 tc-mb
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fa1ff88b31
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[Model] Fix MiniCPM-V 4.6 vit_merger qkv weight loading (#43213)
Signed-off-by: tc-mb <tianchi_cai@icloud.com>
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2026-05-21 22:44:06 -07:00 |
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Furkan F
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e746a2eebf
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[Model] Use AutoWeightsLoader for Voyage (#42972)
Signed-off-by: Furkan Fidan <dev@yufufi.com>
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2026-05-22 05:28:23 +00:00 |
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Xiaochang WuandKunshang Ji
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8c8b1825eb
|
[XPU] Enable multiple key kernels for sparse attention (#37888)
Signed-off-by: Xiaochang Wu <xiaochang.wu@intel.com>
Signed-off-by: Wu, Xiaochang <xiaochang.wu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-22 12:02:51 +08:00 |
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Chengze FanandLu Fang
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2998a047aa
|
[Bugfix] Fix DSV4 Base model swiglu limit issue in FP8 path (#42855)
Signed-off-by: Chengze Fan <chengze@meta.com>
Signed-off-by: Chengze Fan <fancz2002@gmail.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
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2026-05-21 19:43:01 -07:00 |
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17b69828a0
|
[Core] Add native ModelExpress load format (#43105)
Signed-off-by: Zheng Luo <zheluo@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-05-21 16:05:01 -04:00 |
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Wentao Ye
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b29cbf0652
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[Perf] zeros -> empty to remove additional fill (#42988)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-21 16:00:29 -04:00 |
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Michael Goin
|
9b54e50e2c
|
[Deprecation] Mark env vars covered by --moe-backend / --linear-backend (#43148)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-05-21 12:51:12 -07:00 |
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Wentao YeandIsotr0py
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68e07d5916
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[Bug] Fix ci issue assert output_size is not None AssertionError (#43261)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-05-21 16:58:09 +08:00 |
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zhangxin81
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edafea3555
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Fix FlashInfer TRTLLM NvFP4 monolithic MoE routing (#43223)
Signed-off-by: zhangxin81 <115389973+zhangxin81@users.noreply.github.com>
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2026-05-21 01:17:12 -07:00 |
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zexplorerhjandzexplorerhj
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b719b1635b
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Update KDA chunk prefill decay to use exp2 semantics (#43195)
Signed-off-by: zexplorerhj <19794632+zexplorerhj@users.noreply.github.com>
Co-authored-by: zexplorerhj <19794632+zexplorerhj@users.noreply.github.com>
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2026-05-21 01:16:27 -07:00 |
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Luciano MartinsandLuciano Martins
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2b75a73b8e
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[Perf][Gemma4] Batch vision encoder calls for image and video processing (#43169)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-05-20 21:22:06 -07:00 |
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e45df8c3f7
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[Bugfix] Fix Qwen3.5 GatedDeltaNet in_proj_ba Marlin failure at TP>=2 (#36329)
Signed-off-by: Adi McM Sonus Flow <biuro@sonusflow.pl>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-05-20 21:22:01 -07:00 |
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Michael Goin
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5774aad9c5
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[Perf][gpt-oss] Downgrade triton_kernels to v3.5.1 (#43135)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-05-20 14:13:12 -07:00 |
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Flora Feng
|
2a43b407c5
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[Bugfix][CI] Add missing import of pad_nvfp4_activation_for_cutlass in flashinfer (#43237)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
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2026-05-20 11:59:12 -07:00 |
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Wentao YeandMatthew Bonanni
|
53ff50fcd3
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[Perf] Optimize CutlassFP8ScaledMMLinearKernel when padding needed by pre-weight processing, 13.5% TTFT improvement (#42651)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-05-20 11:57:42 -07:00 |
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meena-at-workandClaude Sonnet 4.6
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363fc84407
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Integrate flashinfer b12x MoE and FP4 GEMM kernels for SM120/121 (#40082)
Signed-off-by: Meenakshi Venkataraman <meenakshiv@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-05-20 17:21:11 +00:00 |
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Dipika Sikka
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df84fb07a6
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Remove additional dead code as a follow-up to #42889 (#43144)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-05-20 10:01:45 -04:00 |
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Benjamin Chislett
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0a508743d4
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[Spec Decode] Support non-MTP speculation for NemotronH (#43130)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-05-20 09:15:52 -04:00 |
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Artem Perevedentsev
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1cb224430b
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[GDN] Enable FI Blackwell GDN prefill kernel (#40717)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-05-20 01:46:55 -07:00 |
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117afeea46
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Fix error in Dynamic NTK scaling (#41277)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-05-19 17:27:54 -04:00 |
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Doğaç Eldenk
|
1242196295
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[Model] Support post-norm architecture for EAGLE-3 supeculators (#42764)
Signed-off-by: Doğaç Eldenk <dogacel@gmail.com>
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2026-05-19 13:39:00 -07:00 |
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Wei Zhaoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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9aaf83ef50
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[CI failure] Temporarily disable using persistent cache for flashinfer autotune (#43119)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-19 11:44:32 -07:00 |
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Jinzhen Lin
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8200fbe1ac
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[Misc] add humming to dependencies (#42540)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2026-05-19 08:36:47 -07:00 |
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Wang Yiwen
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1c6158083a
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[Model] Openvla support (#42654)
Signed-off-by: Wang Yiwen <121547057+yiwen101@users.noreply.github.com>
