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• 256dbcaabf [Feature] Support custom callable proposer backend for speculative decoding (#39487) CynicDoraandGitHub 2026-05-14 00:53:01 +08:00
• e35c0d4c63 [Feature] Support compile mode for batch invariance on SM80 (#42456) Wentao YeandGitHub 2026-05-13 11:02:39 -04:00
• 11f6b545d4 [kv_offload] Add multi-tier KV cache offloading framework (#40020) Ronen SchafferandGitHub 2026-05-13 17:21:43 +03:00
• a8887c208f [Bugfix] [ROCm] [DSV4] [Perf] Add aiter mhc support (#41946) 3 people 2026-05-13 21:43:15 +08:00
• 0ddaf6dffa [XPU] [CT] Enable CT W4A4MxFp4 path and add xpu kernel (#38896) 3 people 2026-05-13 21:43:00 +08:00
• 67671692ac [CI] Re-enable Nemotron Parse parity test and switch testing to nemotron-parse v1.2 (#42498) Marek WawrzosandGitHub 2026-05-13 15:05:27 +02:00
• 42b812edf5 FIX upgrade-cutedsl Jee Jee Li 2026-05-13 12:48:02 +00:00
• 0a62f5eec9 [AMD] skip machete tests for rocm (#42326) hissu-hyvarinenandGitHub 2026-05-13 15:11:03 +03:00
• 3b1ef03be4 [Bugfix][Quark] Fix W8A8 INT8 garbage outputs on Step-3.5-Flash (and other 3-key fused-MoE Quark exports) (#41892) PikaPikachuandGitHub 2026-05-13 19:59:49 +08:00
• 3c413a5481 Triton attention: add USE_TD constexpr for tensor descriptor Q/K/V load/store (#40327) 3 people 2026-05-13 13:57:41 +02:00
• 79fd1bc7ed [kv_offload] Add req_id to ReqContext for per-request tracking (#42507) Ronen SchafferandGitHub 2026-05-13 14:11:10 +03:00
• cee6751e54 [Bugfix][Qwen3-VL] Fix pipeline-parallel deepstack initialization (#42394) SILONG ZENGandGitHub 2026-05-13 18:58:42 +08:00
• 16863072ca [Bugfix] Fix scipy audio resampling ratio (#42233) 3 people 2026-05-13 19:52:41 +09:00
• d628a3c5cb [ROCm][CI] Skip ROCm batch invalid-input test pending torch fix (#41572) Andreas KaratzasandGitHub 2026-05-13 05:50:47 -05:00
• 74dffae666 [ROCm] Run AITER RMSNorm pad fusion before AR RMS fusion (#42411) akii96andGitHub 2026-05-13 13:35:12 +03:00
• 35c0231e94 [CI] Migrate 5 verified jobs to h200_18gb MIG + add MIG detection khluuandClaude Opus 4.6 2026-05-13 02:36:30 -07:00
• a8b0f65f44 Remove broken allocator pre-warming (initializes CUDA before fork) fix-mig-nvml-workaround khluuandClaude Opus 4.6 2026-05-13 02:26:43 -07:00
• 97c4317bf5 [Bugfix][Frontend] Default max_tokens server-side on /inference/v1/generate (#42329) 3 people 2026-05-13 11:16:46 +02:00
• 342cec8812 [CI] Use uv with Python 3.12 for PyPI wheel upload (#42470) Kevin H. Luu 2026-05-13 02:12:06 -07:00
• f6e868fbdf [CI] Use uv with Python 3.12 for PyPI wheel upload (#42470) 3 people 2026-05-13 02:12:06 -07:00
• 13bf242100 [Feat][KVConnector] Add bind_gpu_block_pool() to KVConnectorBase_V1 (#39654) 3 people 2026-05-13 02:10:29 -07:00
• 135453b715 [Bugfix] Install nvidia-cutlass-dsl[cu13] extra on CUDA 13 platforms (#42438) v0.21.0rc2 Jiangyun Zhuandkhluu 2026-05-13 16:57:21 +08:00
• a707288c1e Patch SlidingWindowSpec.real_page_size_bytes for nvfp4 kv (#42464) sychen52andkhluu 2026-05-13 01:46:30 -07:00
• 638f8fa979 [PD] Bump NIXL connector dependency to 1.x (#42364) Alecandkhluu 2026-05-12 18:05:01 -07:00
