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0a65d46628
|
[DSV4] Fuse norm and router for low latency scenario (#41263)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-14 05:11:02 -07:00 |
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Zhenzhong Xu
|
1ea9401364
|
[Quantization][Autoround][Toolkit] Add W4A16 Support (#39778)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
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2026-05-14 19:18:49 +08:00 |
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Libin Tangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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9946c38b7f
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[XPU] Fix double-transpose in XPUFP8ScaledMMLinearKernel for W8A8 quant method (#41689)
Signed-off-by: Libin Tang <libin.tang@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-14 17:17:39 +08:00 |
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rasmith
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768f4a6f26
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[CI][AMD][BugFix] Prevent triton compiler error when running test_moe_layer with use_ep = True on ROCm (#40857)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-05-14 08:44:22 +00:00 |
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aoshen02
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8c79ad6580
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Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-05-13 23:49:01 -07:00 |
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Yongye ZhuandRoger Wang
|
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>
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2026-05-13 23:48:02 -07:00 |
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Rebecca Lee
|
fd7d858c8a
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Use hidden_pad and intermediate_pad from vLLM #34301 (#42098)
Signed-off-by: Rebecca Lee <Rebecca.Lee@amd.com>
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2026-05-14 14:21:04 +08:00 |
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Harsh ShahandHarsh Shah
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ca60a4e84f
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[Fix] Weight loading for qwen3_5 using runai_streamer (#42521)
Signed-off-by: Harsh Shah <iharsh@google.com>
Co-authored-by: Harsh Shah <iharsh@google.com>
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2026-05-14 10:36:20 +08:00 |
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Kunshang Ji
|
751b9f14bd
|
[XPU][CT] Support mxfp8 moe model (#41918)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-14 09:47:10 +08:00 |
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Mohammad Miadh Angkad
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f1cc7aad3c
|
[Bugfix] Fix DeepSeek V4 MTP HC state handling (#42320)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-05-13 15:44:52 -07:00 |
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liangel-02
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6b5c389ee3
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expose flex block size for batch invariant mode (#41252)
Signed-off-by: Angel Li <liangel@meta.com>
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2026-05-13 14:11:57 -07:00 |
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Michael Goin
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8efd508204
|
[Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566)
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2026-05-13 16:58:32 -04:00 |
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Wentao Ye
|
3f611f6106
|
[CI] Fix pre-commit issue (#42563)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-13 12:37:26 -07:00 |
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fxmarty-amdandKyle Sayers
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40330967ab
|
[Quark] Support loading Quark NVFP4 checkpoints in vLLM (#35859)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-05-13 11:17:36 -07:00 |
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John CalderonandRoger Wang
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b3c69595a6
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[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>
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2026-05-14 01:52:35 +08:00 |
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Michael GoinandClaude Opus 4.6
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2f821faeae
|
[Spec Decode] Support hybrid attention models in extract_hidden_states (#39949)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-05-13 10:45:53 -07:00 |
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5794c65f8c
|
[Bugfix][Model] Gemma4 MoE routing closure captures per_expert_scale, breaking functional_call substitution (#42250)
Signed-off-by: Noelia <noeliabentancor1@gmail.com>
Signed-off-by: Noelia Bentancor <71080743+NoeliaBentancor@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-13 17:43:12 +00:00 |
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TJianandYongye Zhu
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a8887c208f
|
[Bugfix] [ROCm] [DSV4] [Perf] Add aiter mhc support (#41946)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-13 21:43:15 +08:00 |
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zofiaandKunshang Ji
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0ddaf6dffa
|
[XPU] [CT] Enable CT W4A4MxFp4 path and add xpu kernel (#38896)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-13 06:43:00 -07:00 |
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PikaPikachu
|
3b1ef03be4
|
[Bugfix][Quark] Fix W8A8 INT8 garbage outputs on Step-3.5-Flash (and other 3-key fused-MoE Quark exports) (#41892)
Signed-off-by: kangletian <kangletian@hotmail.com>
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2026-05-13 11:59:49 +00:00 |
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SILONG ZENG
|
cee6751e54
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[Bugfix][Qwen3-VL] Fix pipeline-parallel deepstack initialization (#42394)
Signed-off-by: MrZ20 <2609716663@qq.com>
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2026-05-13 10:58:42 +00:00 |
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Shanshan Shen
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92def124bc
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3.5 (#42151)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-05-13 16:00:32 +08:00 |
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bnellnm
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18f6bf5a21
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[MoE Refactor] Add sequence parallel tests to test_moe_layer.py (#41299)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-12 21:52:19 -04:00 |
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Wentao Ye
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3d635c58c0
|
[Perf] Optimize MLA compute_prefill_context memory allocation (#42460)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-12 16:23:46 -07:00 |
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KaivalyaMDabhadkar
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67c89fe40a
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[Model][Bugfix] Fix Step3-VL image_embeds input path (#42333)
Signed-off-by: Kaivalya Dabhadkar <kdabhadkar@nvidia.com>
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2026-05-12 18:47:55 +00:00 |
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bnellnmandRobert Shaw
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d9b4990783
|
[MoE Refactor] EPLB refactoring for FusedMoE (#41055)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-05-12 14:16:31 -04:00 |
