afd7b1dce9
[Bugfix] Use platform-agnostic device in example_connector load ( #42926 )
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Signed-off-by: Revital Sur <eres@il.ibm.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-05-19 03:12:04 +00:00
Woosuk Kwon and GitHub
287471b994
[Model Refactoring] Migrate DeepSeek V4 to vllm/models/ [1/N] ( #43004 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
2026-05-18 19:50:02 -07:00
239b5ff30c
[Frontend] Add --spec-method/--spec-model/--spec-tokens CLI aliases ( #42476 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-05-18 17:22:27 -07:00
Artem Perevedentsev and GitHub
f85c76d701
[CI/Build] Bump nvidia-cutlass-dsl to 4.5.1 ( #42991 )
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Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com >
2026-05-18 16:58:15 -07:00
shanjiaz and GitHub
a171e6b52d
Add parallel drafting to v2 model runner unsupported features ( #43010 )
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Signed-off-by: shanjiaz <zsjwpianpian@gmail.com >
2026-05-18 16:39:09 -07:00
Wentao Ye and GitHub
37ece593c1
[Perf] Padded nvfp4 quant kernel to remove additional copy, 2.4%~5.7% e2e performance improvement ( #42774 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-05-18 16:38:12 -07:00
Flora Feng and GitHub
57fef4e0bf
[Refactor] Extract shared coerce_to_schema_type utility from Minimax M2 tool parser ( #43006 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
2026-05-18 17:55:39 -04:00
haosdent and GitHub
0191354827
[Perf][MLA] Enable FULL cudagraph capture for TRITON_MLA decode ( #42885 )
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Signed-off-by: haosdent <haosdent@gmail.com >
2026-05-18 14:29:10 -07:00
Wentao Ye and GitHub
cd49a05d5a
[Refactor] Remove dead code ( #42889 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-05-18 16:41:22 -04:00
Ronen Schaffer and GitHub
84747489de
Tier offload followup ( #42529 )
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Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com >
2026-05-18 19:41:58 +00:00
Tuukka Sarvi and GitHub
8fc1c284b9
[ROCm] Guard AITER GDN decode fast path by layout ( #42880 )
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Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com >
2026-05-18 11:56:22 -07:00
Amit Portnoy and GitHub
ce88f01c9a
[Docs] update attribution to reflect EDEN foundation ( #41666 )
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Signed-off-by: amitport <1131991+amitport@users.noreply.github.com >
2026-05-18 11:22:56 -07:00
Wentao Ye and GitHub
00e20e76f7
[Refactor] Remove dead cuda kernels ( #42767 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-05-18 11:14:21 -07:00
czhu-cohere and GitHub
9758a6e5c5
[BugFix] support PP for Cohere vision model ( #42819 )
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Signed-off-by: <conway.zhu@cohere.com >
Signed-off-by: root <conway.zhu@cohere.com >
2026-05-18 11:12:06 -07:00
Bowen Bao and GitHub
a2c8fc6657
[ROCm][Quantization][3/N] Refactor quark_moe w4a4 w/ oracle ( #41436 )
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Signed-off-by: Bowen Bao <bowenbao@amd.com >
2026-05-18 13:46:13 -04:00
6859ca7615
[Bugfix] fix swiglu limit issue for humming backend + deepseek v4 ( #42541 )
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
2026-05-18 17:32:26 +00:00
Mohammad Miadh Angkad and GitHub
67f58ce23f
[Bugfix] Fix DSV4 MTP after ROCm mHC integration ( #42930 )
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Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com >
2026-05-18 17:02:01 +00:00
Wei Zhao and GitHub
8c296de63b
[Perf] Re-enable flashinfer autotune by default and cleanup ( #42857 )
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Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
2026-05-18 09:12:27 -07:00
Harry Mellor and GitHub
b12745e4f3
Fix --convert passed without --runner on causal models ( #42935 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-05-18 15:56:09 +00:00
Wentao Ye and GitHub
e26736973a
[Model Runner V2] Fix prompt logprobs calculation Sizes of tensors must match error ( #42778 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-05-18 08:27:21 -07:00
Netanel Haber and GitHub
47829b1159
[Bugfix] mamba: run single-token extends as decodes ( #42430 )
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Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com >
2026-05-18 15:26:00 +00:00
Blanc Swan and GitHub
4a39b4f553
[Model] Add Apertus Tool Parser ( #41154 )
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Signed-off-by: Blanc <swan.blanc@infomaniak.com >
2026-05-18 11:20:04 -04:00
78e7a7b9b0
Refactor AWQ Marlin MoE onto modular WNA16 oracle ( #42483 )
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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>
2026-05-18 08:02:43 -07:00
f5d3dc7115
[Model Runner v2] Support update_config ( #42783 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
2026-05-18 10:26:07 -04:00
1ac10f159a
Revert "[torch.compile] Add patch for fullgraph compilation" ( #42686 ) ( #42913 )
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Co-authored-by: Luka Govedič <luka.govedic@gmail.com >
Co-authored-by: Zhewen Li <zhewenli@inferact.ai >
2026-05-18 09:02:51 -04:00
e5417657e5
[KV Connector][Offloading] Flush all pending jobs on last step ( #42611 )
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Signed-off-by: Liran Schour <lirans@il.ibm.com >
Signed-off-by: liranschour <liranschour@users.noreply.github.com >
Co-authored-by: Or Ozeri <or@ozery.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-18 12:59:42 +00:00
