|
94e9ef0768
|
[Bugfix] Don't transpose fused MoE quantization scales in RoutedExperts.load_weights (#50137)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-31 08:46:52 -07:00 |
|
|
Andreas Karatzas
|
5233368dac
|
[ROCm][CI] Fall back to lossless Kimi K3 MXFP4 emulation on gfx942 (#50516)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
|
2026-07-31 11:33:16 -04:00 |
|
|
Matthew BonanniandOpenAI Codex
|
82ae4164ee
|
[2/N][Attention] Enable masked MHA for sparse MLA prefills (#48770)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-31 06:01:24 -07:00 |
|
|
Martin Hickey
|
b2fb83e7ff
|
[Attention]: Use KVCacheSpec for AttentionMetadataBuilder type hints (#50148)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
|
2026-07-31 11:20:18 +00:00 |
|
|
bnellnmandHarry Mellor
|
6e311c6e20
|
[MoE Refactor] Rename FusedMoE to FusedMoEFactory (#44941)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-07-31 11:28:18 +01:00 |
|
|
Fadi Arafeh
|
0e9b50074e
|
[chore] clean-up weight prepack for INT8 MoE (#50116)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
|
2026-07-31 10:15:38 +00:00 |
|
|
|
f727951d3f
|
[Bugfix] Re-land MiniMax M3 default video processor (#50305)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
|
2026-07-31 07:46:18 +00:00 |
|
|
Mi JiazhiandJiazhi Mi
|
3ee2bd1321
|
Fix duplicate HunyuanVL image boundary tokens (#49691)
Co-authored-by: Jiazhi Mi <jiazhimi@tencent.com>
|
2026-07-31 07:20:06 +00:00 |
|
|
Isotr0py
|
1180b604f8
|
[Multimodal] Expose mm hash algothrim selection to cli args (#49686)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
|
2026-07-31 05:25:19 +00:00 |
|
|
Sebastian WooandClaude
|
bebf918044
|
[Bugfix][Model] Reject encoder-backbone jina-embeddings-v5 checkpoints with a clear error (fixes #50337) (#50352)
Signed-off-by: seewoo <seewoo@ucsc.edu>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-07-31 11:43:31 +08:00 |
|
|
Ma JianandKunshang Ji
|
ef0d084b4b
|
[XPU] Fix FP8 block scale layout for MLA compatibility (#50349)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-07-31 11:05:35 +08:00 |
|
|
|
6724051c57
|
[CI/Build][AMD] Install triton_kernels via CMake (#50328)
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: depthfirst-app[bot] <184448029+depthfirst-app[bot]@users.noreply.github.com>
Co-authored-by: root <root@smci355-ccs-aus-m11-05.cs-aus.dcgpu>
|
2026-07-30 22:05:19 -05:00 |
|
|
vanshbhatia-amd
|
4689c7dd61
|
[ROCm] Add tuned selective_state_update float16 config for AMD Instinct MI325X (#50006)
Signed-off-by: vanshbhatia-amd <vansh.bhatia@amd.com>
|
2026-07-31 02:43:53 +00:00 |
|
|
+1
|
4f1da84eb5
|
Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-31 01:41:12 +00:00 |
|
|
Wentao Ye
|
0bff0ce5d3
|
[Kimi K3 Bug] Fix deepgemm support for kimi k3 (#50458)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-30 20:10:16 -04:00 |
|
|
Ryan ClarkandClaude Fable 5
|
68fb303a41
|
[Bugfix] Preserve Marlin runtime tensor storage across weight reload (#48438)
Signed-off-by: Ryan Clark <ryanclark2k@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-07-30 14:50:03 -07:00 |
|
|
Netanel HaberandOpenAI Codex
|
70bd10930b
|
[Quantization] Honor --linear-backend for ModelOpt W4A16 (#50273)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-30 13:19:56 -07:00 |
|
|
Richard ZouandCodex
|
c27b080d26
|
[compile] Fix fake kernel return dtype (#50444)
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
|
2026-07-30 19:50:02 +00:00 |
|
|
Andreas Karatzas
|
3f90c7e9e6
|
[ROCm] Pass pointers to FlyDSL MoE kernels (#50378)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-30 12:49:26 -07:00 |
|
|
Andreas KaratzasandOpenAI Codex
|
30e333ca5f
|
[Bugfix] Shut down private Tensorizer engines (#49840)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-30 12:33:22 -07:00 |
|
|
|
12a34a6bc7
|
[ROCm][DSV4] B-preshuffle the attention fp8 projections (#46720)
Signed-off-by: Mehmet Cagri Kaymak <mehmet.kaymak@amd.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-30 13:59:52 -05:00 |
|
|
Netanel HaberandOpenAI Codex
|
61cacd272f
|
[Bugfix][MoE] Write Humming results to the supplied output buffer (#50338)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-30 11:34:10 -07:00 |
|
|
Li, JiangandClaude
|
072a472782
|
[CPU] Bump up CPU kernels to latest version (#50387)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-07-30 19:18:43 +08:00 |
|
|
+13
|
aeeb36b1f1
|
[New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
|
2026-07-30 03:49:58 -07:00 |
|
|
yinfengLiu
|
f1e8fd27ae
|
[ROCm] Add AITER FP8 ViT encoder attention (#49937)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
|
2026-07-30 06:22:10 +00:00 |
|
|
lkkandKunshang Ji
|
e5f48dfda2
|
[Quantization][Autoround][XPU] Add W4A16(moe) / MXFP4(linear/moe) Support (#47124)
Signed-off-by: lkk12014402 <kaokao.lv@intel.com>
