Taneem Ibrahim and Wentao Ye
ca9c8cbd1b
[CI] Support partial torch requirement contexts ( #51832 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
2026-08-11 12:25:14 -04:00
Michael Goin and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
e3fe212eaf
[Bugfix] Generalize KV block zeroing to AttentionSpec ( #51749 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 12:13:09 -04:00
Nick Hill
513f83e7ec
[Bugfix] Take the sliding window from the layer, not the KV cache group ( #51756 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-08-11 09:10:46 -07:00
Harry Mellor
c65aa2ee6c
Bump Transformers version to 5.15.0 ( #51668 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-08-11 09:00:51 -07:00
Guan-Ming Chiu and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
457a5f34db
[Bugfix][MRV2] Support encoder timing stats in model runner V2 ( #50020 )
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Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-12 00:00:49 +08:00
5426311d91
[Kernel][ROCm][Perf] FlyDSL decode-attention kernel for 4-bit TurboQuant KV cache ( #47896 )
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Signed-off-by: root <root@smci355-ccs-aus-m02-09.cs-aus.dcgpu >
Co-authored-by: root <root@smci355-ccs-aus-m02-09.cs-aus.dcgpu >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 08:45:39 -07:00
liuzhenwei and Kunshang Ji
d648236199
[XPU][CI] Fix ExampleConnector KV cache device selection ( #51806 )
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Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-08-11 23:40:29 +08:00
Jiangyun Zhu and OpenAI Codex
5af7c8dad7
[Bugfix] Align Qwen GDN gates with speculative tokens ( #51812 )
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 23:35:30 +08:00
pmanczak and Kunshang Ji
5b5eae2394
[Misc] Enable test_silu_mul_fp8_quant_deep_gemm on XPU ( #49444 )
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Signed-off-by: pmanczak <pawel.manczak@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-08-11 23:19:14 +08:00
Wentao Ye
4988df2eb8
[Config] Update default _max_num_batched_tokens from 8192 to 16384 ( #51726 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-08-11 11:09:34 -04:00
0fb9897df1
[Bugfix][MoE] Support GELU tanh in FlashInfer B12x MoE ( #51819 )
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Signed-off-by: Andrii Skliar <askliar@nvidia.com >
Co-authored-by: Andrii Skliar <askliar@nvidia.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 15:07:58 +00:00
Woosuk Kwon and OpenAI Codex
87668ab69b
[Bugfix] Guard DeepSeek V4 MRV1 piecewise CUDA graphs ( #51768 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 07:34:44 -07:00
Jee Jee Li
dd7cc85f17
Add MoE output contract for MoE tail fusion ( #51407 )
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Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
2026-08-11 22:23:59 +08:00
Tuukka Sarvi
12bea3eedc
[Bugfix][ROCm] Fix DeepSeek V4 DSpark probabilistic startup ( #51145 )
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Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com >
2026-08-11 22:15:31 +08:00
b64a2708b0
Bound generation inputs before expensive work ( #51447 )
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Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com >
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 22:03:50 +08:00
Louie Tsai
5b184f775a
connects vLLM Recipes with vLLM's native config-based deployment and benchmark ( #51308 )
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Signed-off-by: louie-tsai <louie.tsai@intel.com >
2026-08-11 13:53:51 +00:00
Chaojun Zhang
f863387250
[XPU] Fix UVA weight offloading (non-pinned-tensor views and static Triton launcher) ( #51770 )
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Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com >
2026-08-11 21:48:44 +08:00
Kush Zingade
78e7fdd1ab
[Bugfix][CPU] Make the Apple Silicon BF16 probe fall back instead of raising ( #51627 )
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Signed-off-by: Kush Zingade <kush.zingade@gmail.com >
2026-08-11 21:35:07 +08:00
6c95a641e9
[2/N][Feat][Perf] Add new warmup infrastructure for JITs. Add predicate filtering for JIT warmup, and migrate Inkling FA4 ( #49315 )
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com >
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 07:46:07 -04:00
liushujia122
d8f840071e
[Model] Enable tower and connector LoRA for Keye ( #51780 )
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Signed-off-by: shujialiu <liushujia0122@163.com >
2026-08-11 10:35:59 +00:00
AlexHuang
0fec3d652b
[Bugfix][KV Offload] Centralize shared mmap cleanup in CPU worker ( #51622 )
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Signed-off-by: Alex <jihui.huang@daocloud.io >
2026-08-11 13:22:15 +03:00
Dao007forever and OpenAI Codex
ce07118669
[Bugfix][Core] Preserve Mamba running CoW after external hits ( #51766 )
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Signed-off-by: Dao Le <Dao007forever@gmail.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 18:15:24 +08:00
David Holtz
490259c1f6
profiler: add PrivateUse1 activity support for custom backends ( #50977 )
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Signed-off-by: David Holtz <56723830+dmholtz@users.noreply.github.com >
2026-08-11 09:38:58 +00:00
Tianyu Guo and OpenAI Codex
3fb7bb46d6
[Perf] Avoid repeated multimodal prompt update scans ( #51774 )
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Signed-off-by: Tianyu Guo <guoty@inferact.ai >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 09:23:24 +00:00
zofia and Kunshang Ji
52c70b210c
[XPU] [Linear] enable torch linear backend for blockwise gemm on xpu ( #50826 )
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Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-08-11 16:43:33 +08:00
Kyungmin Lee and Harry Mellor
529d010351
[Doc] Fix typos in speculative decoding docs ( #51500 )
