Luka Govedič and GitHub
bdb3b45e02
Apply suggestion from @ProExpertProg
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Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com >
2026-04-29 16:03:22 -04:00
Luka Govedič and GitHub
dc444a16b4
input not output
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Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com >
2026-04-29 16:02:56 -04:00
8521175db9
fix: migrate gpt_oss_20b moe_backend from env var to model kwargs
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- Add `flashinfer_trtllm_afp8` and `flashinfer_cutlass_afp8` to MoEBackend
Literal in vllm/config/kernel.py so they are valid kernel_config values
- Attach `moe_backend="flashinfer_trtllm_afp8"` to the gpt_oss_20b model
object in models.py (conditionally on Blackwell) instead of setting the
env var in the test runner
- Remove the TODO env var block from conftest.py
Co-authored-by: GitHub Copilot
Agent-Logs-Url: https://github.com/vllm-project/vllm/sessions/8abf6884-3fc2-45fb-b5c8-1ba82b14c841
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com >
2026-04-29 18:15:03 +00:00
danisereb and GitHub
d1a75e303d
Fix timeout when using LoRA adapters with Nemotron Super ( #40916 )
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Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com >
2026-04-30 01:39:49 +08:00
Cyrus Leung and GitHub
4a42aba380
[CI/Build] Enable FP8 on NVIDIA Thor ( #39712 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-04-29 09:48:52 -07:00
Avshalom Manevich and GitHub
a80d6f150c
better logging for large uncachable items ( #41145 )
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Signed-off-by: h-avsha <avshalom.manevich@hcompany.ai >
2026-04-29 09:48:47 -07:00
Terrence Zhao and GitHub
91a2d39014
[Models] Cohere MoE ( #40817 )
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Signed-off-by: Terrencezzj <terrence@cohere.ai >
2026-04-29 15:54:54 +00:00
Frederik Gossen and GitHub
a05848e255
[Bugfix] Report compile time for in-memory cache hit path ( #41023 )
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Signed-off-by: Frederik Gossen <frgossen@meta.com >
2026-04-29 15:32:03 +00:00
51fda1ba44
[Model Runner v2] Fix block table IMA issue ( #40648 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-04-29 08:30:33 -07:00
Wentao Ye and GitHub
39a7f4f4e2
[Perf] Optimize AllPool.forward by slicing first, 51% faster in the method level benchmark ( #41163 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-04-29 08:11:04 -07:00
Artem Perevedentsev and GitHub
b92ef9ec5a
[Perf] Enable FlashInfer top-k/top-p sampler by default ( #40376 )
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Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com >
2026-04-29 19:10:34 +04:00
5560cac7e2
[Bugfix][CPU] Backport PT cpp codegen indirect_assert scalar-mask fix ( #40973 )
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Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-29 10:21:55 -04:00
5b39b268f5
hf_name argument for vllm bench throughput CLI ( #41012 )
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Signed-off-by: Philip Maybank <pmaybank@amd.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-29 12:57:58 +00:00
22524f7a92
[Feat] CPU fp8 attn for AMX/AVX-512 ( #39445 )
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Signed-off-by: Li, Tianmu <tianmu.li@intel.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-04-29 20:43:21 +08:00
9d8ad5b408
[Bugfix] Fix repeated DSv4 RoPE cache initialization ( #41148 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-29 20:29:55 +08:00
11b69129e2
[Frontend] Add defer_loading and tool_reference support for Anthropic and OpenAI APIs ( #40190 )
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Signed-off-by: JaredforReal <w13431838023@gmail.com >
Signed-off-by: sfeng33 <4florafeng@gmail.com >
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
Co-authored-by: sfeng33 <4florafeng@gmail.com >
Co-authored-by: Chauncey <chaunceyjiang@gmail.com >
2026-04-29 04:35:50 -07:00
Bugen Zhao and GitHub
33f36d4260
[DSV4] Support max reasoning effort ( #40982 )
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Signed-off-by: Bugen Zhao <i@bugenzhao.com >
2026-04-29 11:03:47 +00:00
Ronen Schaffer and GitHub
37e288214b
[KV Offload] Tighten keys type from Iterable to Sequence in OffloadingManager ( #41200 )
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Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com >
2026-04-29 13:50:42 +03:00
5371d6fb40
Fix PP in Gemma4 ( #40786 )
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Signed-off-by: Rohit kumar Singh <rksingh@habana.ai >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-04-29 03:17:51 -07:00
Jiangyun Zhu and GitHub
6d7d4da99e
[Bugfix] BailingMoeV2.5: rotate full qk_rope_head_dim in MLA RoPE ( #41185 )
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
2026-04-29 18:08:55 +08:00
3f1a4bb639
build: embed image provenance metadata in vLLM containers ( #40653 )
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Signed-off-by: Alec Flowers <aflowers@nvidia.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-04-29 03:07:41 -07:00
Chauncey and GitHub
762022cafb
[Bugfix] DSV32/V4 add missing type conversion for non-streaming tool calls ( #41198 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-04-29 09:55:07 +00:00
Chauncey and GitHub
3885d340a4
[Frontend]Responses API supports Tool/Function calling with streaming with named tool/function ( #41110 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-04-29 09:11:27 +00:00
haosdent and GitHub
ef70057ca7
[CI][CPU] Split CPU-Distributed Tests into per-scenario labels ( #41203 )
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Signed-off-by: haosdent <haosdent@gmail.com >
2026-04-29 01:28:45 -07:00
e48cb85185
[CI/Build] Auto-detect manylinux ABI tag for nightly wheels ( #41149 )
