Remove AllSpark INT8 W8A16 GEMM backend (#58001)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-09-22 14:07:34 -07:00 |
|
|
Wentao Ye
|
fae5cbfc8b
|
[Refactor] Remove dead code multiple places (#58002)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-09-22 16:36:03 -04:00 |
|
|
stefankoncarevicandAndreas Karatzas
|
72675c4706
|
[Bugfix][ROCm] Dispatch the QuantFP8 CUDA fallback on the class (#58136)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-22 17:49:11 +00:00 |
|
|
Gilles TurpinandWentao Ye
|
74370a0e30
|
[Bugfix] hadacore_transform: respect inplace parameter to fix garbage outputs with QuIP transforms (#43462)
Signed-off-by: Gilles Turpin <turpingilles15@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-09-22 12:48:20 -04:00 |
|
|
Tony LinandFlora Feng
|
e4340e41c9
|
[Feat][XPU] VLLM_BATCH_INVARIANT support for Dense/MoE models (#55881)
Signed-off-by: Tony Lin <tony.lin@intel.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
|
2026-09-22 11:06:54 -04:00 |
|
|
Mikko TukiainenandCursor
|
68363d64ec
|
[ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (#47842)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-09-22 14:38:16 +08:00 |
|
|
|
a369a7becc
|
[Perf][Attention] Reduce GLM sparse MLA preparation overhead (#57458)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
|
2026-09-21 17:24:25 -07:00 |
|
|
Garrett GoonandClaude Opus 5
|
8bf051cd51
|
[Bugfix][Kernel] Skip the fused silu-mul block-quant fast path when a swiglu clamp is set (#57984)
Signed-off-by: Garrett Goon <garrett@primeintellect.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-21 22:38:38 +00:00 |
|
|
|
382970ee6c
|
[Kimi-K3][AMD] Return KDA and MLA projection outputs directly (#50592)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-21 15:44:41 -05:00 |
|
|
Andreas KaratzasandOpenAI Codex
|
12972ae40b
|
[Bugfix][ROCm] Reject unsupported EP for monolithic AITER MXFP4 MoE (#57866)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-09-21 15:30:21 -05:00 |
|
|
Andreas KaratzasandOpenAI Codex
|
9179bcd416
|
[Bugfix][MoE] Reject hash routing for unsupported monolithic backends (#57867)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-09-21 16:28:35 -04:00 |
|
|
Mikko Tukiainenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
17322375a2
|
[ROCm][Perf] Route the fused shared-expert gate GEMM through the platform dispatcher (#54185)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-09-21 17:17:55 +00:00 |
|
|
|
0b7f11a1ee
|
[AuxOutput] Add block-keyed storage for routed-expert outputs (#45635)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-21 10:25:05 +00:00 |
|
|
Chaunceyandzjy0516
|
3df4ae153e
|
[Core][KDA] Generalize Mamba prefill checkpoint builder and exporter (#57783)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-09-21 04:46:11 +00:00 |
|
|
|
7d99c2c4fd
|
[Feature][Humming] Humming feature integration (#56685)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2026-09-20 08:11:01 -07:00 |
|
|
Chauncey
|
bf01fc4a31
|
[GLM-5.3-Flash] Route kpool indexer top-k through the shared SparseIndexerTopk dispatcher (#57546)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-09-20 11:17:59 +00:00 |
|
|
Misha GoinandErinYin
|
e5fce7b56b
|
[Core][Kernel] Share persistent workspaces for Marlin and Humming (#57421)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: ErinYin <liang.yin@daocloud.io>
|
2026-09-20 17:28:33 +08:00 |
|
|
Yan Ma
|
d05da62e9c
|
[XPU] fix incorrect gdn kernel log for XPU path (#54871)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-09-20 14:00:31 +08:00 |
|
|
|
133b71e0be
|
[Bugfix] Take padded path for ragged decode batches in sparse_attn_indexer (#52500)