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Signed-off-by: lkm2835 <lkm2835@gmail.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-08-11 09:17:05 +01:00
Yizhou
a311916a29
[MRV2][Spec] Fuse AR speculator multi-step decodes back into one CUDA graph ( #46849 )
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Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com >
2026-08-11 15:06:22 +08:00
Fangzhou Ai
1044d19998
[ROCm][DSV4] Preserve native MXFP4 TP8 shard allocation ( #51473 )
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Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com >
2026-08-10 23:57:27 -07:00
Harry Mellor
be2e274ef5
Fix docs on main ( #51773 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-08-10 23:52:04 -07:00
Priyansh Jain and Andreas Karatzas
2acb055ed7
[CPU][Zen] Route BF16 MoE inference through zentorch on AMD ( #44201 )
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Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-08-10 23:20:05 -07:00
Yan Ma and Kunshang Ji
b76cf758db
[XPU] install xpu-manager for device monitor ( #50831 )
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Signed-off-by: Yan Ma <yan.ma@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-08-11 14:18:41 +08:00
stefankoncarevic and Andreas Karatzas
75903e5067
[CI][AMD] Persist the openai-harmony tiktoken vocab cache across jobs ( #51666 )
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Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com >
Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-08-11 06:11:06 +00:00
Wei Zhao
608c12473f
[Attention] Fix MLA prefill workspace allocation size ( #51733 )
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Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
2026-08-11 05:34:30 +00:00
c76a425278
[Kernel] Optimize long-context MLA cache gathers ( #51739 )
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Signed-off-by: Yongye Zhu <zyy1102000@gmail.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-10 22:23:43 -07:00
cherry77-cloud and OpenAI Codex
65b7662d3f
[Bugfix][Frontend] Report Cohere stop sequences correctly ( #51556 )
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Signed-off-by: cherry77-cloud <1615405@qq.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-11 04:49:49 +00:00
Khushali Desai and wang.yuqi
dc5101fb1b
replace batch_norm to numerically identical without cudnn ( #51734 )
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Signed-off-by: khushali9 <khushali.desai9@gmail.com >
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-08-11 12:43:20 +08:00
Clinton Thomas and Lucas Bourtoule
90fd4a333f
Preserve revision pins in secondary artifact loaders ( #51446 )
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Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com >
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com >
2026-08-11 04:33:10 +00:00
Frank
adc1200597
[Misc] Use VLLMValidationError in scoring input validation ( #51753 )
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Signed-off-by: frank-suwen <suwenw2@outlook.com >
2026-08-11 04:12:22 +00:00
Ming Huang
07443bea29
[BugFix][Core] free_blocks: restore prepend (LIFO) reuse order when prefix caching is off ( #51482 )
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Signed-off-by: theminghuang <theminghuang@gmail.com >
Signed-off-by: Ming Huang <mhhua@google.com >
2026-08-11 03:56:25 +00:00
Wentao Ye
0914ed2e81
[Perf] Adaptive budget for spec scheduled input tokens, ~60% better Kimi K3 DSpark TTFT ( #51725 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-08-10 20:52:21 -07:00
Itay Etelis and Itay Etelis
0f2ea973be
[KV Connector][Offloading] Keep per-layer KV registration when canonical_layout is requested ( #51688 )
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com >
Co-authored-by: Itay Etelis <itay.etelis@ibm.com >
2026-08-11 06:03:59 +03:00
Andreas Karatzas
419b51b385
[Bugfix][ROCm][CI] Stabilize build context and source caches ( #51721 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
2026-08-10 21:51:39 -05:00
aoshen02 and Roger Wang
99e62b802c
[Bugfix][Model Loader] Defer post-load attention weight processing ( #49519 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-08-10 19:16:57 -07:00
acmore
f37dff22fc
[Bugfix] Import each packed IPC export once on the consumer side ( #51259 )
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Signed-off-by: acmore <hezj07+github@gmail.com >
2026-08-11 10:05:27 +08:00
33584901ba
[Frontend] Add content_parts to /inference/v1/generate for raw multim… ( #51478 )
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Signed-off-by: Allen Shen <aoshen@inferact.ai >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 10:00:12 +08:00
Andreas Karatzas and OpenAI Codex
1a1727330a
[CI] Solidify speculative decoding E2E coverage ( #50713 )
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Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-10 19:56:39 -06:00
Tarun Kumar
48bada6ea4
Fix chat completion 500 on non-object JSON bodies ( #51654 )
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Signed-off-by: Tarun Kumar <takumar@redhat.com >
2026-08-11 01:31:19 +00:00
Bugen Zhao and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
f1e921b6d6
[Rust Frontend] Support dynamic tools from developer messages ( #51144 )
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Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-10 18:30:38 -07:00
Qiuyang Yue
b2506d62ae
[MM][CG][BugFix] Fix Ernie-4.5-VL encoder CG postprocess for multi-path outputs ( #51461 )
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Signed-off-by: qyYue1389 <yueqiuyang1389@gmail.com >
2026-08-11 00:39:04 +00:00
Bugen Zhao and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
d8c70f2243
[Rust Frontend] Upgrade MiniJinja to 2.22 & remove method lookup workaround ( #51235 )
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Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-11 00:23:24 +00:00