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Signed-off-by: Shengqi Chen <harry-chen@outlook.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-04-29 00:37:14 -07:00
Chauncey and GitHub
92879e12ba
[CI] fix test_rotary_embedding_opcheck format error ( #41202 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-04-29 00:32:37 -07:00
68dd7db810
[Reasoning] Support for speculative decoding with thinking budget ( #34668 )
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Signed-off-by: rishitdholakia13 <rishit+github@cohere.com >
Signed-off-by: rishitdholakia13 <123388671+rishitdholakia13@users.noreply.github.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-04-29 06:14:52 +00:00
8a8c9b564e
[KV Offload] Per-job store completion for CPU offloading connector ( #39186 )
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com >
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com >
Co-authored-by: Itay Etelis <itay.etelis@ibm.com >
Co-authored-by: Or Ozeri <or@ozery.com >
Co-authored-by: Or Ozeri <oro@il.ibm.com >
2026-04-29 08:52:55 +03:00
Jee Jee Li and GitHub
a269744e9f
[Bugfix] Fix rope ( #41113 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2026-04-28 22:42:35 -07:00
8b49cf3a37
[Bugfix] Fix max_num_batched_token not captured in cuda graph ( #40734 )
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Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com >
Co-authored-by: Wei Zhao (Engrg-Hardware 1) <weizha@login-bia02.bia.clusters.nvidia.com >
2026-04-28 21:33:06 -07:00
Jiangyun Zhu and GitHub
2ae73c758c
[Bugfix] fix inductor error for dpsk v4 ( #41135 )
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
2026-04-28 21:18:46 -07:00
Fadi Arafeh and GitHub
d95d03c719
[BugFix][CPU] fix error on CPU runner shutdown ( #41034 )
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com >
2026-04-28 21:08:35 -07:00
Wei Zhao and GitHub
803b9d7881
[Bugfix] Fix Deepseek V4 import error due to AOT compile cache loading ( #41090 )
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Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com >
2026-04-28 21:08:16 -07:00
Walter Beller-Morales and GitHub
1312f07531
[Feature] add cohere reasoning and tool parsers ( #40422 )
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Signed-off-by: walterbm <walter.beller.morales@gmail.com >
2026-04-28 21:07:53 -07:00
fa1b9840f6
[BE][Torch 2.12] Remove workaround code for fixed cublas issue ( #40845 )
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Signed-off-by: Lucas Kabela <lucaskabela@meta.com >
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
2026-04-28 21:07:24 -07:00
916e56c05c
[QeRL] Add warnings for extra memory buffering ( #40309 )
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-04-28 21:06:54 -07:00
a085b5257d
[Docs] [QeRL] Layerwise Reloading Documentation ( #40317 )
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-04-28 21:06:38 -07:00
liangel-02 and GitHub
7fd05e05ae
uncomment flex backend for batch invariant mode ( #40842 )
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Signed-off-by: Angel Li <liangel@meta.com >
2026-04-28 21:05:14 -07:00
99255f3cb5
[UX] Allow enable/disable model weights loading tracking by config ( #41086 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Co-authored-by: Copilot <copilot@github.com >
2026-04-28 21:04:49 -07:00
haosdent and GitHub
75a7cf2c10
[CI] De-flake test_chat_completion_n_parameter_non_streaming ( #41147 )
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Signed-off-by: haosdent <haosdent@gmail.com >
2026-04-29 03:23:59 +00:00
haosdent and GitHub
4b95e9cec4
[CI] Return HTTP 400 for unsupported chat content part type ( #41121 )
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Signed-off-by: haosdent <haosdent@gmail.com >
2026-04-29 10:23:26 +08:00
rasmith and GitHub
856b15c62c
[CI][AMD][BugFix] Patch has_flashinfer decorator for test_select_rocm_aiter_backend ( #41072 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com >
2026-04-29 02:12:17 +00:00
qizixi and GitHub
6fb3f7b46b
[DSV4] Align aux stream API with DeepseekV4DecoderLayer ( #41171 )
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Signed-off-by: zixi-qi <zixi@inferact.ai >
2026-04-28 17:22:03 -07:00
chelnnexy and GitHub
d109eacd05
[Bugfix][ROCm] Fix gemm_a4w4 call to use updated AITER API signature ( #40754 )
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Signed-off-by: cheiluno <cheiluno@amd.com >
2026-04-29 09:04:53 +09:00
Nick Hill and GitHub
e68fa1b90a
[Core] Account for num_gpu_blocks_override in max_model_len checks ( #41069 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-04-28 15:44:09 -07:00
Russell Bryant and GitHub
f05f3664c3
[Doc] Add missing API endpoints to security documentation ( #40532 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com >
2026-04-28 21:53:19 +00:00
Julien Denize and GitHub
e9f8f31e9a
[FEATURE] Add EagleMistralForCausalLM ( #41024 )
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Signed-off-by: juliendenize <julien.denize@mistral.ai >
2026-04-28 12:22:20 -07:00
de3fe8dc62
[Bugfix] release KV blocks for skipped P-ranks to prevent invalid KV errors and timeouts when P_tp > D_tp and MLA ( #40449 )
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Signed-off-by: yangruize <yangruize7@163.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-04-28 11:38:43 -07:00
0899f436aa
[New Model] Laguna XS.2 implementation ( #41129 )
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Signed-off-by: Joe Rowell <joerowell4@gmail.com >
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com >
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com >
2026-04-28 14:23:00 -04:00
rasmith and GitHub
358a755e43
[CI][AMD][BugFix] Update request URL in test_moriio_connector to match vllm-router compatibility changes ( #41076 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com >
2026-04-28 13:14:59 -05:00