 Turner Jabbour
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4034c3d32e
|
[Core] Move test utility to test file (#35672)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
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2026-03-02 10:56:03 -05:00 |
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d9c7730877
|
[Performance] Extract kv update ops from MLA attention backends (#34627)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Di Wu <dw2761@nyu.edu>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-03-02 10:43:19 -05:00 |
|
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Kunshang Ji
|
92f5d0f070
|
[XPU] fix mxfp4 activation type (#35691)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-02 11:48:39 +08:00 |
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8b5014d3dd
|
[Attention] FA4 integration (#32974)
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: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2026-03-01 23:44:57 +00:00 |
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Richard Zou
|
e82fbeec7b
|
[torch.compile] Undo the fast_moe_cold_start hack in torch>=2.11 (#35475)
Signed-off-by: Richard Zou <zou3519@gmail.com>
|
2026-03-01 21:44:22 +00:00 |
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haosdent
|
6290470843
|
[Bugfix] Fix dtype mismatch in RMSNormGated.forward_native() during torch.compile (#35256)
Signed-off-by: haosdent <haosdent@gmail.com>
|
2026-03-01 15:14:46 -05:00 |
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Seungho Yoon
|
5a435507d8
|
fix(mxfp4): return is_monolithic=False when LoRA is enabled for Triton backend (#35382)
Signed-off-by: Seungho Yoon <yoonsnowdev@gmail.com>
|
2026-03-01 09:59:30 -05:00 |
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Asaf Gardin
|
bbf81f9a92
|
[Mamba1] - Kernel Level Chunk Alignment for Prefix Caching (#34798)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
|
2026-03-01 20:40:23 +08:00 |
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Isotr0py
|
e94b263bd6
|
[Chore] Cleanup BNB utilization dead code (#35620)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-28 19:22:41 +00:00 |
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Wentao YeandCyrus Leung
|
e113a30113
|
[Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2026-02-28 17:32:37 +00:00 |
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Chauncey
|
7e08c22b8c
|
[Feat] Add CUDA torch fallbacks for fp8_mqa_logits/fp8_paged_mqa_logits_torch function (#35271)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-02-28 10:12:00 +00:00 |
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Hashem Hashemi
|
7600642eae
|
Add padding support to wvSplitK solution for skinny GEMMs (#33762)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
|
2026-02-28 09:02:05 +00:00 |
|
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dea268336f
|
[1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
|
2026-02-28 04:46:42 +00:00 |
|
|
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d5b6f3ba36
|
[ROCm][Quantization] Add Composable Kernel (CK) backend support for M… (#34301)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
|
2026-02-28 03:37:01 +00:00 |
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Jakub Zakrzewski
|
1f3dbd95fd
|
[Bugfix][Model] Fix gpt-oss batch invariance (#35404)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
|
2026-02-27 20:41:24 +00:00 |
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TibandtibG
|
6467b635b6
|
[Bugfix] Add missing activation attr to RMSNormGated (#35423)
Signed-off-by: tibG <naps@qubes.milou>
Co-authored-by: tibG <naps@qubes.milou>
|
2026-02-27 12:53:35 +00:00 |
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9c3fe9936b
|
Flashinfer cuDNN backend for Qwen3 VL ViT attention (#34580)
Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Shang Wang <shangw@nvidia.com>
|
2026-02-27 20:20:23 +08:00 |
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Chengyi NieandChengyi Nie
|
a572baff5e
|
[Model Performance] Add Qwen3MoE tuned MoE configs for H200 (#35457)
Signed-off-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Chengyi Nie <cnie@roblox.com>
|
2026-02-27 13:51:14 +08:00 |
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zofiaandKunshang Ji
|
516cf26698
|
[Bug] correct out dtype of rms_norm_gated native path (#35369)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-02-27 05:19:51 +00:00 |
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roikoren755
|
38c498b8e3
|
[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-02-26 16:51:28 -08:00 |
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Pavani Majety
|
6283021142
|
[Bugfix] Fix KV Scale loading for MLA Models (#35430)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2026-02-26 23:38:19 +00:00 |
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Aleksandr MalyshevandAleksandr Malyshev
|
01923eec70
|
[ROCm][Quantization] GPT OSS Upstream MoE wmxfp4_afp8 with static scales (#30357)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
|
2026-02-26 16:50:16 -06:00 |
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Tyler Michael SmithandClaude Opus 4.6
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
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sychen52
|
d0105b84f0
|
add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-02-26 21:56:24 +00:00 |
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|
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ec8ab9d254
|
[ROCm] Add dynamic mxfp4 quantization for DeepSeek V2 projection layers (#34157)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
|
