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165b7864d0
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[ROCM] [FEAT] Integrate Aiter hipBLASLt GEMM online tuning (#40426)
Signed-off-by: hanlin12 <hanlin12@amd.com>
Signed-off-by: Han Lin <hanlin12@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-04 23:45:36 -07:00 |
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Luciano MartinsandLuciano Martins
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da1daf40bf
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[Bugfix] Exclude vision embedder from quantization in Gemma4 Unified (#44571)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-06-04 20:47:38 -07:00 |
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zofia
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063ce98fb7
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[XPU][MoE] support block_fp8_moe on xpu (#42139)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
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2026-06-05 08:36:58 +08:00 |
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Schwinn Saereesitthipitak
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b7c5baf63d
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fix: keep DeepSeek V4 RoPE cache on inv_freq device (#43926)
Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>
Signed-off-by: Schwinn Saereesitthipitak <17022745+galletas1712@users.noreply.github.com>
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2026-06-05 02:30:29 +04:00 |
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Jiangyun Zhu
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a55fccfc7c
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[mamba] unify KDA conv states into one cache to match 2-state SSM layout (#44539)
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2026-06-04 20:38:05 +02:00 |
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Agata Dobrzyniewicz
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a947f7a420
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[Kernel][Test] Extend lightning_attn and awq_triton kernel tests to XPU (#43307)
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
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2026-06-04 14:25:59 -04:00 |
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bnellnm
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439203d32c
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[Bugfix] Fix test_cutlass_moe.py (#44380)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-04 14:18:52 -04:00 |
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tc-mb
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3dbb4e0ace
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[Bugfix] MiniCPM-V-4.6 video inference crash: placeholder count mismatches visual embedding count (#44509)
Signed-off-by: tc-mb <tianchi_cai@icloud.com>
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2026-06-04 08:22:30 -07:00 |
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Zvi KonsandClaude Opus 4.7
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b21443e23c
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Add model support for granite speech plus (#43519)
Signed-off-by: Zvi Kons[WSL] <zvi@il.ibm.com>
Signed-off-by: Zvi Kons (BlueVela) <zvi@il.ibm.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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2026-06-04 14:47:48 +00:00 |
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Michael Goin
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06ee2d8433
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[Quant] Support compressed-tensors WNA8O8Int linears and WNInt embeddings (#44340)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-06-04 07:40:33 -07:00 |
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Dipika Sikka
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e68988a248
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Refactor CT NVFP4 linear to use a single class (#42443)
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2026-06-04 08:25:08 -04:00 |
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Rui "Garry" GaoandCyrus Leung
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4b87b3e845
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[Bugfix] fix EVS for qwen3-vl (#44205)
Signed-off-by: Rui "Garry" Gao <garrygaogg@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-06-04 11:06:51 +00:00 |
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wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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90619351e3
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[Attention] Mamba attention module refactor - LINEAR (#43556)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-04 18:45:29 +08:00 |
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d0975a4b50
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[perf] Add gemma RMS AR fusion (#42646)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-06-04 01:33:59 -07:00 |
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Kevin_Xiong
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1bdc60ed53
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Fix Kimi-K2.5 FlashInfer ViT metadata (#44493)
Signed-off-by: Kevin-XiongC <kevin_xiong1997@outlook.com>
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2026-06-04 08:14:35 +00:00 |
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Oğuzhan KIRandIsotr0py
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f25952e59b
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[MM][Perf][CG] Support ViT full CUDA graph for InternVL (#41759)
Signed-off-by: oguz <oguzhankir17@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-04 10:24:25 +08:00 |
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Wentao Ye
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dad95e34d8
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[Feature] Support batch invariant rms norm with residual (#42453)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-03 15:22:01 -04:00 |
