fa6ae31177
feat: rename logit_bias/logit_scale to logit_mean/logit_sigma for affine score calibration ( #39530 )
...
Signed-off-by: Jesus Federico <jefp@amazon.com >
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-04-13 04:43:44 +00:00
Nicolò Lucchesi and GitHub
3244a2ebf2
[KVConnector][NIXL] Organize NIXL connector into its own directory ( #39354 )
...
The number of features supported by the connector has grown substantially
and the `nixl_connector.py` file has accumulated a lot of code. Creates a separate
directory and isolates connector/scheduler code in the hope of improving clarity
and maintainability.
Further refactor of components aimed at improving clarity and simplifying code
will follow soon.
Signed-off-by: NickLucche <nlucches@redhat.com >
2026-04-12 13:10:50 +00:00
Michael Goin and GitHub
7f0b8f2020
[Docs] Use --torch-backend=auto for editable install docs ( #39511 )
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Signed-off-by: Michael Goin <mgoin64@gmail.com >
2026-04-10 15:27:02 -07:00
fc645f1acc
Add structure to requirements/ directory ( #39024 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
2026-04-10 13:46:41 -07:00
b87575d24b
feat: add logit_scale to PoolerConfig for affine score calibration ( #39435 )
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Signed-off-by: Jesus Federico <jefp@amazon.com >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
2026-04-10 17:21:14 +00:00
wang.yuqi and GitHub
cb5f7501cb
[New Model]: jinaai/jina-reranker-v3 ( #38800 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-04-10 15:20:40 +00:00
Peter Nguyen and GitHub
8d0f908b98
[Model] Implement LoRA support for Qwen3ASRForConditionalGeneration ( #37247 )
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Signed-off-by: Peter Nguyen <petern0408@gmail.com >
2026-04-10 18:34:31 +04:00
967146e7bd
[model] support FireRedLID ( #39290 )
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Signed-off-by: PatchouliTaisa <patchychen@tencent.com >
Co-authored-by: PatchouliTaisa <patchychen@tencent.com >
2026-04-10 08:43:58 +00:00
Chendi.Xue and GitHub
65e4e46f66
update CODEOWNERS file ( #39439 )
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Signed-off-by: Chendi Xue <chendi.xue@intel.com >
2026-04-10 15:05:31 +08:00
e7a1387e73
Add EXAONE-4.5 ( #39388 )
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Signed-off-by: lkm2835 <lkm2835@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-09 20:53:26 -07:00
Chauncey and GitHub
ecbfbb8d61
[Feature] Add auto-detection for reasoning_config when only reasoning_parser is set ( #38214 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-04-10 01:36:26 +00:00
Harry Mellor and GitHub
d87fb264df
[Docs] Bring README updates into docs README ( #39397 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-04-09 10:35:00 +00:00
eb4205fee5
[UX] Integrate DeepGEMM into vLLM wheel via CMake ( #37980 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
Signed-off-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-04-08 18:56:32 -07:00
a776a48b1c
[MoE] Move DEEP_GEMM into experts/ subdirectory ( #39005 )
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Signed-off-by: Jackmin801 <ongjackm@gmail.com >
Signed-off-by: Robert Shaw <robshaw@redhat.com >
Co-authored-by: Robert Shaw <robshaw@redhat.com >
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
2026-04-08 19:23:08 +00:00
75e01a39a1
[Feature] NUMA binding support for GPU workers ( #38635 )
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Signed-off-by: Shengqi Chen <harry-chen@outlook.com >
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-04-08 09:55:24 -07:00
6155bbd1dd
[Bugfix][Docs] Fix ReadTheDocs build crash from mocked torch decorator ( #39284 )
...
Signed-off-by: khluu <khluu000@gmail.com >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
2026-04-08 09:43:01 +00:00
7b80cd8ac3
[Docs] Add Phi-4-reasoning-vision to supported models + examples ( #39232 )
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com >
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com >
2026-04-08 02:02:26 +00:00
Andrey Talman and GitHub
2111997f96
[release 2.11] Update to torch 2.11 ( #34644 )
2026-04-07 18:55:48 -07:00
Harry Mellor and GitHub
79df4a794d
Automatically add links to API docs for matching strings in docs ( #37434 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-04-07 21:21:18 +08:00
bnellnm and GitHub
b2b2c5239e
[MoE Refactor] Split up compressed_tensors_moe.py ( #38960 )
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Signed-off-by: Bill Nell <bnell@redhat.com >
2026-04-06 20:07:54 -04:00
c5e3454e5a
[Model] Add support for BharatGen's Param2MoE model ( #38000 )
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Signed-off-by: bhargav-patel-29 <bhargav.patel@tihiitb.org >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-06 16:19:56 +08:00
1f5ec2889c
[mla] Support fused FP8/NVFP4 output quantization in MLA attention ( #35792 ) ( #36205 )
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Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com >
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
2026-04-02 21:16:11 -04:00
71a9125c67
[New Model]: add support for telechat3 ( #38510 )
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Signed-off-by: xiayongqiang <xiayq1@chinatelecom.cn >
Co-authored-by: xiayongqiang <xiayq1@chinatelecom.cn >
2026-04-03 08:26:22 +08:00
bsliu and GitHub
c0817e4d39
[Model] Add support for Cheers multimodal model ( #38788 )
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Signed-off-by: bsliu <1187291748@qq.com >
Signed-off-by: 吴炳贤 <wubingxian24@mails.ucas.ac.cn >
2026-04-02 21:01:40 +08:00
2ce3d0ce36
[Feature] KV cache per-token-head INT8/FP8 quantization ( #38378 )
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Signed-off-by: JartX <sagformas@epdcenter.es >
