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• c025263ddd [Doc] [ROCm] Update ROCm getting started doc (#32580) 4 people 2026-01-21 01:20:08 +08:00
• 6c97b9b9b6 [Perf] Only clone when needed for moe_permute (#32273) Wentao YeandGitHub 2026-01-20 11:34:39 -05:00
• 4ca62a0dbd [PluggableLayer][1/N] Define PluggableLayer (#32331) whxandGitHub 2026-01-21 00:19:21 +08:00
• 7901109ea5 [Bugfix] Fix Off-by-one error in _num_tokens_to_min_blocks calculation (#32603) linhaifengandGitHub 2026-01-21 00:13:39 +08:00
• 13f6630a9e [XPU]Support AgRsAll2AllManager on XPU device (#32654) YiSheng5andGitHub 2026-01-20 22:27:24 +08:00
• fda3f03eb2 [4/N] Initialize MM components in context managers (M-P) (#32663) Cyrus LeungandGitHub 2026-01-20 22:06:32 +08:00
• bb9172030e [Metrics] Complete removal of deprecated vllm:time_per_output_token_seconds metric (#32661) 3 people 2026-01-20 20:28:41 +08:00
• c4e5bdf61b [Bugfix] Fix the fp8_mqa_logits dim mismatch (#32652) ChaunceyandGitHub 2026-01-20 18:48:07 +08:00
• 7f1bcd18ff [3/N] Initialize MM components in context managers (I-L) (#32650) Cyrus LeungandGitHub 2026-01-20 18:21:56 +08:00
• 8be263c3fb [Core] Cleanup shm based object store on engine shutdown (#32429) Walter Beller-MoralesandGitHub 2026-01-20 03:53:37 -05:00
• e1a34c3a5d [2/N] Initialize MM components in context managers (E-H) (#32641) Cyrus LeungandGitHub 2026-01-20 16:12:56 +08:00
• 148117ea2e [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) vllmellmandGitHub 2026-01-20 14:48:20 +08:00
• e9c83cdc51 [Model Runner V2] Skip kernel launch for penalties & logit_bias (#32634) Woosuk KwonandGitHub 2026-01-19 22:20:19 -08:00
• b75e85dede [1/N] Initialize MM components in context managers (A-D) (#32632) Cyrus LeungandGitHub 2026-01-20 14:12:42 +08:00
• 4753f3bf69 [Model] Use context managers for encoder- and LM-only mode (#32605) Cyrus LeungandGitHub 2026-01-20 11:43:38 +08:00
• 6c01ffb897 [Model Runner V2] Decouple temperature from penalties (#32629) Woosuk KwonandGitHub 2026-01-19 19:13:24 -08:00
• 7b7cdce968 [Model Runner V2] Refactor get_cudagraph_and_dp_padding (#32625) Woosuk KwonandGitHub 2026-01-19 18:25:02 -08:00
• 12dab78f49 [Feat] allow inplace loading lora (#31326) 3 people 2026-01-19 18:15:20 -08:00
• 05dc4bfab6 [Model Runner V2] Initialized communication buffer for DP (#32624) Woosuk KwonandGitHub 2026-01-19 17:27:06 -08:00
• 1a1fc3bbc0 [Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32615) 3 people 2026-01-19 18:41:34 -05:00
• 43fada5360 [Model Runner V2] Refactor dummy_run (#32533) Woosuk KwonandGitHub 2026-01-19 14:50:59 -08:00
• 16ac78b48d enable flashinfer moe fp4 by default wentao-enable-flashinfer-moe-fp4-by-default yewentao256 2026-01-19 22:10:42 +00:00
• 4a5299c93f feat: spec decode with draft models (#24322) Tomas RuizandGitHub 2026-01-19 15:05:46 -06:00
• 73f2a81c75 docs: prefix caching seems quite outdated (#28784) 4 people 2026-01-19 16:49:52 -03:00
• 7350331718 [BugFix] Fix TRT-LLM NVFP4 DP/EP (#32349) 3 people 2026-01-19 11:32:24 -08:00
• 9d1e611f0e [CI] Add Helion as an optional dependency (#32482) Yanan CaoandGitHub 2026-01-19 11:09:56 -08:00