Signed-off-by: pavelzak <pavel.zakharov@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-09-19 20:14:29 +00:00 |
|
|
|
fbe8a157fb
|
[ROCm][Perf] Enable the AITER GDN decode fast path for flat qkvz layouts (#53623)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-09-19 06:05:04 -07:00 |
|
|
siyuandIsotr0py
|
4cc15f2121
|
[Quantization] Let ModelOpt MXFP8 layers load pre-processed weights Purpose (#57316)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
|
2026-09-19 09:16:39 +00:00 |
|
|
Andreas KaratzasandOpenAI Codex
|
2c3fb4c545
|
[CI][ROCm] Deprecate DinD for MI250 test groups (#56162)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-09-18 14:13:35 -07:00 |
|
|
|
1cdf1689e5
|
[Quantization][XPU] Enable int8_w8a8 MoE on the Triton backend for XPU (#53162)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-09-18 22:38:15 +08:00 |
|
|
Kevin Liandkevinli
|
911548247a
|
[Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101)
Signed-off-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
Co-authored-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
|
2026-09-18 10:34:01 -04:00 |
|
|
Taneem Ibrahim
|
2b8a5495a8
|
[Mypy] Fix mypy typing for N/O models (#54142)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
|
2026-09-18 12:50:01 +01:00 |
|
|
Yuwen ZhouandLi, Jiang <jiang1.li@intel.com>
|
b346479065
|
[CPU] Add CPU FP8 W8A8 linear/MoE support (#49942)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-09-18 17:59:42 +08:00 |
|
|
meng-amd
|
6df2b1a8c6
|
[Quantization] Support native Quark W4A16 INT4/UINT4 exports in vLLM (#48606)
Signed-off-by: HongWei Meng <HongWei.Meng@amd.com>
|
2026-09-18 17:52:46 +08:00 |
|
|
Rohan PotdarandClaude
|
213c379fca
|
[ROCm][Bugfix] Gate AITER MXFP8 MoE on the aiter enable flag (#57426)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-09-18 00:06:05 +00:00 |
|
|
Misha Goin
|
ac78445bc9
|
[MoE] Encapsulate TRT-LLM BF16 weight layout handling (#57405)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-09-17 17:47:30 -04:00 |
|
|
|
ac2f0ea82c
|
[MoE][Bugfix] Skip SP padded rows in grouped MoE routing (#56079)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2026-09-17 19:36:19 +00:00 |
|
|
MattandClaude Opus 5
|
fef55fd26d
|
[ROCm][CI] Adapt MoE tests to the triton_kernels 3.8 API (#57385)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-17 11:21:22 -05:00 |
|
|
Zoe923
|
6a7de3ba3a
|
[Bugfix][GDN] Fix CuteDSL BF16 KKT inversion divergence (#53864)
Signed-off-by: Zoe923 <871844693@qq.com>
|
2026-09-17 08:49:56 -07:00 |
|
|
vllmellmandTJian
|
3affd35f31
|
[Fix][ROCm] MXFP4 MoE round-up inflates TP-sharded expert weights on CDNA3, starving KV cache (#56359)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-09-17 22:52:12 +08:00 |
|
|
|
78fdf4efb8
|
[Bugfix][MoE] Convert FlashInfer BF16 weights in place (#54699)
Signed-off-by: Yuchen Wang <93700456+yuchenwang3@users.noreply.github.com>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
|
2026-09-17 22:00:04 +08:00 |
|
|
|
117cf43fb6
|
[HARDWARE][POWER] Enable W8A8 INT8 MoE on POWER (#55316)
Signed-off-by: Rukhaiya <bibirukhaiya123@gmail.com>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Antigravity <antigravity@google.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-09-17 21:45:13 +08:00 |
|
|
Shantipriya Parida
|
0eae9acd4d
|
[Bugfix][ROCm][MoE] Fall back instead of crashing when AITER MoE is requested for a non-gated (is_act_and_mul=False) model (#56590)
Signed-off-by: Shantipriya Parida <shantipriya.parida@amd.com>
|
2026-09-17 13:39:26 +00:00 |
|
|
Lucas WilkinsonandRobert Shaw
|
fe284ea17d
|
[BugFxi] Fix DeepGEMM FP8 workspace over allocation (#53914)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-09-17 09:35:34 -04:00 |
|