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
Co-authored-by: yangyang4991 <yangyang4991@gmail.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
Co-authored-by: Isotr0py <2037008807@qq.com >
2026-04-02 08:13:26 -04:00
Stefano Castagnetta and GitHub
6183cae1bd
[Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang ( #38730 )
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Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com >
2026-04-01 12:08:40 -07:00
Monishver and GitHub
c09ad767cd
Feature/silu block quant fusion v1 ( #32996 )
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Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com >
2026-04-01 18:50:43 +00:00
Chauncey and GitHub
cbe7d18096
[Misc] Rename think_start_str/think_end_str to reasoning_start_str/reasoning_end_str ( #38242 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-04-01 09:56:45 -07:00
Jesus Talavera and GitHub
148c2072ec
Add ibm-granite/granite-vision-3.3-2b to supported models documentation ( #38714 )
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Signed-off-by: Jesus Talavera <jesus.talavera@ibm.com >
2026-04-01 08:22:25 -07:00
Li, Jiang and GitHub
36d7f19897
[CPU] Support head_size 512 in cpu_attn ( #38676 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com >
2026-04-01 05:42:27 +00:00
2e56975657
Generative Scoring ( #34539 )
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Signed-off-by: Vedant Jhaveri <vjhaveri@linkedin.com >
Co-authored-by: Vedant Jhaveri <vjhaveri@linkedin.com >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-03-31 16:02:11 -07:00
077a9a8e37
[torch.compile] Refactor Attention Quant Fusion Pass and Remove Boilerplate ( #37373 )
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Signed-off-by: BadrBasowid <badr.basowid@gmail.com >
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com >
2026-03-31 14:15:50 -04:00
Nicolò Lucchesi and GitHub
7337ff7f03
[Docs] PD with Nixl compat matrix ( #38628 )
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Signed-off-by: NickLucche <nlucches@redhat.com >
2026-03-31 15:01:21 +00:00
Flora Feng and GitHub
3e802e8786
[Mypy] Fix adjust_request typing ( #38264 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
2026-03-31 04:21:18 +00:00
TJian and GitHub
03ac6ca895
[ROCm] [DOC] Update the Documentation to include ROCm Nightly Wheel support ( #38457 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-03-30 02:25:46 -07:00
Juan Pérez de Algaba and GitHub
57861ae48d
(security) Fix SSRF in batch runner download_bytes_from_url ( #38482 )
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Signed-off-by: jperezde <jperezde@redhat.com >
2026-03-30 07:10:01 +00:00
Andreas Karatzas and GitHub
43cc5138e5
[ROCm][CI] Fix cross-attention dispatch for encoder-decoder models ( #38450 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-03-28 22:08:03 -07:00
haosdent and GitHub
d39b8daf5f
[Feature] Add Qwen3-ForcedAligner support via token classification pooling ( #35367 )
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Signed-off-by: haosdent <haosdent@gmail.com >
2026-03-29 00:27:52 +00:00
whyiug and GitHub
58c959a767
[Misc]: clean up non-core lint issues ( #37049 )
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Signed-off-by: whyiug <whyiug@hotmail.com >
2026-03-28 10:28:16 -04:00
83a4df049d
[ROCm][Documentation] update quickstart and installation to include rocm nightly docker tips ( #38367 )
...
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com >
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com >
2026-03-27 23:20:19 +00:00
b111f8a61f
fix(security): Add VLLM_MAX_N_SEQUENCES environment variable and enforce limit ( #37952 )
...
Signed-off-by: jperezde <jperezde@redhat.com >
Signed-off-by: Russell Bryant <rbryant@redhat.com >
Co-authored-by: Russell Bryant <rbryant@redhat.com >
2026-03-27 09:02:10 -04:00
a1746ff9ec
[Doc] Clarify Helm chart location in deployment guide ( #38328 )
...
Signed-off-by: Yuichiro Utsumi <utsumi.yuichiro@fujitsu.com >
Signed-off-by: Yuichiro Utsumi <81412151+utsumi-fj@users.noreply.github.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-03-27 15:43:02 +08:00
Cyrus Leung and GitHub
a9213c0ffe
[Doc] Fix outdated reference to CUDAGraphManager ( #38209 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-26 01:52:38 -07:00
Ekagra Ranjan and GitHub
7b54f60db0
[Cohere] Enable Cohere-Transcribe ( #38120 )
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Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com >
2026-03-25 16:13:51 -07:00
Rohan Potdar and GitHub
a0e8c74005
[ROCm]: Update rope+kvcache fusion conditions and disable custom op by default ( #36716 )
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Signed-off-by: Rohan138 <rohanpotdar138@gmail.com >
2026-03-25 20:58:44 +00:00
Cyrus Leung and GitHub
ba2f0acc2d
[Misc] Reorganize inputs ( #35182 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-25 10:22:54 -07:00
Ben Browning and GitHub
a1a2566447
[Docs] Add guide for editing agent instruction files ( #37819 )
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Signed-off-by: Ben Browning <bbrownin@redhat.com >
2026-03-25 13:54:09 +00:00
R0CKSTAR and GitHub
242c93f744
[Docs] Adds vllm-musa to custom_op.md ( #37840 )
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Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com >
2026-03-25 11:54:36 +00:00
189ddefbfd
[ROCm] Attention selector reordering ( #36702 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
Signed-off-by: Micah Williamson <micah.williamson@amd.com >
Co-authored-by: Micah Williamson <micah.williamson@amd.com >
2026-03-25 17:42:56 +08:00
Baorun (Lauren) Mu and GitHub
9d0351c91d
[Docs] Add Encoder (ViT) CUDA Graphs section to CUDA Graphs design doc ( #37914 )
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Signed-off-by: Baorun Mu <bmu@nvidia.com >
2026-03-24 19:53:24 -07:00