Signed-off-by: lkk <33276950+lkk12014402@users.noreply.github.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-07-30 09:52:13 +08:00 |
|
|
christian
|
9d1aa4dda8
|
[Frontend] Add diarized_json support for MOSS-Transcribe-Diarize (#48543)
Signed-off-by: Lucas Christian <lucaschgf7@gmail.com>
|
2026-07-29 23:24:30 +00:00 |
|
|
Wentao Ye
|
82642d7d6c
|
[Perf] RMSNorm uncontiguous support, 1.2~3.1x kernel performance improvement (#49750)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-07-29 13:45:38 -07:00 |
|
|
roikoren755
|
93477454f9
|
[torch.compile] Compile CustomOp.forward_native for ReLU^2 to avoid raw torch ops inside opaque custom ops (#50244)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-07-29 18:27:31 +00:00 |
|
|
Chanh Nguyenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
f98061ce6c
|
fix(step3p5-mtp): honor exclude_modules for the MTP head via prefix (#48883)
Signed-off-by: Chan Nguyen <channguyen@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-29 16:58:29 +00:00 |
|
|
Michael GoinandOpenAI Codex
|
d6247d7173
|
[Spec Decode][Perf] Replicate DSpark Markov head across TP ranks (#49731)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-29 11:43:51 -04:00 |
|
|
Perkz ZhengandPerkz Zheng
|
ad5d29db70
|
[Model] Support Qwen3.5 text-only dense and MoE models (#50210)
Signed-off-by: Perkz Zheng <PerkzZheng@users.noreply.github.com>
Co-authored-by: Perkz Zheng <PerkzZheng@users.noreply.github.com>
|
2026-07-29 08:21:57 +00:00 |
|
|
+12
|
7c6729b769
|
[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
|
2026-07-29 14:10:58 +08:00 |
|
|
|
6f00a1ae3b
|
fused_moe: add VLLM_TRITON_USE_TD tensor-descriptor path (#42436)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Signed-off-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
|
2026-07-29 13:15:10 +08:00 |
|
|
|
32a423ac0a
|
Integrate CuTeDSL MoE for ReLU2 NVFP4 (#49580)
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-07-28 19:46:38 -07:00 |
|
|
|
30c2718eaa
|
[CompressedTensors] FP4 Qutlass Integration (#43229)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
Signed-off-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Brian Dellabetta <bdellabe@redhat.com>
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
|
2026-07-28 20:34:20 -06:00 |
|
|
fxmarty-amd
|
5369f7b7b8
|
[MXFP8][ROCm] Fix MXFP8 MoE backend selection (#49747)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
|
2026-07-29 07:57:20 +08:00 |
|
|
Julien Debache
|
bb3b61f2fd
|
perf: dispatch non-grouped bias-less topk routing methods to fused path (#49618)
Signed-off-by: jdebache <jdebache@nvidia.com>
|
2026-07-28 14:57:22 -07:00 |
|
|
labAxiaoming
|
1db989bbf1
|
[Bugfix][Multimodal] Fix video temporal padding estimates (#49030)
Signed-off-by: xiaoming <1259730330@qq.com>
|
2026-07-29 01:57:31 +08:00 |
|
|
Brian Dellabetta
|
8a7b3c2990
|
[compressed-tensors] update find_matched_target order to prioritize fused name matches over class match (#49483)
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
|
2026-07-28 17:03:08 +00:00 |
|
|
Andreas Karatzas
|
05a0814863
|
[ROCm] Fix and optimize GPT-J-style MRoPE (#49906)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-28 10:50:10 -06:00 |
|
|
jiacao-amdandTJian
|
4f56321d7e
|
[ROCm] Cache fp32 upcast of static e8m0 weight scale in AITER scaled_mm (#47773)
Signed-off-by: jiacao-amd <jiahui.cao@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-07-28 11:34:16 -05:00 |
|
|
Yiliu DongandOpenAI Codex
|
ba702e978e
|
[Attention] Skip sparse indexer scoring for dense short prefills (#48407)
Signed-off-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-28 16:17:22 +00:00 |
|
|
Nick Hill
|
0d0504b54c
|
[Core] Warm up runner-owned Triton kernels before the first request (#49903)
|
2026-07-28 07:58:02 -07:00 |
|
|
Xin HeandKunshang Ji
|
948107acf7
|
[Bugfix] Enhance extra_config handling for layer name suffix matching (#48589)
Signed-off-by: Xin He <xin3.he@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-07-28 20:37:55 +08:00 |
|
|
Itay Alroy
|
35efdf6b34
|
[Elastic EP] Async preparation (#47288)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
|
2026-07-28 05:19:13 -07:00 |
|
|
ChaunceyandAndreas Karatzas
|
03a2d03367
|
[Bugfix] Respect cgroup memory limits on all platforms (#49966)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-28 14:38:20 +08:00 |
|
|
afriedri
|
f472ab0a4c
|
Remove triton per group quant [ROCm] [Bugfix] (#49621)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
|
2026-07-28 05:53:46 +00:00 |
|
|
Nick Hill
|
d223c900d8
|
[Bugfix] Only pad transformers backend value when it is narrower (#50060)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-07-27 23:36:45 -05:00 |
|
|
|
33fe71a4d3
|
[AMD] Revert Mxfp4MoeBackend.TRITON_UNFUSED fallback (#46491)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-27 22:31:23 -05:00 |
|