• 0727cc9ecf [BUGFIX] Fix test_mla_backends.py. Scale MLA projection weights to prevent numerical instability (#32529) Vadim GimpelsonandGitHub 2026-01-19 22:49:29 +04:00
• a0490be8f1 [CI][amd] Revert NIXL connector change to avoid crash (#32570) qli88andGitHub 2026-01-19 12:39:16 -06:00
• cd3ac5b797 support dynamic resolution image encoding for Nemotron Nano VL (#32121) Netanel HaberandGitHub 2026-01-19 20:15:58 +02:00
• 2636d76257 [Misc] Remove unused ModelKeys (#32608) Jee Jee LiandGitHub 2026-01-20 01:34:59 +08:00
• aa7f37ccfa Add support for LoRA adapters in Nemotron-H models (#30802) daniserebandGitHub 2026-01-19 16:30:44 +02:00
• c88860d759 [Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577) wang.yuqiandGitHub 2026-01-19 22:07:46 +08:00
• 758df5afe7 [NIXL][Metrics] Track nixl_num_kv_expired_reqs metric in Prometheus (#32340) Nicolò LucchesiandGitHub 2026-01-19 13:28:27 +01:00
• cdd03d25d3 [CI/Build] Fix dependency conflict between model-hosting-container-standards and starlette (#32560) 3 people 2026-01-19 12:27:08 +01:00
• 74c583bc50 [Core] Whisper support torch.compile (#30385) Nicolò LucchesiandGitHub 2026-01-19 11:02:31 +01:00
• c0a350ca73 [ROCm][CI] Add ROCm attention backend support for EAGLE DP tests (#32363) Andreas KaratzasandGitHub 2026-01-19 03:57:54 -06:00
• 71832ba71e [GLM-4.7] GLM Model support for GLM-Lite (#31386) Yuxuan ZhangandGitHub 2026-01-19 17:18:38 +08:00
• 11bbf86f6a [CI][Hardware][AMD] Fix test_rotary_embedding_mla_cache_fused (#32408) MattandGitHub 2026-01-19 02:25:47 -06:00
• 3c8740aacb [Frontend] Add render endpoints for prompt preprocessing (#32473) 3 people 2026-01-19 13:21:46 +09:00
• 7518a3dc65 [CI/Build] Use Common Event Map Fixture in Harmony / MCP Server Tests (#32531) Alex BrooksandGitHub 2026-01-18 21:05:51 -07:00
• 976af2f314 [BugFix] Fix embed_input_ids argument error of QwenVLForConditionalGeneration (#32462) honglyuaandGitHub 2026-01-19 11:06:02 +08:00
• 9a1f16da1e [Model Runner V2] Refactor update_states (#32562) Woosuk KwonandGitHub 2026-01-18 17:32:42 -08:00
• bb1848cd62 [Model Runner V2] Support VLM (#32546) Woosuk KwonandGitHub 2026-01-18 16:58:51 -08:00
• 6101a26dc9 [BUGFIX] Fix degenerate strides in TRTLLM query tensors for FlashInfer backend. Fixes issue #32353 (#32417) Vadim GimpelsonandGitHub 2026-01-19 04:57:32 +04:00
• f5d1740030 [Bugfix] Add OOT backend option (#32471) Iryna BoikoandGitHub 2026-01-18 23:20:39 +01:00
• eebc58df0c [Refactor] Remove unused cutlass moe problem size function (#32047) Wentao YeandGitHub 2026-01-18 15:46:59 -05:00
• 16de822c71 [Refactor] Remove unused file pallas_kv_cache_update.py (#32433) Wentao YeandGitHub 2026-01-18 15:46:39 -05:00
• 5480c6b1fa [Doc] Correct comment for _jobs dict in OffloadingConnectorWorker (#32556) DemingandGitHub 2026-01-19 04:46:00 +08:00
• ba29ab441e Use the same memory for workspace13 and fused_output. (#31531) Andrey KhalyavinandGitHub 2026-01-18 22:14:22 +03:00
• afc3622602 [CI] Move Distributed Tests from H200 -> H100 (#32555) Robert ShawandGitHub 2026-01-18 13:25:23 -05:00
• 327a02d8db [MoE Refactor] Separate Router into OO Classes (#30623) bnellnmandGitHub 2026-01-18 11:40:49 -05:00
