Shanshan Shen and GitHub
936e0b79aa
[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference ( #40445 )
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Signed-off-by: shen-shanshan <467638484@qq.com >
2026-04-21 14:47:53 +00:00
ec5ef0ac73
[Doc] Add Qwen3 AWQ models to documentation ( #40034 )
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Signed-off-by: Yusuf <yusufmohammad@live.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 09:37:41 -04:00
d249a9e90e
Add Granite 4.1 Vision as built-in multimodal model ( #40282 )
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Signed-off-by: Artem Spector <artems@il.ibm.com >
Signed-off-by: artemspector <artems@il.ibm.com >
Co-authored-by: artemspector <artems@il.ibm.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
2026-04-21 05:43:39 -07:00
d2e2e856ad
[Frontend] Remove frontend pooling multi task support. ( #37861 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 12:27:44 +00:00
Wentao Ye and GitHub
301024aa9c
[Deprecation] Deprecate cprofile and cprofile_context ( #39100 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-04-21 11:25:22 +08:00
Shanshan Shen and GitHub
8097591286
[Doc] Update ViT CUDA graph doc for mixed (image+video) inputs ( #40355 )
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Signed-off-by: shen-shanshan <467638484@qq.com >
2026-04-21 02:31:09 +00:00
bai and GitHub
191e3fdaa1
Update flashinfer to 0.6.8 ( #39959 )
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Signed-off-by: bai <v@gor.io >
2026-04-20 10:37:23 -07:00
Rita Brugarolas and GitHub
fb5635d3f9
[ROCm] Add MLA dual RMS norm fusion (Q, KV) pass for DeepSeek/Kimi-K2 ( #39242 )
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Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com >
2026-04-20 14:56:27 +00:00
7243e02aa1
[ROCm][Feature] Enable AITER MLA attention backend to work with Eagle3 speculative decoding on ROCm ( #39616 )
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Signed-off-by: larryli2-amd <larryli2@amd.com >
Co-authored-by: TJian <tunjian.tan@embeddedllm.com >
2026-04-20 09:44:43 -05:00
Vasiliy Kuznetsov and GitHub
38fa87caca
mxfp8 online quant move to new frontend ( #40152 )
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Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com >
2026-04-20 06:26:12 -07:00
Ilya Markov and GitHub
50dd4cb427
[EPLB] Add nixl-based eplb communicator ( #36276 )
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Signed-off-by: ilmarkov <markovilya197@gmail.com >
Signed-off-by: Markov Ilya <markovilya19@gmail.com >
2026-04-20 10:24:23 +00:00
milesial and GitHub
6d8b80802b
[Docs] Fix thinking_token_budget docs ( #40316 )
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Signed-off-by: milesial <milesial@users.noreply.github.com >
2026-04-20 08:09:44 +00:00
Lxx and GitHub
d886c26d4d
[Doc] Fix typos in token_embed pooling documentation ( #40266 )
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Signed-off-by: YifanLi3 <lyfqlx3@gmail.com >
2026-04-19 19:27:32 -07:00
Jee Jee Li and GitHub
bfde49e287
[DOC] Add fuse_minimax_qk_norm ( #39782 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2026-04-18 00:41:37 -07:00
153ba7f0f3
[Refactor] Drop direct dependency on librosa ( #39079 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-04-18 06:55:38 +00:00
z1ying and GitHub
d0697cc7b6
[Doc] Add Realtime Transcription section to supported_models.md ( #39845 )
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Signed-off-by: Ziying Tao <tzzying@outlook.com >
2026-04-18 03:26:14 +00:00
Michael Goin and GitHub
1174723eba
Fix TURBOQUANT backend selection in cuda.py ( #40060 )
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Signed-off-by: Michael Goin <mgoin64@gmail.com >
2026-04-17 07:31:41 -07:00
Ben Browning and GitHub
70770268c3
Add @bbrowning to CODEOWNERS ( #40141 )
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Signed-off-by: Ben Browning <bbrownin@redhat.com >
2026-04-17 09:51:48 -04:00
wang.yuqi and GitHub
8d2cff8140
[Examples] Resettle Observability examples. ( #40123 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-04-17 03:13:31 -07:00
z1ying and GitHub
bf45e6d0a5
[Doc] Add Gemma 4 to supported models list ( #39607 )
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Signed-off-by: z1ying <tzzying@outlook.com >
Signed-off-by: Ziying Tao <tzzying@outlook.com >
2026-04-17 13:42:52 +08:00
Matthew Bonanni and GitHub
219bb5b8c0
[Misc] Update committers.md ( #40058 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
2026-04-16 13:48:41 -07:00
Flora Feng and GitHub
b16fda62b7
[Misc] Add @sfeng33 to CODEOWNERS ( #40048 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
2026-04-16 12:25:29 -07:00
4e8c3f1c19
[Frontend][last/5] Improve pooling entrypoints | clean up. ( #39675 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-16 07:53:23 -07:00
Vasiliy Kuznetsov and GitHub
5e5afafa21
[Doc] add docs for online quant frontend ( #39736 )
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Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com >
2026-04-16 07:52:58 -07:00
2cdf86044d
Add Jina Embeddings v5 model support ( fixes #38633 ) ( #39575 )
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Signed-off-by: Abhijit <abroy@redhat.com >
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-04-16 06:37:10 +00:00
R3hankhan and GitHub
4b7ca37bd4
[CPU][IBM Z][Dockefile][Docs] Fix s390x builds for torch 2.11 and update docs for s390x ( #39910 )
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Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com >
2026-04-15 22:26:21 -07:00
03f8d3a548
Update to transformers v5 ( #30566 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: khluu <khluu000@gmail.com >
Signed-off-by: Kevin H. Luu <khluu000@gmail.com >
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: khluu <khluu000@gmail.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: jiang1.li <jiang1.li@intel.com >
2026-04-15 16:29:15 -07:00
3cc328a4be
[SpecDecode][Benchmark] Add SPEED-bench support to benchmarking CLI ( #36029 )
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Signed-off-by: talora <talora@nvidia.com >
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com >
2026-04-15 12:00:07 -04:00
f4b42df048
[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity ( #38479 )
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Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com >
Signed-off-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
2026-04-14 19:57:13 -07:00
1a9353bb02
[MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ ( #39007 )
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Signed-off-by: Robert Shaw <robertgshaw2@gmail.com >
Signed-off-by: Jackmin801 <ongjackm@gmail.com >
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com >
2026-04-14 19:27:39 +00:00
80118853f4
[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference ( #38061 )
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Signed-off-by: shen-shanshan <467638484@qq.com >
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-04-14 16:49:32 +08:00
610a3efcaf
[Doc] Fix Python-only build 404 fallback guidance ( #38052 )
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Signed-off-by: George-ao <yuyiao772@gmail.com >
Signed-off-by: Yuyi Ao <yuyiao772@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-04-13 12:09:31 -07:00
Yongye Zhu and GitHub
739e5945dc
[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" ( #39604 )
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Signed-off-by: Yongye Zhu <zyy1102000@gmail.com >
2026-04-13 12:53:58 -04:00
fa6ae31177
feat: rename logit_bias/logit_scale to logit_mean/logit_sigma for affine score calibration ( #39530 )
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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 )
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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 )
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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