2026-02-26 10:00:49 -06:00 |
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Wentao Ye
|
05972ea7e5
|
[Refactor] Remove dead or duplicate func utils or variables (#35318)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-26 10:57:56 -05:00 |
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Li-Yongwen
|
c6ca51598a
|
[Bugfix] fix device_name for routing replay (#34336)
Signed-off-by: liyongwen <1310439159@qq.com>
|
2026-02-26 12:18:38 +00:00 |
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HZYandIsotr0py
|
32693db8ce
|
[Bugfix] [Qwen3.5]Fix Qwen3.5 FP8 quantization: tuple shard_id weight loading (#35289)
Signed-off-by: daowu.hzy <daowu.hzy@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-26 18:26:15 +08:00 |
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Jiangyun Zhu
|
ab87f85231
|
[Model] Ring 2.5 (#35102)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-02-26 02:17:11 -08:00 |
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Michael GoinandRobert Shaw
|
de527e1cec
|
[UX] Add --moe-backend arg for explicit kernel selection (#33807)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-25 17:44:44 -08:00 |
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|
Yongye Zhu
|
1976356ee6
|
[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-02-25 17:32:39 -08:00 |
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|
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c97234c08b
|
fix(mxfp4): Disable monolithic path for TRITON backend with EP (#34270)
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-25 13:33:42 -08:00 |
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Laura WangandLu Fang
|
2465071510
|
[Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828)
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
|
2026-02-24 23:01:53 -08:00 |
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Kunshang Ji
|
8ad54a991b
|
[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-02-24 22:22:49 -08:00 |
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Isotr0py
|
a6c137521c
|
[Misc] Add shard_id validation for MergedColumnLinear (#35055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-24 22:12:28 -08:00 |
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Rohan Potdar
|
f38f8c9742
|
[ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
|
2026-02-25 04:36:40 +00:00 |
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yugong333andMichael Goin
|
576fe50333
|
Adding Nemotron fp8 Triton MoE Config (#34674)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-24 15:56:38 -08:00 |
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|
|
f5972a872f
|
[Model][Spec Decode] Nemotron-H MTP and Mamba Speculative Decoding Support (#33726)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-02-24 09:49:56 -08:00 |
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danisereb
|
9609b1f18d
|
Integrate flashinfer mm_mxfp8 in ModelOpt MXFP8 (#35053)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 08:45:13 -07:00 |
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danisereb
|
a0c7081695
|
Fix fallback to default tactic (flashinfer autotuner) with trtllm_fp4_block_scale_moe (#35088)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 07:25:44 -08:00 |
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|
|
a87cc50859
|
[Attn,KV-cache] Use per-head scales in the attention selector (#34281)
Signed-off-by: Your Name <you@example.com>
Signed-off-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Your Name <you@example.com>
|
2026-02-24 09:02:43 -05:00 |
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|
|
6af03f2394
|
[Refactor] [1/N] Reorganize kernel abstraction directory (#34055)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-02-24 06:47:22 +00:00 |
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Jia GuoandClaude Opus 4.6
|
ec85340531
|
[Quantization] Support FP8 MoE bias for models like GPT-OSS (#34906)
Signed-off-by: jasperjiaguo <jasperg662@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-02-23 19:07:47 -08:00 |
|
|
|
2ff4e51152
|
[ROCm] AITER fused RoPE+KVCache (#33443)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: charlifu <charlifu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-02-23 19:06:00 -08:00 |
|
|
Michael GoinandRobert Shaw
|
22a97e6613
|
[Perf] Improve default triton fused moe configs (#34846)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-23 16:01:28 -08:00 |
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|
haosdent
|
a7f341c323
|
[Bugfix] Fix MRotaryEmbedding missing truncate attr with YaRN scaling (#35080)
Signed-off-by: haosdent <haosdent@gmail.com>
|
2026-02-23 16:05:52 +00:00 |
|
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Eldar KurtićandYour Name
|
b95bb6927f
|
[kv-cache, ct] Use compressed-tensors as a source of ground-truth for quant strategies (#34254)
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
|
2026-02-23 07:37:55 -07:00 |
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Yan Ma
|
b1b5e045df
|
[XPU] allow TORCH_SDPA/TRITON_ATTN as XPU vit Backend (#35010)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-02-23 05:06:44 -08:00 |
|
|
Wentao Ye
|
7f40e9e516
|
[Refactor] Remove dead private func _fp8_perm and _extract_mask_for_item (#35068)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-23 05:05:20 -08:00 |
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qizixiandLu Fang
|
2bcf71b9c0
|
[Spec Decode] Reduce TP communication for speculative decoding draft token generation (#34049)
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
|
2026-02-22 14:59:16 -08:00 |
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