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bind_kv_caches

bugfix/37931-nvfp4-batched-all2all

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dependabot/github_actions/actions/setup-python-6.2.0

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remove_mamba_ssm

revert-21550-chengji/fix-ci

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simon-mo-patch-1

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sm103

speed-up-sp-tests

speed-up-sp-tests-v2

split_kv_cache_init

support_global_dp_logging

test-debug-lb

tml-inkling

tms/distributed_timeout

tms/fix-nan

tms/nvfp4-nan-contamination-test

tokenspeed

topk_id_hack

torch_dynamo

tpu_v1

tpu_v1_optimized

ucx_oneshot_ar

update_from_kv_xfer_finished_race_fix

upgrade-cutedsl

upgrade-transformers-compressed-tensors

v0.16.0-before210

v0.16.0-cu128

v0.16.0-torch291

v0.8.0

v0.8.1

v0.8.2

v0.8.3

v0.8.4

v0.8.5

v1_fix_profiler

vadim/qwen35-no-deppgemm

vllm-dashboard

wentao-cache-is_sleep

wentao-dcp-support-for-v2

wentao-deprecate-embed&token_classify

wentao-enable-flashinfer-moe-fp4-by-default

wentao-epd-support-for-MRv2

wentao-fix-amd-ci-test-others-bug

wentao-fix-ci-batch-invariant-issue

wentao-fix-ci-destroy

wentao-fix-ci-pre-commit

wentao-fix-dcp-IMA-for-v2

wentao-fix-es-v2-bug

wentao-fix-flashinfer-layout

wentao-fix-mypy-models-a-b

wentao-fix-python-install-ci-error

wentao-fix-qwen3vl-launch-bug

wentao-fix-torch-compile-issue

wentao-fix-v2-is_prefiliing

wentao-fix-v2-mrope

wentao-fix-v2-test_spec_decode_acceptance_length

wentao-fused-padding-to-kernel

wentao-model-runner-v2-support-stock-torch-compile

wentao-mrv2-enable-all-moe

wentao-optimize-async-scheduling-copy

wentao-optimize-dcp-and-add-comm-func

wentao-optimize-model-runner-v2-prepare_inputs

wentao-optimize-model-runner-v2-sampler

wentao-optimize-per-token-group-quant

wentao-optimize-pooling-by-ragged-tensor

wentao-optimize-pooling-forward

wentao-optimize-workspace-reuse

wentao-prefer-sysmem-comm

wentao-remove-dead-code

wentao-remove-multiple-dead-codes

wentao-skip-work-when-empty

wentao-support-rms-norm-uncontiguous

wentao-update-batch-invariant-docstring

wentao-update-torch-to-2.9.1

wentao-wq_b-to-cudagraph

whisper-translate

wide_ep_working_branch

wide_ep_working_branch_2

woosuk-jf

woosuk/ds-exp-2

woosuk/ds-exp-ag

woosuk/dsv4-sp

woosuk/fast-topk

woosuk/glm5-gemm

woosuk/glm5-megamoe

woosuk/gumbel-fp32-rand64

woosuk/mrv2-cudagraph-attn-fix

woosuk/mrv2-draft-gumbel-decouple

woosuk/mrv2-expert-indices

woosuk/router-nixl

woosuk/test-router

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worktree-agent-ae80686f16ccbc350

