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• 2e693f48e7 [Perf] Add TRTLLM FP8 MoE Modular Kernel (#36307) 3 people 2026-03-12 10:32:31 -04:00
• 7f1f36bf91 [CI] Fix mypy for vllm/reasoning (#35742) 3 people 2026-03-12 12:21:33 +00:00
• 5282c7d4d0 [docs] Add lightweight AI assisted contribution policy (#30947) Mark McLoughlinandGitHub 2026-03-12 11:46:13 +00:00
• 9e19f8338b [Perf] add packed recurrent fast path for decode (#36596) 3 people 2026-03-12 19:01:57 +08:00
• 06e0bc21d2 [Frontend] Split OpenAIServingModels into OpenAIModelRegistry + OpenAIServingModels (#36536) SageandGitHub 2026-03-12 12:29:37 +02:00
• 5a71cdd76e [Bugfix] Fix crash when tool_choice=required exceeds max_tokens (#36841) ChaunceyandGitHub 2026-03-12 18:28:45 +08:00
• f0d3658c0f [MM][OOT] Support CPU seq_lens for OOT MMEncoderAttention kernels (#36605) 3 people 2026-03-12 18:28:23 +08:00
• 57431d8231 [UX] Only show FP4 Marlin fallback warning for w4a4 models (#36806) 3 people 2026-03-12 10:19:35 +01:00
• 423ff4ebaa Merge branch 'main' into zhuohan/remove-unnecessary-instance_id-setup zhuohan/remove-unnecessary-instance_id-setup Cyrus LeungandGitHub 2026-03-12 15:52:39 +08:00
• 3e64fe4a18 [Bugfix] Warm up Triton autotuner for GDN layers during V1 profiling (#36599) Xu JinyangandGitHub 2026-03-12 15:51:09 +08:00
• 8cb24d3aed [KV Connector] Support using FlexKV as KV Cache Offloading option. (#34328) 3 people 2026-03-12 15:46:20 +08:00
• 00726c74c9 [Bugfix][Model] Fix DeepSeek-OCR TensorSchema crash on empty images_crop (#36670) István KetykóandGitHub 2026-03-12 08:35:54 +01:00
• 9fe404ed04 [Frontend] OpenAI Responses API supports Tool/Function calling with streaming (#29947) ChaunceyandGitHub 2026-03-12 15:03:50 +08:00
• 802f306cd1 [Tests] Skip model weight download for render-only test server (#36813) SageandGitHub 2026-03-12 08:24:42 +02:00
• 894843eb25 replace with torch.cuda.device with with torch.accelerator.device_index (#36144) Yan MaandGitHub 2026-03-12 14:12:57 +08:00
• 584a3f56de [Kernel][Helion][13/N] Force static_shapes=False in helion register (#36677) 3 people 2026-03-11 22:35:29 -07:00
• 36735fd772 [BugFix] Fix multiple/duplicate stdout prefixes (#36822) Nick HillandGitHub 2026-03-11 21:23:21 -07:00
• 6ecabe4936 [CI Failure] Fix Language Models Test (Extended Pooling) daily CI Failure (#36761) wang.yuqiandGitHub 2026-03-12 12:22:05 +08:00
• 2f8b4ce0c0 [Model Runner V2] Do not initialize sampler for non-last PP ranks (#36824) Woosuk KwonandGitHub 2026-03-11 20:55:28 -07:00
• 2ef69456f5 [LMCache] Fault Tolerance Mechanism (#36586) Yuwei AnandGitHub 2026-03-11 20:54:39 -07:00
• 17852aa503 more models for vLLM Benchmark Suite (#35086) Louie TsaiandGitHub 2026-03-11 20:36:51 -07:00
• 8647c6cf51 [Bugfix] Fix minimax_m2 tool parser when stream interval > 1 (#35895) Flora FengandGitHub 2026-03-11 22:25:14 -04:00
• 513949f95f [XPU][Doc] Remove manual OneAPI install step, now handled by torch-xpu (#36831) 3 people 2026-03-12 09:46:02 +08:00
• 262b76a09f [Frontend] Exclude anthropic billing header to avoid prefix cache miss (#36829) 3 people 2026-03-11 18:20:34 -07:00