• cbaa80fede [KV Transfer] Add MooncakeStoreConnector for KV cache offloading via Mooncake distributed store (#40900) Chao Leiandkhluu 2026-05-13 07:09:10 +08:00
• 84a1066ccc [CI] Inline build artifact annotations in release pipeline (#42357) Kevin H. Luu 2026-05-12 15:57:43 -07:00
• 140dc2ec30 [Bugfix] Install nvidia-cutlass-dsl[cu13] extra on CUDA 13 platforms (#42438) Jiangyun ZhuandGitHub 2026-05-13 16:57:21 +08:00
• 9ce74042d3 [Bugfix][SimpleCPUOffloadBackend] Dedup in-flight CPU offload stores across scheduler steps (#41289) 3 people 2026-05-13 01:53:32 -07:00
• a8c13d2837 Patch SlidingWindowSpec.real_page_size_bytes for nvfp4 kv (#42464) sychen52andGitHub 2026-05-13 01:46:30 -07:00
• 446bbb6ad3 Move Jee Jee Li 2026-05-13 08:27:59 +00:00
• 2e6f2b451e Done Jee Jee Li 2026-05-13 08:15:45 +00:00
• 92def124bc [MM][Perf][CG] Support ViT full CUDA graph for Qwen3.5 (#42151) Shanshan ShenandGitHub 2026-05-13 16:00:32 +08:00
• 85b2fecab7 [5/n] Migrate CUTLASS MLA, hadamard, awq, allspark and DSV3 fused a gemm to torch stable ABI (continued) (#42339) 3 people 2026-05-13 03:24:39 -04:00
• 503697c9ce [chore] Refactor pooling metadata token ID accessors (#42368) 4 people 2026-05-13 02:08:01 -04:00
• 71bcd02ef3 [Bugfix][PD] Fix multi-node TP (TP>8) (#39907) Nicolò LucchesiandGitHub 2026-05-13 07:20:57 +02:00
• dcacdf9a88 [Attention] Sync FA with upstream (#41052) Matthew BonanniandGitHub 2026-05-12 23:34:18 -04:00
• 18f6bf5a21 [MoE Refactor] Add sequence parallel tests to test_moe_layer.py (#41299) bnellnmandGitHub 2026-05-12 21:52:19 -04:00
• 8a93cda9a9 [CI] Migrate all remaining gpu_1_queue jobs to h200_18gb MIG khluuandClaude Opus 4.6 2026-05-12 11:58:58 -07:00
• 07534b8782 [PD] Bump NIXL connector dependency to 1.x (#42364) AlecandGitHub 2026-05-12 18:05:01 -07:00
• 3d635c58c0 [Perf] Optimize MLA compute_prefill_context memory allocation (#42460) Wentao YeandGitHub 2026-05-12 19:23:46 -04:00
• ebeb09d822 [KV Transfer] Add MooncakeStoreConnector for KV cache offloading via Mooncake distributed store (#40900) +414 people 2026-05-13 07:09:10 +08:00
• 184577ae46 [Build] DeepGEMM: trim comments, add integration notes + TODOs (#42429) Michael GoinandGitHub 2026-05-12 18:57:58 -04:00
• 8c4fc4202a [CI] Inline build artifact annotations in release pipeline (#42357) Kevin H. LuuandGitHub 2026-05-12 15:57:43 -07:00
• 0ab46391b7 [Core] Add MIG detection and workaround for PyTorch NVML assertion khluuandClaude Opus 4.6 2026-05-12 15:57:19 -07:00
• d801ae8c26 [Build] Build bundled DeepGEMM _C per-Python so the wheel imports on every CPython (#41516) v0.21.0rc1 Michael Goinandkhluu 2026-05-12 10:27:29 -04:00
• 65df49eba3 [Perf] Use 2D-grid to eliminate divmod in W8W8 group quant (#42153) Jiahan Chang (Cyrus)andkhluu 2026-05-12 22:01:30 +08:00
• 2a2ac21d3d [CI] Move DockerHub and PyPI publish steps to end of release pipeline (#42355) Kevin H. Luu 2026-05-12 02:17:42 -07:00
• c6fc95806b [Bugfix] Fix DSV4 swiglu_limit on marlin backend (#42287) Jee Jee Liandkhluu 2026-05-12 04:03:56 +08:00
• fe8b42e80c [CI] Fix test_async_scheduling.py flakiness (#42455) Nick HillandGitHub 2026-05-12 14:38:32 -07:00