worktree-coverage-test-mapping

worktree-fix-ci-export-subshell

worktree-fix-cudagraph-flaky

worktree-migrate-gpu1-to-h200-18gb-mig

wye-refactor-w8a8-quant

zen5-image-build

zhuohan/extensible-kv-cache-memory

zhuohan/moe-kernel-experiment

zhuohan/redundant-pooling-check

zhuohan/remove-redundant-argument

zhuohan/remove-unnecessary-instance_id-setup

zhuohan/remove-virtual-engine

zhuohan/revert-26709

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51adca74e6 [kv_offload+HMA][9/N]: Support lookup with multiple KV groups (#39401) Or OzeriandGitHub 2026-04-24 15:32:29 +03:00
e8eb0490ce [Bugfix][MoE] Unpad routed output before shared expert add [Fixes #35949] (#40794) Netanel HaberandGitHub 2026-04-24 14:53:23 +03:00
e8ee2a78db [Attention] use diff kv backend for mimo v2 flash (#40045) Jiangyun ZhuandGitHub 2026-04-24 19:25:55 +08:00
2ec18f5df4 [Bugfix][Parser] Fix Mistral tool parser for HF tokenizers (#39294)
Thomas GitHub thomasmaindron Claude Opus 4.6 Chauncey
2026-04-24 13:01:56 +02:00
6dec49f27e [Build] Bump CUDA to 13.0.2 to match PyTorch 2.11.0 (#40669) Dmitry TokarevandGitHub 2026-04-24 06:27:11 -04:00
b5587e1013 [CI/Build] Add e2e test for ViT CUDA graph (#40780) Shanshan ShenandGitHub 2026-04-24 18:12:14 +08:00
9ad5abe772 Fix Nano Nemotron VL static image inputs (#40724) milesialandGitHub 2026-04-24 02:18:55 -07:00
7d3195ea9f [Bugfix] Fix IMA in DSA + MTP (#40772) Woosuk KwonandGitHub 2026-04-24 01:40:20 -07:00
512f522192 [Model] Gemma4: add bidirectional vision attention for sliding layers with window guard (#40534)
Luciano Martins GitHub Luciano Martins Isotr0py Isotr0py
2026-04-24 01:27:46 -07:00
4c34b2f6fc [XPU] Enable torch.compile for XPU GDN attention (#39466)
Yuwen Zhou GitHub Kunshang Ji
2026-04-24 16:26:16 +08:00
cf8a613a87 Support only half types for concat_mla_q kernel (#37892) Xin YangandGitHub 2026-04-23 23:51:05 -07:00
01acf96c6f [XPU][CI] Fix Docker cleanup races on Intel CI runners (#40761) xiangdongandGitHub 2026-04-24 14:08:45 +08:00
079a4cf399 [MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Jackmin801 GitHub Claude
2026-04-23 23:05:49 -07:00
9744b699ba [Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
wang.yuqi GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
2026-04-24 13:37:50 +08:00
c662b4359e [Bugfix] Avoid mutating chat_template_kwargs in HYV3ReasoningParser initialization (#40713)
Bugen Zhao GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-24 13:08:58 +08:00
100c7b65e7 [Platform] Fix RISC-V platform detection (lscpu parsing + non-NUMA meminfo) (#40427) lyd1992andGitHub 2026-04-24 12:33:05 +08:00
56bdf85e10 [Feature] Avoid eager import of the "mistral_common" package. (#40043) Neil SchemenauerandGitHub 2026-04-23 19:49:16 -07:00
eba73068ea [Doc] fix capitalization consistency in README (vLLM, Hugging Face) (#40729) Vinayak KumarandGitHub 2026-04-24 07:53:54 +05:30
e9f331d72e [MRV2] Ensure warmup covers prefill path (#40746) Nick HillandGitHub 2026-04-23 18:33:26 -07:00
c9bf77df92 [BUG]: fix HF tokenizer concurrent borrow in tool parsers (#40059)
yzong-rh GitHub timon0305 sfeng33
2026-04-23 21:20:30 -04:00
3041344287 [Misc] Added curl retries in install_python_libraries.sh (#36700)
Dmitry Tokarev GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-23 21:19:30 -04:00
92762edc53 [Bugfix] Treat <tool_call> as implicit reasoning end in Qwen3 parser (#35687) Doug CamposandGitHub 2026-04-23 21:10:04 -04:00
626daa2076 [Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
Benjamin Chislett GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-23 20:48:08 -04:00