• c34ba6b961 [Perf] Optimize compute maxsim using batched version, 3.2% E2E throughput improvement (#36710) Wentao YeandGitHub 2026-03-11 20:37:01 -04:00
• 24062b704f [ROCm][CI/Build] Add gfx1152/gfx1153 (Krackan) to HIP supported architectures (#36499) Matthias GehreandGitHub 2026-03-12 00:14:40 +01:00
• d6b61e5166 [BUG] Fix async rlhf tests (#35811) Aaron HaoandGitHub 2026-03-11 15:06:10 -07:00
• cf632499ee [Kernel] [Helion] [15/N] Split config files into per-platform files (#36698) 3 people 2026-03-11 14:25:29 -07:00
• a3774a8198 [Kernel] [Helion] [12/N] Use FakeTensorMode to avoid GPU allocation during config key computation (#36563) 3 people 2026-03-11 14:25:16 -07:00
• 0ce21c46a0 [Kernel] [Helion] [14/N] Set autotune_ignore_errors=True during autotuning (#36683) 3 people 2026-03-11 14:25:04 -07:00
• 55eed6b7a5 [Model Runner V2] Add WhisperModelState [6/N] (#35790) Woosuk KwonandGitHub 2026-03-11 14:20:38 -07:00
• c77181e534 [Model Runner V2] Add probabilistic rejection sampling for spec decoding (#35461) Giancarlo DelfinandGitHub 2026-03-11 14:04:32 -07:00
• 12001f2ebc [LMCache] Pass TP size in lookup for MLA multi-reader locking (#36129) 3 people 2026-03-12 04:45:20 +08:00
• 7ee5d5093b [BugFix][kv_offload] Fix offloading decodes with async scheduling (#33881) 3 people 2026-03-11 22:43:40 +02:00
• 428bc718bd [Bugfix][ROCm] Strip block_size before attention backend validation (#36274) 3 people 2026-03-11 13:37:31 -07:00
• ff1e3d9c63 [BugFix]: add bagel to MM_PREFIX_LM_MODELS (#36316) 汪志鹏andGitHub 2026-03-12 03:55:59 +08:00
• 7127e49d1c [Model Runner V2] Introduce num_tokens_for_attn woosuk/mrv2-cudagraph-attn-fix Woosuk Kwon 2026-03-11 19:47:58 +00:00
• 35bdca5431 [Refactor] Remove dead code in KV connector (#36424) Wentao YeandGitHub 2026-03-11 15:40:17 -04:00
• 8a24842765 [ROCm] add tuned moe_wna16_triton kernel configs for CDNA4 (#35093) Amanzhol SalykovandGitHub 2026-03-11 20:00:08 +01:00
• 65986db6ba Make Gemma and Gemma 2 accept inputs_embeds like Gemma 3 (#36787) Harry MellorandGitHub 2026-03-11 18:12:43 +00:00
• 9556af87d5 [torch.compile] Add support for non-contiguous fused RMSNorm + group quant (#36551) 4 people 2026-03-11 13:56:55 -04:00
• a1a3523a56 [KVConnector] Support worker -> scheduler metadata (#31964) 3 people 2026-03-11 19:36:37 +02:00
• 741f4e046b fix: align lfm2 thumbnail token counting with HF (#36707) tianshu-Michael-yuandGitHub 2026-03-11 10:28:38 -07:00
• a5d06dc557 Add 320 dimension size support to MLA (#36161) Julien DenizeandGitHub 2026-03-11 18:21:22 +01:00
• 5efa206a8c Fix ExaoneMoeMTP test that never ran in Transformers v4 (#36792) Harry MellorandGitHub 2026-03-11 17:10:23 +00:00
• 196802dfa6 [Misc] Clean up renderers (#36770) Cyrus LeungandGitHub 2026-03-12 00:39:29 +08:00
• c84b519cf3 [Bugfix] Fix negative max_tokens when input prompt is too long (#36789) Isotr0pyandGitHub 2026-03-12 00:30:51 +08:00
• 741ecf0630 [CI] Add bfcl tool call correctness eval (#36560) 3 people 2026-03-11 12:27:36 -04:00
• b7e5a588d8 [Bugfix] Fix DP/EP Shared Expert With Monolithic Kernels (#36061) 3 people 2026-03-11 12:07:14 -04:00