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2026-05-19 08:17:42 -07:00 |
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Nick Hill
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b82e908b4c
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[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-19 10:35:54 -04:00 |
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Shanshan Shen
|
ef54a4d604
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[Misc][MM] Remove redundant code in CLIPAttention (#43046)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-05-19 08:43:16 +00:00 |
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Taneem Ibrahim
|
4a4fdabe28
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[Misc] Aligning tokwise pooler heads for consistency (#43041)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-05-19 06:16:42 +00:00 |
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Woosuk Kwon
|
87b08c5f64
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[Model Refactoring] Move DeepSeek V4 layers to models/deepseek_v4/ [2/N] (#43039)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-05-18 21:00:58 -07:00 |
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Mohammad Miadh Angkad
|
da03e549b3
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[UX] Add a persistent cache for FlashInfer autotuning (#42537)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-05-18 20:25:37 -07:00 |
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Kunshang Ji
|
36dcaf25d8
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[XPU] add gptq(int4) support (#37844)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-19 11:17:09 +08:00 |
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Woosuk Kwon
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287471b994
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[Model Refactoring] Migrate DeepSeek V4 to vllm/models/ [1/N] (#43004)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-05-18 19:50:02 -07:00 |
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Wentao Ye
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37ece593c1
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[Perf] Padded nvfp4 quant kernel to remove additional copy, 2.4%~5.7% e2e performance improvement (#42774)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-18 16:38:12 -07:00 |
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Wentao Ye
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cd49a05d5a
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[Refactor] Remove dead code (#42889)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-18 16:41:22 -04:00 |
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Tuukka Sarvi
|
8fc1c284b9
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[ROCm] Guard AITER GDN decode fast path by layout (#42880)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
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2026-05-18 11:56:22 -07:00 |
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Amit Portnoy
|
ce88f01c9a
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[Docs] update attribution to reflect EDEN foundation (#41666)
Signed-off-by: amitport <1131991+amitport@users.noreply.github.com>
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2026-05-18 11:22:56 -07:00 |
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czhu-cohere
|
9758a6e5c5
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[BugFix] support PP for Cohere vision model (#42819)
Signed-off-by: <conway.zhu@cohere.com>
Signed-off-by: root <conway.zhu@cohere.com>
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2026-05-18 11:12:06 -07:00 |
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Bowen Bao
|
a2c8fc6657
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[ROCm][Quantization][3/N] Refactor quark_moe w4a4 w/ oracle (#41436)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2026-05-18 13:46:13 -04:00 |
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Jinzhen LinandMichael Goin
|
6859ca7615
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[Bugfix] fix swiglu limit issue for humming backend + deepseek v4 (#42541)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-05-18 17:32:26 +00:00 |
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Mohammad Miadh Angkad
|
67f58ce23f
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[Bugfix] Fix DSV4 MTP after ROCm mHC integration (#42930)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-05-18 17:02:01 +00:00 |
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Wei Zhao
|
8c296de63b
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[Perf] Re-enable flashinfer autotune by default and cleanup (#42857)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-05-18 09:12:27 -07:00 |
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|
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78e7a7b9b0
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Refactor AWQ Marlin MoE onto modular WNA16 oracle (#42483)
Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Signed-off-by: Siddharth Bedekar <104613085+bedeks@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-18 08:02:43 -07:00 |
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roikoren755
|
737bfa3a43
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[Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash (#41233)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-05-18 14:54:00 +03:00 |
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inisisandYongye Zhu
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df852ed503
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fix: remove unused norm for dpskv4 (#41710)
Signed-off-by: inisis <desmond.yao@buaa.edu.cn>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-18 18:33:29 +08:00 |
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Yuwen Zhou
|
88a860d754
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[CPU] Add MXFP4 W4A16 MoE support (#41922)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
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2026-05-18 03:04:45 -07:00 |
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Li, Jiang
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b4601ad43f
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[CPU] Add fused GDN support for AMX CPU platform (#42707)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-05-18 03:04:36 -07:00 |
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Jee Jee Li
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2267f70070
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[Kernel] Pack topk id/weights triton kernel (#42527)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-05-18 03:04:31 -07:00 |
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Harry Mellor
|
9537542537
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Revert checkpoint specific workaround in Transformers modelling backend (#42923)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-05-18 17:31:06 +09:00 |
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Rishapveer Singh
|
5ab6d1b3fd
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[Model] [Perf] Use flatten for Qwen3.5's GDN output projection (#42311)
Signed-off-by: Rishapveer Singh <singhrishapveer@gmail.com>
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2026-05-18 16:14:36 +08:00 |
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gaozihao-shy
|
23c15acd77
|
[BugFix] Kimi-K2.5: skip vision tower dtype conversion when using quantization (#42869)
Signed-off-by: gaozihao-shy <gaozihao-shy@users.noreply.github.com>
Signed-off-by: gaozihao <gaozihao3@huawei.com>
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2026-05-18 05:07:16 +00:00 |
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Andreas Karatzas
|
b50646e5ef
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[ROCm][CI] Stabilize ROCm pooling and multimodal CI (#42909)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-05-18 03:57:59 +00:00 |
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