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• 839c6b7b72 [Multimodal][Qwen3 Omni] Make Qwen3 Omni work with audio-in-video inputs in V1 engine. (#27721) 3 people 2025-11-24 11:24:37 -08:00
• 8f066146c3 [MoE][Refactor] Make select_experts a non-static method (#29067) bnellnmandGitHub 2025-11-24 13:38:04 -05:00
• cec418b5df [Model Runner V2] Change Numba AoT to JIT (#29328) Woosuk KwonandGitHub 2025-11-24 09:34:37 -08:00
• cc313cb73d [Model Runner V2] Implement Single-step Eagle 1 (#29300) Woosuk KwonandGitHub 2025-11-24 09:32:27 -08:00
• 26a465584a [NIXL] Use config to enable telemetry + NIXL version bump (#29305) Nicolò LucchesiandGitHub 2025-11-24 18:18:04 +01:00
• e924bbb4f4 [Build/CI][DP/EP] Add QWen/Qwen3-30B-A3B-FP8 + EPLB tests to Nightly H100 and B200 (#29195) 3 people 2025-11-24 11:06:17 -05:00
• 656516c315 [Bugfix] properly handle nested json with llama3 tool parser (#27701) 5 people 2025-11-24 07:28:51 -08:00
• e48b2e6848 [Bugfix] [ROCm] [UX] Reorganize ROCm Backend Selection Logic (#26980) vllmellmandGitHub 2025-11-24 22:24:49 +07:00
• 7a228b5305 Add option to use unbacked, and backed size obl dynamic shapes for more sounds compilation. (#26199) Laith SakkaandGitHub 2025-11-24 07:12:41 -08:00
• f716a15372 Update KServe guide link in documentation (#29258) Yuan TangandGitHub 2025-11-24 09:40:05 -05:00
• 2601f18a82 [EPLB] Optimize EPLB for Async Rearrange Experts (#22179) 3 people 2025-11-24 22:08:29 +08:00
• 4de87866a8 [CPU][IBM Z] Fix BF16 support and vectorize math operations for s390x (#28926) R3hankhanandGitHub 2025-11-24 17:38:09 +05:30
• eca7a8fb59 [Doc]: fix typos in various files (#29230) 3 people 2025-11-24 12:10:48 +01:00
• 8005e606bf [Bugfix][Rocm] Fix shared expert weight loading failure in DeepSeek-MTP (#27563) 3 people 2025-11-24 18:16:52 +08:00
• 68dfe28eae [Feature][Benchmark] add --link-vars can filter when serve_param equal bench_param (#28909) rongfu.lengandGitHub 2025-11-24 18:02:28 +08:00
• ed40d85929 [BugFix] Fix R-VL model loading error (#29299) Fanli LinandGitHub 2025-11-24 14:48:45 +08:00
• 0ff70821c9 [Core] Deprecate xformers (#29262) Roger WangandGitHub 2025-11-23 20:18:55 -08:00
• 5253f4276f [ROCm] Support for Whisper v1 with Aiter Unified Attention and Aiter Flash Attention (#28376) tongqiuandGitHub 2025-11-24 11:26:00 +08:00
• 30854783ad [Model] Add OpenCUA-7B support (#29068) 4 people 2025-11-24 11:27:55 +09:00
• 1073ba68b0 [LoRA] Optimize 3D MoE logic (#29222) Jee Jee LiandGitHub 2025-11-24 10:27:23 +08:00
• c309bb5245 [Bugfix] Update Gradio OpenAI Chatbot Webserver example to new Gradio message history format (#29249) Josh MooreandGitHub 2025-11-23 19:47:54 -05:00
• 3e1ad40655 [Model Runner V2] Add apply_temperature option to gumbel_sample (#29276) Woosuk KwonandGitHub 2025-11-23 14:13:00 -08:00
• 62d54ba46d [Model Runner V2] Optimize CUDA graph capture time (#29275) Woosuk KwonandGitHub 2025-11-23 11:15:32 -08:00
• b004c00418 [Model Runner V2] Support spec decoding [1/N] (#29274) Woosuk KwonandGitHub 2025-11-23 10:09:06 -08:00