• 2f03035a61 "refactor: refactor_repeated_interfaces" (#32486) 3 people 2026-01-18 22:07:01 +08:00
• 38bf2ffb21 [Bugfix] Fix GLM-ASR audio encoder RoPE dim (#32540) Isotr0pyandGitHub 2026-01-18 19:17:59 +08:00
• c826c72a96 [Model] Support Step1 Model (#32511) Li XieandGitHub 2026-01-18 18:20:46 +08:00
• fe36bf5e80 [Model] Remove the unnecessary dtype conversion in MiniCPM (#32523) Canlin GuoandGitHub 2026-01-18 16:07:28 +08:00
• 963dc0b865 [Model Runner V2] Minor optimization for eagle input processing (#32535) Woosuk KwonandGitHub 2026-01-17 21:55:17 -08:00
• 8cc26acd8b [Performance] Improve Triton prefill attention kernel's performance (#32403) Isotr0pyandGitHub 2026-01-18 12:19:59 +08:00
• 4a6af8813f [MoE Refactor] Move Test Impl into Test Dirs (#32129) 3 people 2026-01-17 23:16:59 -05:00
• 4147910f1e [Model Runner V2] Move mrope_positions buffer to MRopeState (#32532) Woosuk KwonandGitHub 2026-01-17 20:09:48 -08:00
• 3055232ba0 [Feature] Add FIPS 140-3 compliant hash algorithm option for multimodal hashing (#32386) Karan BansalandGitHub 2026-01-18 08:32:01 +05:30
• d68209402d [build] fix cu130 related release pipeline steps and publish as nightly image (#32522) releases/v0.14.0 Shengqi ChenandKevin H. Luu 2026-01-18 10:36:11 +08:00
• 965765aef9 [build] fix cu130 related release pipeline steps and publish as nightly image (#32522) Shengqi ChenandGitHub 2026-01-18 10:36:11 +08:00
• 9e078d0582 [CI/Build][Docker] Add centralized version manifest for Docker builds (#31492) Mritunjay Kumar SharmaandGitHub 2026-01-17 19:15:30 +05:30
• 2b99f210f5 [Misc] Fix typo: seperator -> separator in flashmla_sparse.py (#32411) 3 people 2026-01-17 20:18:30 +08:00
• 1646fea672 [Model] Molmo2: Enable quantized weight mapping for vision backbone (#32385) Kim Hee SuandGitHub 2026-01-17 18:33:05 +09:00
• d3317bbba4 [Models] Lfm2Moe: minor name changes for resolving lora conflicts (#29063) Paul PakandGitHub 2026-01-16 23:12:55 -07:00
• b17039bccc [CI] Implement uploading to PyPI and GitHub in the release pipeline, enable release image building for CUDA 13.0 (#31032) v0.14.0 Shengqi ChenandKevin H. Luu 2026-01-17 12:52:33 +08:00
• 8e61425ee6 [CI] Implement uploading to PyPI and GitHub in the release pipeline, enable release image building for CUDA 13.0 (#31032) Shengqi ChenandGitHub 2026-01-17 12:52:33 +08:00
• 2e7c89e708 Revert "[Attention][MLA] Make FLASHINFER_MLA the default MLA backen… (#32484) Matthew BonanniandGitHub 2026-01-16 23:42:39 -05:00
• 037a6487af apply _validate_input to MistralTokenizer token-id chat prompts (#32448) vanshil shahandGitHub 2026-01-16 19:23:45 -08:00
• 5a3050a089 [Docs][Governance] Add @robertshaw2-redhat to lead maintainers group (#32498) 3 people 2026-01-16 18:35:49 -08:00
• 484e22bc18 [TPU][Core] Enable Pipeline Parallelism on TPU backend (#28506) ChenyaaangandGitHub 2026-01-16 15:29:20 -08:00
• ca21288080 [CI] Fix OOM in Hopper Fusion E2E Tests (H100) (#32489) Lucas WilkinsonandGitHub 2026-01-16 14:27:16 -07:00
• 4c82b6fac7 [responsesAPI] allow tuning include_stop_str_in_output (#32383) 3 people 2026-01-16 16:14:40 -05:00