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Luciano MartinsandLuciano Martins
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a248b45d05
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[Model] Add Gemma4 Unified (encoder-free) support (#44429)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-06-03 12:01:39 -07:00 |
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Wentao Ye
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2b91012650
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[Refactor] Remove dead code fp quant (#44122)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-03 14:22:23 -04:00 |
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e5232679a3
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[XPU] Add XPU block-scaled W8A8 fp8 path (#39968)
Signed-off-by: Wu, Xiaochang <xiaochang.wu@intel.com>
Signed-off-by: Xiaochang Wu <xiaochang.wu@intel.com>
Co-authored-by: Yuxiang <yuxiang.liang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-03 20:16:19 +08:00 |
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Wei Zhaoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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ace95c9cf8
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[Bugfix] Update TrtLLM MoE routing methods (#44347)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-03 02:56:43 -07:00 |
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9af53a3c13
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[Perf] Add tuned selective_state_update configs for H200 and RTX PRO … (#44251)
Signed-off-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
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2026-06-02 23:59:01 -07:00 |
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Charlie Fu
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71df063c49
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Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-02 23:23:28 -07:00 |
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Junhao ShenandVadim Gimpelson
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a4ac746405
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[MoE/b12x] Accept W4A16 (kNvfp4Static, None) in FlashInferB12xExperts supports check (#43332)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-06-02 15:20:37 -07:00 |
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SeongJun Leeandlesj0610
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3099de3617
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[Kernel][MoE] Add GELU_TANH to CPU, CUTLASS, and WNA16 MoE backends (#42027)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
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2026-06-02 17:12:08 -04:00 |
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afcb580715
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[BugFix] Fix Humming MoE deploy error (#43100)
Signed-off-by: Alireza Dadgarnia <dadgarnia@Alirezas-MacBook-Pro-2.local>
Signed-off-by: Alireza Dadgarnia <49554709+adotdad@users.noreply.github.com>
Co-authored-by: Alireza Dadgarnia <dadgarnia@Alirezas-MacBook-Pro-2.local>
Co-authored-by: Jinzhen Lin <linjinzhen@hotmail.com>
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2026-06-02 09:32:50 -07:00 |
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Brian Dellabetta
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774e552397
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[compressed-tensors] Asymmetric support for MoE WNA16 marlin (#44025)
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
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2026-06-02 08:51:45 -07:00 |
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zofiaandKunshang Ji
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6314de8bad
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[XPU] [Bug] remove xpuw4a16 output size check (#44168)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-02 22:26:20 +08:00 |
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IdoAtadTD
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c91a87f01a
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[BugFix] [GDN] Read linear_key_head_dim from hf_text_config for multimodal models (#43978)
Signed-off-by: IdoAtadTD <ido.atad@twodelta.com>
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2026-06-02 17:17:55 +03:00 |
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0bdfd5eb84
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[Bugfix] Vendor MiniCPMV/MiniCPMO processors to unblock Transformers v5 (#44282)
Signed-off-by: guanwei-wu <b08901019@ntu.edu.tw>
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: guanwei-wu <b08901019@ntu.edu.tw>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-02 07:14:38 -07:00 |
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TomerBN-NvidiaandMichael Goin
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0cbc48c4f9
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Support ModelOpt MXFP8 non-gated MoE (#42958)
Signed-off-by: tbarnatan <tbarnatan@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-06-02 13:56:03 +00:00 |
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Luciano MartinsandLuciano Martins
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2fd0e52252
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[Bugfix] Fix Gemma4 startup crash with recent transformers multimodal processor (#44232)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-06-02 13:42:40 +00:00 |
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Marceli FylcekandKunshang Ji
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f69ede495b
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[XPU][Mamba] Triton-based selective scan forward op for XPU (#43421)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-02 03:50:26 -07:00 |
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Fadi ArafehandLi, Jiang <jiang1.li@intel.com>
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0b25cf4419
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[CPU][Perf] Enable fused kernels for GDN's gated delta rules (#43534)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-06-02 08:00:48 +00:00 |