• 7f12c82fa6 [Model Runner V2] Change bookkeeping logic in preparation for spec decoding (#29194) Woosuk KwonandGitHub 2025-11-23 09:42:52 -08:00
• 6fb0215eee [Bugfix] Use lazy string reference for DeepseekV3Config in config registry (#28958) 3 people 2025-11-23 06:43:21 -05:00
• 55c21c8836 [ROCm][CI] Fix "Cannot re-initialize CUDA in forked subprocess" in test_pynccl.py (#29119) Micah WilliamsonandGitHub 2025-11-22 23:05:00 -06:00
• 3999442f1c [CI/Build][AMD] Add check for flash_att_varlen_func to test_tree_attention.py (#29252) 3 people 2025-11-22 22:45:08 -06:00
• 71362ffab4 [CI/Build][AMD] Skip test_multi_shared_storage_connector_consistency in test_multi_connector.py due to hipErrorLaunchFailure when calling .cpu() (#29253) 3 people 2025-11-22 22:42:49 -06:00
• 20ee418adc [Model Runner V2] Minor fix for cudagraph_utils (#29256) Woosuk KwonandGitHub 2025-11-22 20:12:50 -08:00
• 389aa1b2eb [Doc] Update more docs with respect to V1 (#29188) Cyrus LeungandGitHub 2025-11-23 10:58:48 +08:00
• 3ed767ec06 docs: fixes distributed executor backend config for multi-node vllm (#29173) 3 people 2025-11-23 09:58:28 +07:00
• 5f96c00c55 [Fix] Add SM check to flashinfer MOE backend (#29144) 3 people 2025-11-22 16:39:30 -08:00
• 4587063267 Patch DeepEP when building docker image with CUDA 13 (#29154) Qidong SuandGitHub 2025-11-22 18:25:13 -05:00
• 472fdee974 [Chore] Update batch invariant code owner (#29246) Wentao YeandGitHub 2025-11-22 16:50:02 -05:00
• df78aeef08 Refactor: Move CUDA graph dispatch logic earlier (#27382) YizhouandGitHub 2025-11-23 05:10:31 +08:00
• 7df331c66b [BugFix] Fix chunked prompt logprobs + preemption (#29071) Nick HillandGitHub 2025-11-22 13:07:18 -08:00
• eb5352a770 [CI/build] Removes source compilation from runtime image (#26966) Benjamin BartelsandGitHub 2025-11-22 18:23:09 +00:00
• d1cf8214e5 [Bugfix] Use HF config fields as fallback when loading Mistral config (#29239) Cyrus LeungandGitHub 2025-11-23 02:22:48 +08:00
• 730bd35378 [perf][cpu] Accelerate paged attention GEMMs (QK, PV) on Arm CPUs with NEON (#29193) Fadi ArafehandGitHub 2025-11-22 17:04:36 +00:00
• f55c76c2b3 chore: add RTX_PRO_6000 GLM4.6-FP8 kernel tuning (#29240) FedericoandGitHub 2025-11-22 17:42:48 +01:00
• d84d8f4429 Fix EVS crash when using video_embeds inputs in Qwen2.5-VL (#29232) 3 people 2025-11-22 22:48:59 +08:00
• ae66818379 [Misc] Fix pre-commit (#29238) Cyrus LeungandGitHub 2025-11-22 22:48:01 +08:00
• d44a63c6d6 [BugFix] Fix returned logprobs with spec decode + prefill chunking (#29216) Nick HillandGitHub 2025-11-22 06:41:25 -08:00
• 066209a045 [Attention] Refactor FA block_size limitations to hybrid models only (#29084) Nicolò LucchesiandGitHub 2025-11-22 15:38:44 +01:00
• 5f7209a793 [tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832) 3 people 2025-11-22 08:00:50 -05:00
• 2d4978a57e fix: clean up function never use in setup.py (#29061) yihongandGitHub 2025-11-22 21:00:04 +08:00
• 6965a392a4 Fix: Resolve circular import in model_loader/utils.py (#29189) 4 people 2025-11-22 18:28:22 +05:30
• 5a4802588e [Misc] Further clean up chunked prefill and prefix caching init (#29186) Cyrus LeungandGitHub 2025-11-22 19:34:15 +08:00