• 822e250ab7 [torch.compile] Use FakeTensors instead of real GPU tensors for single-size compilation (#36093) Richard ZouandGitHub 2026-03-11 12:07:09 -04:00
• bea02cdf93 Fix routed experts capture for hybrid models (Mamba + Attention) (#35744) 3 people 2026-03-11 23:53:10 +08:00
• a3ea760ea5 Add 'none' reasoning effort to ChatCompletionRequest (#36238) Julien DenizeandGitHub 2026-03-11 16:45:34 +01:00
• 35db669f1d Correct link to supported hardware on vllm.ai (#36798) Harry MellorandGitHub 2026-03-11 15:43:28 +00:00
• afebeffbfb Add support to Mistral large 3 eagle with dense layers (#36163) 3 people 2026-03-11 16:42:56 +01:00
• 5573894737 Kimi k2.5 MLA based eagle3 (#36361) 3 people 2026-03-11 08:36:11 -07:00
• d5816c8c2f Fix tied weights in weight mapping test for Transformers v5 (#36788) Harry MellorandGitHub 2026-03-11 15:10:26 +00:00
• 8ccbcda5c0 [Model Runner V2] Remove unused warmup_for_prefill method (#36762) Woosuk KwonandGitHub 2026-03-11 08:02:44 -07:00
• a9e532afe2 [ROCm][Perf] Allow MTP lens > 1 in Sparse MLA (#36681) tvirolai-amdandGitHub 2026-03-11 16:43:03 +02:00
• f3163bba67 Disable docs build skipping until a better solution is found (#36790) Harry MellorandGitHub 2026-03-11 13:53:23 +00:00
• 700a1ddc65 [Misc] Use envs module to get VLLM_DISABLED_KERNELS (#35776) Martin HickeyandGitHub 2026-03-11 13:37:46 +00:00
• f33251ffc8 [Bugfix] Fix Mistral-small --format (#36782) Silvia ColabreseandGitHub 2026-03-11 12:47:52 +01:00
• e584dce52b Add XPU MLA Sparse backend for DeepSeek v3.2 (#33230) Wuxun ZhangandGitHub 2026-03-11 19:19:15 +08:00
• 40c0461f24 [openapi] refactor render related openapi [3/N] (#36749) Ning XieandGitHub 2026-03-11 18:14:34 +08:00
• 724759684c [Bugfix] Fix Qwen3-VL timestamp mismatch when using num_frames without fps (#36136) 3 people 2026-03-11 18:13:06 +08:00
• 9c34e9d24f Disable cascade attention by default (#36318) Michael GoinandGitHub 2026-03-11 11:12:23 +01:00
• 09b6f99852 [compile] aot_compile should respect VLLM_DISABLE_COMPILE_CACHE (#36358) Richard ZouandGitHub 2026-03-11 06:12:03 -04:00
• c87fb515ed fix(lora): use replaced_module_name in pooling model name check (#36402) 4 people 2026-03-11 18:11:27 +08:00
• 5353c9b016 platforms: Fix Ray DP startup crash (#36665) Itay AlroyandGitHub 2026-03-11 12:08:55 +02:00
• 13e79fc811 [ci] Update rtol for test_classification (#36556) 3 people 2026-03-11 03:08:16 -07:00
• 9d07a3d6e4 Add: Eagle3 support for Qwen3.5 (#36658) Rahul TuliandGitHub 2026-03-11 15:37:42 +05:30
• 646b85544b [Refactor] Remove Molmo2 processor wrapper (#36667) Cyrus LeungandGitHub 2026-03-11 18:07:20 +08:00
• 4286cc5ec2 fix(minicpmv): fix audio inference by handling meta device in init_re… (#36751) tc-mbandGitHub 2026-03-11 18:06:28 +08:00
• 95c0f928cd [NemotronH] Small fix reasoning parser (#36635) v0.17.1 releases/v0.17.1 roikoren755andkhluu 2026-03-11 11:44:41 +02:00
• c9b1e977dc add nemotron v3 reasoning parser (#36393) Shaun Kotekandkhluu 2026-03-10 00:11:41 +02:00
• 545d18d81b [Bugfix] Support other quantization methods in glm41v (#36321) 4 people 2026-03-11 17:48:05 +08:00