fe85a92e86 [Core] Avoid seq_lens_cpu GPU->CPU sync (#40654) Nick HillandGitHub 2026-04-23 17:35:55 -07:00
62b1bbe470 [EPLB] Remove asyncio infrastructure from Async EPLB (#40730) Sage MooreandGitHub 2026-04-23 17:21:15 -07:00
fa4b70555b [ROCm] Cast score correction bias tensor during model construction for DeepSeek/Kimi-K2 (#39999) Hemanth AcharyaandGitHub 2026-04-24 05:32:12 +05:30
447c372ac5 [MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Jackmin801 GitHub Robert Shaw
2026-04-23 17:00:53 -07:00
ff2c2bd80a [Docs]Add documentation for bench serve visualization arguments (#40539)
Sophie du Couédic GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-24 00:48:29 +02:00
cde8d24710 [Spec Decode] Move SpecDecodeBaseProposer out of eagle.py (#40732) Matthew BonanniandGitHub 2026-04-23 18:28:27 -04:00
4a6dd1c3cc [Bugfix] Fix DeepSeek V2-Lite Accuracy drop (#40673) bnellnmandGitHub 2026-04-23 18:11:37 -04:00
7ff65b1900 [Bugfix] Fix workspace resize leaking reserved GPU memory (#39226)
czhu-cohere GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-23 13:50:05 -07:00
8c44bbfb7f Merge branch 'main' into wentao-optimize-pooling-by-ragged-tensor wentao-optimize-pooling-by-ragged-tensor Wentao YeandGitHub 2026-04-23 16:14:23 -04:00
7f95a66cbf [NVIDIA] Add sm_110 (Jetson Thor) to CUDA 13.0 build targets (#39233) JohnnyandGitHub 2026-04-23 21:42:14 +02:00
1b1c01de39 [MoE] Move xpu moe to fused_moe/experts/ (#40568)
Jackmin801 GitHub Claude Kunshang Ji
2026-04-23 10:38:10 -07:00
e9ba519f45 [DP][Ray] Pin DP control bundle to same node as first GPU bundle (#39167)
shaharmor98 GitHub Robert Shawmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-23 20:21:13 +03:00
5ef33ab250 [kv_offload+HMA][10/N]: Support load with multiple KV groups (#39402) Or OzeriandGitHub 2026-04-23 20:00:45 +03:00
1c2c1eb8b9 [MoE Refactor] Rename FusedMoE.make_expert_params_mapping to fused_moe_make_expert_params_mapping (#40671) bnellnmandGitHub 2026-04-23 11:22:34 -04:00
8824f50f1f [CI] Split disaggregated tests into own test-area (#40623) Nicolò LucchesiandGitHub 2026-04-23 17:20:12 +02:00
0098db9ec1 [ROCm] Implement GPU-to-NUMA-node detection (#40015)
pschlan-amd GitHub TJian
2026-04-23 17:08:48 +02:00
53ecc807c0 [XPU] Upgrade torch 2.11 for xpu (#37947) Kunshang JiandGitHub 2026-04-23 23:07:35 +08:00
b7a2605020 [Bugfix] Make Attention Backend Auto-Selection Batch-Invariance-Aware (#40193)
Srreyansh Sethi GitHub Matthew Bonannimergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-23 07:57:03 -07:00
d0009ddb0b [Model] Support Hy3 preview (#40681)
stevenkuang GitHub Jee Jee Li
2026-04-23 22:08:26 +08:00
424033f4fc [Bugfix] Include inductor and functorch configs in compilation cache key (#40627) Richard ZouandGitHub 2026-04-23 09:52:59 -04:00
da1e7311ca [Misc] use model arch converter for bidi models identification (#40701) Isotr0pyandGitHub 2026-04-23 21:42:52 +08:00
01cb41dcf5 [XPU][CI]Temporary disable 3 cases on Intel GPU in CI (#40683) xiangdongandGitHub 2026-04-23 21:42:22 +08:00
2f314bc5e6 [CPU] Added faster exp routine for lower precision data types. (#38112)
almayne GitHub Fadi ArafehLi, Jiang <jiang1.li@intel.com>
2026-04-23 14:14:44 +01:00
2196bac135 [Compilation] Refactor SiluMul activation+quant Fusion Pass (#39684) BadrBasowidandGitHub 2026-04-23 21:10:36 +08:00
4b7869d6bc [ROCm] Add gfx1102/gfx1103 support (#40037) Matthias GehreandGitHub 2026-04-23 10:32:04 +02:00
4a79262e0f [UT][Hardware] let torchrun example tests use the default backend (#39879) liuzhenweiandGitHub 2026-04-23 16:22:28 +08:00
3ed5231c6a [Build] Switch default CUDA to 13.0, update CUDA architecture lists, clean up stale build-args (#39878)