xiangdong and GitHub
2e40faf08b
[XPU][CI] Temporarily skip test_moe_lora_align_block_size_mixed_base_and_lora[1] in Intel GPU CI ( #42954 )
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Signed-off-by: zengxian <xiangdong.zeng@intel.com >
2026-05-18 20:34:48 +08:00
Nicolò Lucchesi and GitHub
69c91d010a
[MRv2] Default to MRv1 when a connector is present ( #42955 )
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Signed-off-by: NickLucche <nlucches@redhat.com >
2026-05-18 20:34:16 +08:00
roikoren755 and GitHub
737bfa3a43
[Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash ( #41233 )
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Signed-off-by: Roi Koren <roik@nvidia.com >
2026-05-18 14:54:00 +03:00
Kfir Toledo and GitHub
e414e1f1c0
[Bugfix][KV Offload] count appended GPU blocks in store group_sizes ( #42945 )
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Signed-off-by: Kfir Toledo <kfir.toledo@ibm.com >
2026-05-18 11:36:02 +00:00
df852ed503
fix: remove unused norm for dpskv4 ( #41710 )
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Signed-off-by: inisis <desmond.yao@buaa.edu.cn >
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com >
2026-05-18 18:33:29 +08:00
Yuwen Zhou and GitHub
88a860d754
[CPU] Add MXFP4 W4A16 MoE support ( #41922 )
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Signed-off-by: yuwenzho <yuwen.zhou@intel.com >
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com >
2026-05-18 03:04:45 -07:00
cac81b6eda
[CPU Backend] Improve cpu thread utilization ( #42666 )
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Signed-off-by: Li, Tianmu <tianmu.li@intel.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-18 03:04:41 -07:00
Li, Jiang and GitHub
b4601ad43f
[CPU] Add fused GDN support for AMX CPU platform ( #42707 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com >
2026-05-18 03:04:36 -07:00
Jee Jee Li and GitHub
2267f70070
[Kernel] Pack topk id/weights triton kernel ( #42527 )
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Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
2026-05-18 03:04:31 -07:00
965d076148
[CPU] Specify required KV cache layout for CPU attention backend ( #42740 )
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Signed-off-by: Tony Lin <tony.lin@intel.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-05-18 17:38:54 +08:00
c38bed4248
delete xpu ci ( #42582 )
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Signed-off-by: wenjun.liu <wenjun.liu@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-18 16:36:45 +08:00
Xin Yang and GitHub
998714b21b
[Perf] Add do_not_specialize in fused FP8 RoPE kernel ( #42849 )
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Signed-off-by: Xin Yang <xyangx@amazon.com >
2026-05-18 01:32:46 -07:00
Harry Mellor and GitHub
9537542537
Revert checkpoint specific workaround in Transformers modelling backend ( #42923 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-05-18 17:31:06 +09:00
Rishapveer Singh and GitHub
5ab6d1b3fd
[Model] [Perf] Use flatten for Qwen3.5's GDN output projection ( #42311 )
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Signed-off-by: Rishapveer Singh <singhrishapveer@gmail.com >
2026-05-18 16:14:36 +08:00
7d5b033782
[LoRA] Support 2D and 3D MoE LoRA adapter at the same time ( #42242 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-05-18 15:22:26 +08:00
e3aeee5ff8
[Bugfix] moe lora align kernel grid ( #40131 )
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Signed-off-by: TheDuyIT <nduy250299@gmail.com >
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
Signed-off-by: dtnguyen <dtnguyen@nvidia.com >
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2026-05-18 00:17:53 -07:00
Harry Mellor and GitHub
c1f7854342
Improve logging when docs build is skipped ( #42929 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-05-18 06:33:32 +00:00
gaozihao-shy and GitHub
23c15acd77
[BugFix] Kimi-K2.5: skip vision tower dtype conversion when using quantization ( #42869 )
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Signed-off-by: gaozihao-shy <gaozihao-shy@users.noreply.github.com >
Signed-off-by: gaozihao <gaozihao3@huawei.com >
2026-05-18 05:07:16 +00:00
Andreas Karatzas and GitHub
b50646e5ef
[ROCm][CI] Stabilize ROCm pooling and multimodal CI ( #42909 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-05-18 03:57:59 +00:00
Soyaazz and GitHub
990f49bdcb
[MM][CG] Enable encoder Cudagraph for Step3VL ( #42224 )
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Signed-off-by: JisoLya <523420504@qq.com >
Signed-off-by: Soyaazz <523420504@qq.com >
2026-05-17 20:19:13 -07:00
107210442d
[CI] Add NIXL EP import canary ( #42567 )
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Signed-off-by: Alec Flowers <aflowers@nvidia.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-05-17 19:11:46 -07:00
03ddc1c9bc
[Perf] Wire silu_and_mul_per_block_quant into TritonFP8MoE (MiniMax-M2) ( #42497 )
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Signed-off-by: qianlihuang <yiliu.dong@qq.com >
Signed-off-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com >
Co-authored-by: qianlihuang <yiliu.dong@qq.com >
2026-05-17 21:57:04 -04:00
Luka Govedič and GitHub
966903eb93
[torch.compile] Add patch for fullgraph compilation ( #42686 )
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Signed-off-by: Luka Govedič <luka.govedic@gmail.com >
2026-05-17 19:49:16 +00:00
TJian and GitHub
599e75f432
[ROCm] [Bugfix] Fix DeepSeek V4 Functionality and Accuracy ( #42810 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-05-17 12:18:50 -04:00