• 8e22da1d7f [CI/Build Don't add FLASHINFER backend in test_cpu_offloading.py (#29229) 3 people 2025-11-22 05:00:54 -06:00
• a4fdf2405c [CI/Build] Skip tests that require libcudart in test_lmcache_integration.py (#29228) 3 people 2025-11-22 04:59:39 -06:00
• e6309acdba Simplify from_blob usage in get_cuda_view_from_cpu_tensor (#29027) Jane (Yuan) XuandGitHub 2025-11-22 05:35:32 -05:00
• 988ee66b0d Handle triton kernel import exception (#29062) jinghanhuandGitHub 2025-11-22 18:07:50 +08:00
• ea38474ac5 [Frontend][Responses API] Multi-turn (with type: "output_text") support for non-harmony requests (#29175) Mads KildegårdandGitHub 2025-11-22 10:58:22 +01:00
• 742e9ff6b3 [responsesAPI] parse reasoning item input (#28248) 4 people 2025-11-21 23:42:11 -08:00
• e9056056fb [Model Runner V2] Limit cudagraph size to max decode batch size (#29221) Woosuk KwonandGitHub 2025-11-21 20:21:35 -08:00
• 1489902b53 [LoRA] Cleanup FusedMoEWithLoRA (#29187) Jee Jee LiandGitHub 2025-11-22 12:01:30 +08:00
• 933f67ecd8 [Bugfix]Fix a conditional to not check zero value (#28754) Yanan CaoandGitHub 2025-11-21 19:59:07 -08:00
• fd65015a14 [CI/Build] Only use supported types and features on ROCm in MoE kernel tests (#29149) 3 people 2025-11-21 21:34:33 -06:00
• 77e1c035d0 [chore][LMCache connector] Remove useless logs from lmcache connector (#29069) Yihua ChengandGitHub 2025-11-21 19:18:00 -08:00
• 6f403501a0 [CI/Build][AMD] Enable Entrypoints Integration Test (Pooling) to run without error on ROCm (#29212) 3 people 2025-11-21 20:13:18 -06:00
• 052950e5b3 Add fused MoE config for H200 E160 N192 fp8 (#29182) FlintyLemmingandGitHub 2025-11-22 09:37:51 +08:00
• 1ef9c9e294 [CI/Build] Disable test_gptoss_tp.py in 'LoRA TP Test' group for ROCm platform (#29204) qli88andGitHub 2025-11-21 19:36:19 -06:00
• 5c8f2adf50 [Bugfix] Fix block size in block_table with PCP (#29094) Jie LuoandGitHub 2025-11-22 09:34:28 +08:00
• ed8e6843cc [CI/Build] Add terratorch for AMD (#29205) Ryan RockandGitHub 2025-11-21 19:31:22 -06:00
• d045e22dfe [Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217) Lukas GeigerandGitHub 2025-11-22 01:30:55 +00:00
• 1d34eb11e0 [CI] Bug: Fix triton import issue (#29202) Wentao YeandGitHub 2025-11-21 20:14:49 -05:00
• 9a3101b2ba [Rocm][CI] Fix DeekSeek V2-Lite Accuracy CI (#29135) Charlie FuandGitHub 2025-11-21 19:11:02 -06:00
• d5dbdbfcb2 [docs] Fix cudagraph mode config (#29170) Angela YiandGitHub 2025-11-21 17:10:27 -08:00
• 30d6466238 [BugFix] Fix Eagle IndexError: list index out of range for even num_speculative_tokens (#29102) Lucas WilkinsonandGitHub 2025-11-21 19:47:05 -05:00
• e9af6ba62a [Model Runner V2] Optimize Gumbel Sampling Kernel (#29210) Woosuk KwonandGitHub 2025-11-21 15:52:28 -08:00
• c6fa3895e9 [KV Connector] Fix async connector prefix cache metrics (#28585) 3 people 2025-11-21 22:45:00 +00:00
• 3137991f55 [BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162) 3 people 2025-11-21 17:28:17 -05:00
• 57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659) 4 people 2025-11-21 22:58:59 +01:00