Shengqi Chen GitHub Claude Opus 4.6
2026-04-23 15:51:28 +08:00
9c2492e501 [Misc] Support Human-readable (k/K/m/M..) json cli arg (#40473) Nicolò LucchesiandGitHub 2026-04-23 09:42:23 +02:00
fe57be7809 [MM][CG] Support --enable-vit-cuda-graph option for VLM examples (#40580) Shanshan ShenandGitHub 2026-04-23 13:46:14 +08:00
8317cedc77 [Responses] Add tool_choice/tools validation to match OpenAI behavior (#40399)
Flora Feng GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-23 01:46:10 -04:00
98a242ff61 [compile] Skip FX graph deserialiaztion on loading, further reducing warm compile time. (#40151) Zhengxu ChenandGitHub 2026-04-23 01:43:18 -04:00
e4ee48da2d [MoE refactor] refactor GPTQMarlinMoEMethod with MK (#37990)
Kunshang Ji GitHub Robert Shaw Robert Shaw
2026-04-23 13:21:47 +08:00
342c58bc54 [BugFix]fix Qwen3 MoE call gate twice (#40664) Kunshang JiandGitHub 2026-04-23 13:04:41 +08:00
fe9c3d6c5f [TurboQuant] enable FA3/FA4 for prefill paths (#40092)
Julian Huang GitHub 墨楼 Claude Opus 4.6 Codex
2026-04-23 12:35:24 +08:00
ccaf5ffaa3 [XPU] disable fusion pattern support on XPU platform (#39789)
Chaojun Zhang GitHub Kunshang Ji
2026-04-23 10:07:45 +08:00
0283f303d8 [BE] Fix compile time message to be consistent (use monitoring) (#40641) Lucas KabelaandGitHub 2026-04-22 17:12:08 -07:00
ac58e2a170 [Fix][MoRI] Align MoRI-IO message format with P2pNcclConnector and vllm-router (#39565)
Simon Danielsson GitHub Matvei Pashkovskii
2026-04-23 01:06:31 +02:00
b8401a9bf4 [Bugfix] Fix RMS norm + quant fusion on DeepGEMM UE8M0 path for B200 (#40552) Lucas KabelaandGitHub 2026-04-22 15:04:42 -07:00
9c271f9403 [gRPC] Add standard gRPC health checking (grpc.health.v1) for Kubernetes native probes (#38016) Honglin CaoandGitHub 2026-04-22 17:31:00 -04:00
22fa63cfe8 [Bugfix][Torch 2.12] Fix batch_invariant test with allow_override for torch 2.12 upgrade (#40562)
Lucas Kabela GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 13:48:55 -07:00
8f87eb4622 [Refactor] Clean up log once scope="local" (#40540)
Wentao Ye GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-22 16:42:43 -04:00
cfa49213d7 [Bugfix][Parser] Fix Mistral pre-v11 tool parser failing on trailing model output (#40531)
Doug Smith GitHub Claude Opus 4.6 Flora Feng
2026-04-22 16:35:00 -04:00
29f64c5f5e FlexAttention non-causal support (#40394)
Fynn Schmitt-Ulms GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 16:22:57 -04:00
eb6661d522 Fix test_startup.py for torch 2.12 (#40636) Angela YiandGitHub 2026-04-22 12:31:41 -07:00
cb68c1a314 Fix ci wentao-fix-ci-destroy yewentao256 2026-04-22 18:26:48 +00:00
d622e27d2b [NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize TritonExperts usage for OCP MX emulation (#35737)
fxmarty-amd GitHub Kyle Sayers
2026-04-22 17:58:54 +02:00
5f76b3fb30 [MoE] Convert CT W8A8 To Oracle Structure (#39187)
Robert Shaw GitHub Claude
2026-04-22 10:53:30 -04:00
809d83c2dc [MoE Refactor] Combine MoERunnerBase + DefaultMoERunner (#40560) bnellnmandGitHub 2026-04-22 10:43:17 -04:00
33ef1941e2 [Bugfix][CI] Fix v1/kv_connector/unit/test_nixl_connector_hma.py::test_fewer_blocks_with_hma (#40597) Nicolò LucchesiandGitHub 2026-04-22 15:21:02 +02:00
a4905133f3 [xpu][rocm] Update current_platform.supports_fp8() for TritonExperts (#40132) Hank_andGitHub 2026-04-22 19:39:40 +08:00
ecbe42e991 [Doc] Clarify supported keys for --speculative-config (#40455)
xiao GitHub Wangxiaoxiaoa
2026-04-22 19:36:17 +08:00
a250f1bd5f [Bugfix] LoRA for DeepSeek V3.2 (#35077)
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jee Jee Li
2026-04-22 14:33:50 +03:00