• fe5b4e0fe7 [Model Runner V2] Apply synthetic mode to probabilistic rejection sampler (#41035) Giancarlo DelfinandGitHub 2026-05-12 15:37:03 -05:00
• 0ce6613b9c platforms: add uses_cpu_device() hook to Platform for DeviceConfig (#42313) 4 people 2026-05-12 21:39:17 +02:00
• ee83fe043f [CI] Migrate all remaining gpu_1_queue jobs to h200_18gb MIG migrate-gpu1-to-h200-18gb-remaining khluuandClaude Opus 4.6 2026-05-12 11:58:58 -07:00
• 379f0ec369 [CI] Migrate 6 verified jobs from gpu_1_queue to h200_18gb MIG (#42446) 3 people 2026-05-12 11:52:01 -07:00
• 67c89fe40a [Model][Bugfix] Fix Step3-VL image_embeds input path (#42333) KaivalyaMDabhadkarandGitHub 2026-05-13 00:17:55 +05:30
• d9b4990783 [MoE Refactor] EPLB refactoring for FusedMoE (#41055) 3 people 2026-05-12 14:16:31 -04:00
• 4d591db470 [MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735) 4 people 2026-05-12 13:37:44 -04:00
• 6ff7405b81 [Bugfix] [Frontend] Responses API, fix merging of messages (#42189) yzong-rhandGitHub 2026-05-12 12:09:59 -04:00
• bcb9c133ba feat(kv-events): emit KV cache metadata (#40984) Yan Ru PeiandGitHub 2026-05-12 08:58:48 -07:00
• c8a6e272e0 [CPU] Fix rotary embedding for CPU without flash-attn ops (#42225) 3 people 2026-05-12 18:05:35 +03:00
• a1b2d87498 [Refactor] Clean up pooling models build_tok_params logic (#42341) Wentao YeandGitHub 2026-05-12 11:05:05 -04:00
• 418ba8ef14 [kv_offload][BugFix] Fix store deferral (#41945) Martin HickeyandGitHub 2026-05-12 16:04:44 +01:00
• 5a6a9fc6f6 [docs] Added one new contact to the Vulnerability Management team (#42145) 3 people 2026-05-12 16:59:59 +02:00
• 289cee0473 [vLLM IR] Minor improvements (#39362) (#39558) 3 people 2026-05-12 20:28:36 +05:30
• 6ccb10d794 Added peagle speculators support (#41826) shanjiazandGitHub 2026-05-12 10:55:57 -04:00
• 7a9cc5e7f0 [Model] Support MiniCPM-V 4.6 (#41254) 3 people 2026-05-12 22:28:10 +08:00
• d077622d60 [Build] Build bundled DeepGEMM _C per-Python so the wheel imports on every CPython (#41516) 3 people 2026-05-12 10:27:29 -04:00
• dd6b3a5ef5 [Perf] Use 2D-grid to eliminate divmod in W8W8 group quant (#42153) 3 people 2026-05-12 22:01:30 +08:00
• 593d5a4033 [Bugfix] Fix mismatched kernel-per-logical blocks in NIXL HMA transfer (#42097) as-of-2026-05-12 3 people 2026-05-12 09:53:30 -04:00
• 6427603ae8 [MoE Refactor] Move remaining experts classes to experts directory (#42334) bnellnmandGitHub 2026-05-12 09:19:46 -04:00
• 206eaed08d [MoE Refactor] Move expert map related code into ExpertMapManager class (#41046) 4 people 2026-05-12 09:18:27 -04:00
• 8f89381fc6 [Hybrid] Warmup Mamba2 SSD kernel (#39822) 3 people 2026-05-12 14:46:22 +02:00
• a7b801e26d [MXFP4] Support for linear layers + compressed-tensors integration (#41664) Dipika SikkaandGitHub 2026-05-12 07:49:33 -04:00
• 4df1be9547 [XPU] bump up vllm-xpu-kernels to v0.1.8 (#42410) Kunshang JiandGitHub 2026-05-12 19:47:37 +08:00
• bc03f280c8 [XPU] keep generator state of sycl kernel align with pytorch (#41771) 4 people 2026-05-12 19:44:47 +08:00
• 997132911e [Doc] Fix typo in llm-d documentation link (#42397) 3 people 2026-05-12 13:26:46 +02:00