• e661b9ee83 [NemotronH] Small fix reasoning parser (#36635) roikoren755andGitHub 2026-03-11 11:44:41 +02:00
• c910eeb125 [XPU]Bug fix for some unexpected error when use AgRs backend on XPU device. (#36593) YiSheng5andGitHub 2026-03-11 17:17:46 +08:00
• f4ae58b38b Remove unused config field from Gemma2 (#36672) Harry MellorandGitHub 2026-03-11 08:51:19 +00:00
• e568cf88bc [UX] Infer dtype for local checkpoint (#36218) Isotr0pyandGitHub 2026-03-11 16:50:04 +08:00
• 098d844731 [NIXL][1/N] Refactor kernel_block_size detection (#35752) Nicolò LucchesiandGitHub 2026-03-11 09:11:23 +01:00
• a40ee486f2 [Bugfix] Add Multiple of 16 block_size to triton fallback on rocm Attention to support qwen3_5 (#35923) 4 people 2026-03-11 08:45:57 +01:00
• eac2dc2b41 AITER MLA backend: Avoid CPU sync in _build_decode (#35765) pschlan-amdandGitHub 2026-03-11 08:25:00 +01:00
• d5080aeaa4 [Refactor] Remove deadcode in Responses API serving (#36726) 3 people 2026-03-11 03:11:41 -04:00
• f22d6e0267 [Hardware][NIXL] set default kv buffer type for different platform (#36438) 3 people 2026-03-11 13:19:28 +08:00
• 76c6e6da08 [XPU] Support block fp8 moe by fallback to TritonExpert on XPU (#36458) Kunshang JiandGitHub 2026-03-11 12:54:09 +08:00
• 4184653775 feat: add RISC-V support for CPU backend (v2) (#36578) 3 people 2026-03-11 12:51:39 +08:00
• 4aaaf8c8ce feat(spec_decode): fuse EAGLE step slot mapping and metadata updates (#33503) SladynandGitHub 2026-03-10 21:35:33 -07:00
• 4bf533623b [Doc] Fix duplicate words in comments (#36713) Hongbin GuoandGitHub 2026-03-11 12:28:31 +08:00
• 5f77ef15ae [Misc][Attention] Clean up unused method in CPU_ATTN (#36673) Matthew BonanniandGitHub 2026-03-11 00:27:22 -04:00
• 7d6abdd022 [Fix] Use torch.empty for output in attention+quant fusion (#31785) elvischenvandGitHub 2026-03-11 12:26:14 +08:00
• a8ff2cca92 [Perf] Optimize scheduler overhead for PD disaggregation, around 5% E2E perf improvement (#35781) 3 people 2026-03-11 00:25:30 -04:00
• 42fadebecb [Model] Add support for moonshotai/Kimi-Audio-7B-Instruct (#36127) tunglinwoodandGitHub 2026-03-11 12:24:48 +08:00
• a197eda9c3 Add tuned H100 MoE configs for LFM2 8B and 24B (#36699) tianshu-Michael-yuandGitHub 2026-03-10 21:22:02 -07:00
• 1ff2393897 [ci] Bound nvidia-cudnn-frontend version (#36719) Kevin H. Luu 2026-03-10 21:17:35 -07:00
• 5bec0b0ba3 [DSV3.2][MTP] Optimize Indexer MTP handling (#36723) Benjamin Chislettandkhluu 2026-03-11 00:16:56 -04:00
• 82b110d50e [ci] Bound nvidia-cudnn-frontend version (#36719) Kevin H. LuuandGitHub 2026-03-10 21:17:35 -07:00
• 9040cd40af [DSV3.2][MTP] Optimize Indexer MTP handling (#36723) Benjamin ChislettandGitHub 2026-03-11 00:16:56 -04:00
• fa0d353acf [Bugfix] Surface exceptions from non-blocking execute_model in UniProcExecutor to avoid DP deadlocks (#35194) fangyuchuandGitHub 2026-03-11 11:22:21 +08:00
• b386bb3d7c fix bugs when token_classify & classify run concurrently (#36614) Augusto YaoandGitHub 2026-03-11 11:16:34 +08:00
• fe714dd507 [openapi server] log exception in exception handler(2/N) (#36201) Ning XieandGitHub 2026-03-11 11:16:30 +08:00