04eac6ba24 [Bugfix][CPU][RISC-V] Clamp exp() input to prevent NaN (#40428) lyd1992andGitHub 2026-04-22 17:38:18 +08:00
9047288b68 support hotwords for FunASR model (#39674)
AllenDou GitHub zixiao
2026-04-22 17:25:06 +08:00
5a532c7e0b Revert "[Misc] Move pyav and soundfile to common requirements" (#40276) v0.20.0rc1 Isotr0pyandkhluu 2026-04-22 00:08:06 +08:00
2f3555bf53 [Deprecation] Deprecate cprofile and cprofile_context (#39100) Wentao Yeandkhluu 2026-04-20 23:25:22 -04:00
4699f1bf8b fix: clamp NaN/Inf in topk_softmax to prevent duplicate expert IDs (#39391) Jhao-Ting Chenandkhluu 2026-04-21 04:04:41 -07:00
681a6371cc [Bugfix][CI] Fix tests/distributed/test_torchrun_example_moe.py (#40349) Nicolò Lucchesiandkhluu 2026-04-20 20:05:44 +02:00
e86d349053 [ROCm] [Wheel] [Bugfix] [Critical] Remove any packages installed from github from rocm.txt e.g fastsafetensors as it is incompatible with uv pip (#40461) TJianandkhluu 2026-04-22 09:18:07 +09:00
ed6d30377d upgrade tpu-inference to v0.18.0 (#40395) Johnny YangandGitHub 2026-04-22 01:33:45 -07:00
6aa057c9d7 [Multimodal] Support custom video metadata for pre-extracted frame sequences (#40133)
storyicon GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 15:50:04 +08:00
a2bd09c960 [Bugfix] [Reasoning] Add reasoning_start_str/reasoning_end_str properties to reasoning parsers (#40566) ChaunceyandGitHub 2026-04-22 15:27:44 +08:00
123674879e [Model] Add block-local attention and YaRN for local layers to Gemma3 (#39823) philip-essentialandGitHub 2026-04-21 23:34:50 -07:00
4254aeb56f [fix] flaky test_mla_attn_quant_fusion.py (#40530) Carl YandGitHub 2026-04-21 23:29:58 -07:00
aad88f8486 [kv_offload+HMA][8/N]: Support multi-group worker transfer (#38453)
Or Ozeri GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 08:44:00 +03:00
0210024ae7 [Bugfix] Pass effective chat template kwargs to reasoning parsers (#40460) Bugen ZhaoandGitHub 2026-04-22 13:17:51 +08:00
4eafc72928 [Audio] Bundle get_generation_prompt() params into SpeechToTextParams (#36268)
Ekagra Ranjan GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
2026-04-22 00:24:18 -04:00
6d09769700 [ROCm] Support non-causal attention in ROCM_ATTN (#40176) Micah WilliamsonandGitHub 2026-04-21 22:57:12 -05:00
4506319a28 [compile] mla + group fp8 fusion (#38877)
Carl Y GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 20:16:58 -07:00
9b60e2ffaa [Bugfix] Fix quantized model initialization failure with prefetch offloading (#40432)
Rishapveer Singh GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 05:15:58 +02:00
3951d3eacd [MyPy] Enable mypy for vllm/model_executor/layers/ (#40159) Martin HickeyandGitHub 2026-04-22 04:15:02 +01:00
6f2c71be8f [Multimodal] Add PyAV video backend for concurrent video decoding (#39986)
Jaseel Muhammad GitHub Isotr0py Isotr0py
2026-04-22 07:14:57 +04:00
2463f00fb6 [AMD][CI][BugFix] Override normalize_e4m3fn_to_e4m3fnuz for fnuz machines in test_moe_layer_no_parallel (#40550) rasmithandGitHub 2026-04-21 21:21:02 -05:00
f946659fff [Bugfix] Fix W4A8_FP8 MoE tp>1 correctness and view() TypeError (#40310)
EdalatiAli GitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 21:58:33 -04:00
f90aa44662 [NIXL][XPU]Fix nixl import on XPU (#40430) Soila KavulyaandGitHub 2026-04-21 18:26:33 -07:00
cefa5281a7 [ROCm][P/D][MORI][BugFix] Ensure correct api is used when making requests to prefill / decode nodes (#39835) rasmithandGitHub 2026-04-21 19:48:25 -05:00
46794958f0 test: add nan/inf clamp regression test for fused_topk_bias (#40553) Jhao-Ting ChenandGitHub 2026-04-21 17:46:53 -07:00

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