• a884bc62d6 [LoRA] Update LoRA expand kernel heuristic (#32425) Xin YangandGitHub 2026-01-16 10:38:07 -08:00
• 7a1030431a Atomics Reduce Counting Optimization for SplitK Skinny GEMMs. (#29843) Hashem HashemiandGitHub 2026-01-16 09:45:04 -08:00
• 9fd918e510 [CI] Update deepgemm to newer version (#32479) Wentao YeandGitHub 2026-01-16 12:18:05 -05:00
• c9a533079c [EPLB][BugFix]Possible deadlock fix (#32418) 3 people 2026-01-16 15:11:01 +01:00
• 48b67ba75f [Frontend] Standardize use of create_error_response (#32319) Cyrus Leung 2026-01-14 19:22:26 +08:00
• 6ca4f400d8 [CI][AMD] Skip test_permute_cols since the kernel is not used and not built for ROCm (#32444) rasmithandGitHub 2026-01-16 02:22:53 -06:00
• 180e981d56 [Chore] Replace swish with silu (#32459) Cyrus LeungandGitHub 2026-01-16 16:22:45 +08:00
• b84c426a8c [ROCm][CI] Skip Qwen3-30B-A3B-MXFP4A16 Eval Test On Non-CUDA Platforms (#32460) Micah WilliamsonandGitHub 2026-01-16 02:17:44 -06:00
• b66b0d6abb fix(rocm): Enable non-gated MoE (is_act_and_mul=False) support on ROCm (#32244) Rabi MishraandGitHub 2026-01-16 13:01:10 +05:30
• 03da3b52ef [Bugfix] Refactor to support DP parallel in R3 (#32306) 3 people 2026-01-16 15:13:58 +08:00
• 14ce524249 [CI] Breakup h200 tests (#30499) Lucas WilkinsonandGitHub 2026-01-15 23:23:22 -07:00
• 4ae77dfd42 [Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395) wang.yuqiandGitHub 2026-01-16 14:17:04 +08:00
• 73f635a75f [Bug] Add TPU backend option (#32438) XiongfeiWeiandGitHub 2026-01-15 21:17:12 -08:00
• 35bf5d08e8 [bugfix] Fix online serving crash when text type response_format is received (#26822) 3 people 2026-01-16 13:23:54 +09:00
• 5de6dd0662 [Bugfix] [DeepSeek-V3.2] fix sparse_attn_indexer padding (#32175) 3 people 2026-01-16 12:21:55 +09:00
• 709502558c [Model] Add Step3vl 10b (#32329) 5 people 2026-01-16 11:04:16 +08:00
• 09f4264a55 [Bugfix] Fix ROCm dockerfiles (#32447) TJianandGitHub 2026-01-16 10:50:00 +08:00
• 7f42dc20bb [CI] Fix LM Eval Large Models (H100) (#32423) v0.14.0rc2 Matthew BonanniandKevin H. Luu 2026-01-15 19:52:49 -05:00
• c2a37a3cf8 Cherry pick [ROCm] [CI] [Release] Rocm wheel pipeline with sccache #32264 TJianandKevin H. Luu 2026-01-16 02:56:18 +08:00
• 0e31fc7996 [UX] Use kv_offloading_backend=native by default (#32421) Michael GoinandKevin H. Luu 2026-01-15 13:55:11 -05:00
• 6ac0fcf416 [ROCm][Bugfix] Disable hip sampler to fix deepseek's accuracy issue on ROCm (#32413) PleaplusoneandKevin H. Luu 2026-01-16 00:35:47 +08:00
• b62249725c [ROCM] Add ROCm image build to release pipeline (#31995) Douglas LehrandKevin H. Luu 2026-01-15 05:01:40 -06:00
• 1b57275207 [Bugfix][ROCm][performance] Resolve the performance regression issue of the Qwen3-Next-80B-A3B-Thinking under rocm_atten (#32336) vllmellmandKevin H. Luu 2026-01-15 03:32:48 +08:00
• 46f8a982b1 [ROCm][CI] Enable AITER Unified Attention On ROCm For gpt-oss Test (#32431) Micah WilliamsonandGitHub 2026-01-15 18:55:57 -06:00
• bcf2333cd6 [CI] Fix LM Eval Large Models (H100) (#32423) Matthew BonanniandGitHub 2026-01-15 19:52:49 -05:00
• 83239ff19a Add thread_n=64 support to Marlin MoE (#32360) Michael GoinandGitHub 2026-01-15 19:45:44 -05:00