• c68c7b403d [BugFix] Fix missing symbol triggering FA2 fallback on Hopper (#29107) Lucas WilkinsonandGitHub 2025-11-21 16:58:32 -05:00
• 53a1ba6ec5 [log] add weights loading time log to sharded_state loader (#28628) Ning XieandGitHub 2025-11-22 05:06:09 +08:00
• 1840c5cb18 [BugFix] Make sure to allocate worst case MoE workspace during profile run in the DP + EP case (#27426) Lucas WilkinsonandGitHub 2025-11-21 14:41:52 -05:00
• 1bed891f72 [Chore] Fix pre-commit error after #25266 (#29190) Woosuk KwonandGitHub 2025-11-21 10:21:40 -08:00
• ceca060501 [Deprecation] Deprecate seed=None (#29185) Cyrus LeungandGitHub 2025-11-22 02:19:25 +08:00
• 75648b16dd [ROCm][CI] Fix config/test_config_generation.py (#29142) Charlie FuandGitHub 2025-11-21 11:12:16 -06:00
• 460d02a417 [NIXL] Fix after virtual block_size for host_buffer with heter kv_layout (#29122) Chendi.XueandGitHub 2025-11-21 10:55:27 -06:00
• b4c8fbaae2 Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892) 3 people 2025-11-21 08:54:11 -08:00
• e99e467384 [CI/Build][Kernel][AMD] Move extra dim to after load in _fwd_kv_parallel in lighting_attn.py (#29132) 3 people 2025-11-21 10:53:09 -06:00
• a42ab317ac [Log] Optimize startup log (#28948) 3 people 2025-11-21 11:46:20 -05:00
• b7f1f490a6 Upstream triton fp4 weight preshuffle (#28888) 3 people 2025-11-21 08:34:46 -08:00
• 30b44a1598 GPU Model Runner V2 (#25266) Woosuk KwonandGitHub 2025-11-21 08:20:55 -08:00
• 1f400c58b8 [CI] Add batch invariant test to ci (#27842) Wentao YeandGitHub 2025-11-21 11:20:33 -05:00
• 711241c13c [CI/Build] Fix illegal memory access and unsupported test in kernels/attention/test_cache.py (#29118) 3 people 2025-11-21 09:58:38 -06:00
• d7219bcda3 [Misc] Move dynamic seed initialization to EngineArgs (#29165) Cyrus LeungandGitHub 2025-11-21 23:27:44 +08:00
• 4050bae417 [Doc] Update plugin doc (#28532) wangxiyuanandGitHub 2025-11-21 22:57:26 +08:00
• f1805db1a6 [Perf] These changes enhance the NUMA functionality of vllm for systems with more than one NUMA nodes per socket (#25559) skaraban3807andGitHub 2025-11-21 19:43:52 +05:30
• 434f3d3eb8 Fix mistral config (#29172) 4 people 2025-11-21 15:01:20 +01:00
• 2092ce8c39 Tool Call Parser logs should not contain user input / model output except on DEBUG (#29160) 4 people 2025-11-21 13:57:19 +01:00
• fc9f821d20 fix cross attention (#28346) who who whoandGitHub 2025-11-21 20:55:43 +08:00
• 9452863088 Revert "Revert #28875 (#29159)" (#29179) Cyrus LeungandGitHub 2025-11-21 20:27:43 +08:00
• 2b1b3dfa4b Update Dockerfile to use gcc-toolset-14 and fix test case failures on power (ppc64le) (#28957) BhagyashriandGitHub 2025-11-21 17:54:09 +05:30
• cca2d2cdbe [Core] Align whisper closer to other multimodal models (#27292) Russell BryantandGitHub 2025-11-21 07:01:54 -05:00
• aab0102a26 [V0 deprecation] Remove more V0 references (#29088) Cyrus LeungandGitHub 2025-11-21 19:56:59 +08:00
• b34129bf8e [Misc] remove useless v1 env (#29164) WeiQing ChenandGitHub 2025-11-21 17:41:20 +08:00
• 4d7231e774 Revert #28875 (#29159) Cyrus LeungandGitHub 2025-11-21 17:40:17 +08:00