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4d591db470
|
[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-05-12 13:37:44 -04:00 |
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Jonathan MamouandWentao Ye
|
c8a6e272e0
|
[CPU] Fix rotary embedding for CPU without flash-attn ops (#42225)
Signed-off-by: jmamou <jonathan.mamou@intel.com>
Signed-off-by: Jonathan Mamou <jonathan.mamou@intel.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-12 15:05:35 +00:00 |
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shanjiaz
|
6ccb10d794
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Added peagle speculators support (#41826)
Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
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2026-05-12 07:55:57 -07:00 |
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tc-mbandcaitianchi
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7a9cc5e7f0
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[Model] Support MiniCPM-V 4.6 (#41254)
Signed-off-by: caitianchi <caitianchi@tc-mb.com>
Signed-off-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: caitianchi <caitianchi@tc-mb.com>
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2026-05-12 14:28:10 +00:00 |
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bnellnm
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6427603ae8
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[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-12 09:19:46 -04:00 |
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206eaed08d
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[MoE Refactor] Move expert map related code into ExpertMapManager class (#41046)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-05-12 09:18:27 -04:00 |
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Thomas ParnellandClaude Opus 4.6
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8f89381fc6
|
[Hybrid] Warmup Mamba2 SSD kernel (#39822)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-05-12 12:46:22 +00:00 |
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Dipika Sikka
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a7b801e26d
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[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
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2026-05-12 07:49:33 -04:00 |
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amitz-nv
|
ef34592a1a
|
[Bugfix] Fix double reduce in flashinfer_nvlink_two_sided and flashinfer_nvlink_one_sided backends (#41382)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
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2026-05-12 07:47:47 +00:00 |
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ZiTian Zhao
|
630492da30
|
[Fix] Gemma4 Mixed-Resolution Image Co-Batching Crash (#42217)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
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2026-05-12 03:13:03 +00:00 |
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Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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bbee532988
|
[Perf][1/n] Eliminate various GPU<->CPU syncs (#41429)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-11 20:36:03 +00:00 |
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Jee Jee LiandYongye Zhu
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53181384e0
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[Bugfix] Fix DSV4 swiglu_limit on marlin backend (#42287)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-11 13:03:56 -07:00 |
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Vensenandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
6fdb49392e
|
[Bugfix] Fix int32 overflow in DeepGEMM SiLU/mul FP8 Triton kernel (#42201)
Signed-off-by: vensen <vensenmu@gmail.com>
Signed-off-by: Vensen <vensenmu@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-11 14:52:31 -04:00 |
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Hexiang Wang
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7863fff6e5
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[ROCm][DSv4] implement flash sparse mla with triton kernels (#41812)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
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2026-05-11 09:27:11 -07:00 |
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Wentao Ye
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0d453e2336
|
[Perf] Batch invariance with Cutlass fp8 support, 28.9% E2E latency improvement (#40408)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-11 12:20:58 -04:00 |
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Wentao Ye
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3f9c0c25b3
|
[Bug] Fix kimi dtype issue with mm_projector_forward (#42081)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-11 11:45:24 -04:00 |
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Vadim Gimpelson
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a2e776d716
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[Bugfix] Accept canonicalized modelopt_* quant_method in _extract_modelopt_quant_algo (#42181)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-05-11 11:10:57 -04:00 |
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Wentao Ye
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4b64fc2cbf
|
[Refactor] Cleanup batch invariant dead code (#41993)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-11 10:48:39 -04:00 |
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Rohan PotdarandElizaWszola
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a51376b3f0
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[Performance][DSR1]: Fused RoPE+KVCache+q_concat for MLA (#40392)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2026-05-11 14:10:50 +00:00 |
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Noa Neria
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ac062147fa
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Avoid silent weights corruption when loading Nemotron Nano VL with reusable-buffer loaders like runai distributed streaming (#42244)
Signed-off-by: Noa Neria <nneria@nvidia.com>
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2026-05-11 12:03:14 +00:00 |
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Kyungmin Lee
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27ae676364
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Fix EXAONE-4.5 to align with Transformers update (#42246)
Signed-off-by: lkm2835 <lkm2835@gmail.com>
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2026-05-11 10:25:31 +00:00 |
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Cyrus Leung
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9efdddca28
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[Model] Fix missing maybe_prefix (#42280)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-05-11 09:04:06 +00:00 |
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wangxiyuan
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5536fc0c01
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[Misc] Replace mamba_type string literals with MambaAttentionBackendEnum (#41188)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-05-11 03:59:36 +00:00 |
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gnovackandgeorge
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171019ab19
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add fused mhc_post_pre kernel (#41536)
Signed-off-by: george <george@inferact.ai>
Co-authored-by: george <george@inferact.ai>
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2026-05-10 19:56:52 -07:00 |
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