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Jiangyun Zhu
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dcdfe66bfa
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[Perf] use triton moe backend on hopper by default (#44220)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-06-02 15:52:30 +08:00 |
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f91fb2fcf3
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[Bugfix] Convert Gemma4-MM ViT linear layers to vllm native impl (#43798)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: ZiTian Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: B-201 <Joy25810@foxmail.com>
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2026-06-01 21:41:16 -07:00 |
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Chaojun ZhangandKunshang Ji
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a3a5a5ece5
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[XPU][Bugfix] Fix per_token_group_fp8_quant missing dummy args on XPU (#43930)
Signed-off-by: Chaojun,Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-02 03:09:21 +00:00 |
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279d25f5cb
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[BugFix] Fix TypeError in MiniCPM-O audio feature unpadding (#38053)
Signed-off-by: Krishna Chaitanya Balusu <krishnabkc15@gmail.com>
Signed-off-by: wjinxu <1299461899@qq.com>
Signed-off-by: Kc Balusu <kcbalusu@users.noreply.github.com>
Co-authored-by: wjinxu <1299461899@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Kc Balusu <kcbalusu@users.noreply.github.com>
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2026-06-01 19:57:28 -07:00 |
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Madeesh KannanandRobert Shaw
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023808c23d
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[Feature] Add support for JetBrains' Mellum v2 code generation model (#43992)
Signed-off-by: Madeesh Kannan <madeeswaran.kannan@jetbrains.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-06-01 10:11:35 -04:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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985c97a6a8
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[Perf] Optimize cutlass fp8 scaled mm bypassing padding, 20% kernel performance improvement (#43706)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-01 09:05:21 -04:00 |
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zztandJiangyun Zhu
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8796838910
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[Bugfix] fix wrong partial_rotary_factor calculation for bailing_moe model. (#43770)
Signed-off-by: zzt <zengzetang.zzt@antgroup.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-06-01 02:42:49 -07:00 |
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Uranus
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1f6048abe5
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fix: glm5.1 pp model loading (#42944)
Signed-off-by: UranusSeven <109661872+UranusSeven@users.noreply.github.com>
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2026-06-01 15:14:47 +08:00 |
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nightcitybladeandnightcityblade
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8b8546da1c
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docs: fix MLA attention docstring examples (#44118)
Co-authored-by: nightcityblade <nightcityblade@gmail.com>
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2026-05-31 12:28:38 -07:00 |
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3fd9d2d357
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[CPU][Zen] Route W8A8 and W4A16 linear inference through zentorch on AMD Zen CPUs (#41813)
Signed-off-by: R <Ganesh.R@amd.com>
Signed-off-by: Harshal Adhav <harshal.adhav@amd.com>
Signed-off-by: Aakar Dwivedi <aadwived@amd.com>
Co-authored-by: R <Ganesh.R@amd.com>
Co-authored-by: Harshal Adhav <harshal.adhav@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-05-30 14:17:21 -05:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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e1105064b2
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[Bug] Fix gemma4 MTP IMA issue when TP>1, CUDA error: an illegal memory access was encountered (#43909)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-30 10:34:33 -04:00 |
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Jee Jee LiandYiliu Dong
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559d6710bf
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[PERF]MiniMax-M2 gate kernel (#38445)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
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2026-05-29 18:28:34 -07:00 |
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bnellnm
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187457a952
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Revert "[MoE Refactor] Migrate MoeWNA16Method quantization to MK orac… (#44033)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-29 16:45:29 -07:00 |
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bnellnm
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7b98f498cd
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[MoE Refactor] Remove supports_expert_map (#43108)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-29 17:26:56 -04:00 |
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bnellnmandClaude
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106aa92f04
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[MoE Refactor] Migrate MoeWNA16Method quantization to MK oracle (#42647)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-29 17:19:31 -04:00 |
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Wentao Ye
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739096a028
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[Bug] Fix torch device issue for MOE permute (#44005)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-29 18:55:00 +00:00 |
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