• fc8bf6eedb [CI] De-flake Language Models Test (Extended Generation) test_models(False-False-5-32-bigcode/starcoder2-3b) (#42392) haosdentandGitHub 2026-05-12 18:46:48 +08:00
• 07a40ede19 [UT][XPU] fix test_parallel_sampling due to global random state (#42388) liuzhenweiandGitHub 2026-05-12 18:03:23 +08:00
• e1c8776e90 [CI] Move DockerHub and PyPI publish steps to end of release pipeline (#42355) Kevin H. LuuandGitHub 2026-05-12 02:17:42 -07:00
• d841c47290 [CI] Migrate all gpu_1_queue jobs to h200_18gb MIG worktree-migrate-gpu1-to-h200-18gb-mig khluuandClaude Opus 4.6 2026-05-12 02:14:24 -07:00
• 1ff9d33535 [CI] Migrate remaining B200 jobs to b200-k8s with test fixes (#42387) Kevin H. LuuandGitHub 2026-05-12 02:00:37 -07:00
• 7f65f84428 [Bugfix] Fix empty channel/recipient in harmony for /v1/responses (#35540) 3 people 2026-05-12 04:45:51 -04:00
• ef34592a1a [Bugfix] Fix double reduce in flashinfer_nvlink_two_sided and flashinfer_nvlink_one_sided backends (#41382) amitz-nvandGitHub 2026-05-12 10:47:47 +03:00
• f69644caf8 [CI] Migrate more B200 jobs to b200-k8s queue (#42356) Kevin H. LuuandGitHub 2026-05-12 00:38:31 -07:00
• d37e25ffbe [Frontend] Consolidate Speech to Text entrypoints. (#42370) 3 people 2026-05-12 15:06:57 +08:00
• 8517cdaf90 [XPU] update dp rank w/o env-var isolation (#39856) 3 people 2026-05-12 14:49:54 +08:00
• 4e498b5e5c [Bugfix][Performance Improvement] Improve penalties triton kernel performance (#40657) Lucas KabelaandGitHub 2026-05-11 22:47:20 -07:00
• afcf797f6e [Attention][TokenSpeed MLA] Fix FLASHINFER MLA prefill test failures feat/tokenspeed_mla_upstream Roger WangandClaude 2026-05-12 02:37:40 +00:00
• 28ee78af54 Implement custom dataset class for ASR benchmarking (#41576) 3 people 2026-05-12 05:17:58 +01:00
• 630492da30 [Fix] Gemma4 Mixed-Resolution Image Co-Batching Crash (#42217) ZiTian ZhaoandGitHub 2026-05-12 11:13:03 +08:00
• 920bf3ec84 [Bugifx] [Qwen3CoderTool] Restore supports_required_and_named for required tool_choice (#42292) ChaunceyandGitHub 2026-05-12 10:09:56 +08:00
• 39dff5ff39 Add VLLM_USE_SPINLOOP_EXT to use more efficient busy polling (#36517) pschlan-amdandGitHub 2026-05-12 01:11:49 +02:00
• d7af6b34d8 [Model Runner V2] Bug fix: logprob dtype int64/int32 issue (#41761) 4 people 2026-05-11 17:55:43 -04:00
• bbee532988 [Perf][1/n] Eliminate various GPU<->CPU syncs (#41429) 3 people 2026-05-11 13:36:03 -07:00
• 53181384e0 [Bugfix] Fix DSV4 swiglu_limit on marlin backend (#42287) 3 people 2026-05-12 04:03:56 +08:00
• a0dc7a0f36 [CI] Consolidate Speech to Text tests (#42274) wang.yuqiandGitHub 2026-05-12 03:50:17 +08:00
• 56e5810ff1 [BugFix] Prevent orphaned process on NCCL destroy (#39846) 3 people 2026-05-11 12:25:26 -07:00
• b4dbbc7102 Fix dtype mismatch in topk_softplus_sqrt for DeepEP backends fix/topk-hash-indices-dtype Tyler Michael SmithandClaude Opus 4.6 2026-05-11 15:24:14 -04:00
• 639cbfd274 [CI] Add tests/parser to CI coverage (#41877) Flora FengandGitHub 2026-05-11 15:08:54 -04:00
• a721315488 [ROCm][Perf] Fix RMSNorm+Quant fusion for gfx950 (non-fnuz) (#41825) 8 people 2026-05-11 21:00:51 +02:00
• 6fdb49392e [Bugfix] Fix int32 overflow in DeepGEMM SiLU/mul FP8 Triton kernel (#42201) 3 people 2026-05-12 01:52:31 +07:00