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• 0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 5 people 2025-11-27 04:55:58 -05:00
• 00d3310d2d [Bugfix] Update Ultravox compatibility (#29588) Cyrus LeungandGitHub 2025-11-27 17:36:18 +08:00
• da3222f371 [Model Runner V2] Implement multi-step Eagle with CUDA graph (#29559) Woosuk KwonandGitHub 2025-11-27 00:09:41 -08:00
• 43c5792592 [ROCm][CI] Fix test_cpu_offloading for ROCm (#29548) Micah WilliamsonandGitHub 2025-11-27 01:54:44 -06:00
• 3ecabd06ee Fix tpu-inference platform path (#29554) Johnny YangandGitHub 2025-11-26 23:25:21 -08:00
• c069086b9c [Bugfix] Fix getting device for MoE LoRA (#29475) Jee Jee LiandGitHub 2025-11-27 15:16:07 +08:00
• 11ea5ec1ff [Model Runner V2] Refactor CudaGraphManager (#29583) Woosuk KwonandGitHub 2025-11-26 21:37:59 -08:00
• ecb1952378 [cpu][fix] Fix Arm CI tests (#29552) Fadi ArafehandGitHub 2025-11-27 05:09:41 +00:00
• da8e1a1bf9 [DOC] Add vLLM Bangkok Meetup info (#29561) TJianandGitHub 2025-11-27 12:42:50 +08:00
• ee80aee1ca [Model Runner V2] Minor cleanup for build_attn_metadata (#29576) Woosuk KwonandGitHub 2025-11-26 20:10:12 -08:00
• 0aeb698b77 [Model Runner V2] Minor code cleanup (#29570) Woosuk KwonandGitHub 2025-11-26 19:47:17 -08:00
• 9bb33c8919 add xpu supported model and model id for cpu (#29380) Louie TsaiandGitHub 2025-11-26 19:30:50 -08:00
• a67dec7cba [Bugfix] fix IMA issue in certain cases of the moe marlin kernel (#28619) 5 people 2025-11-27 11:02:21 +08:00
• 77740191de [Attention][Async] Eliminate seq_lens_cpu in FlashAttention metadata building with DCP > 1 (#29449) Matthew BonanniandGitHub 2025-11-26 21:48:43 -05:00
• df01eda4dc [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) HDCharlesandGitHub 2025-11-26 21:35:13 -05:00
• ba1fcd84a7 [TPU] add tpu_inference (#27277) Johnny YangandGitHub 2025-11-26 14:46:36 -08:00
• 56539cddac [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) Lucas WilkinsonandGitHub 2025-11-26 14:07:13 -05:00
• 430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) Matthew BonanniandGitHub 2025-11-26 12:53:15 -05:00
• c4c0354eec [CI/Build] allow user modify pplx and deepep ref by ENV or command line (#29131) AlecandGitHub 2025-11-26 09:41:16 -08:00
• e603129505 [refactor] CTConfig methods to static/class methods (#28870) 3 people 2025-11-26 12:21:58 -05:00
• 0b0aa874e8 [Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345) 3 people 2025-11-26 11:38:52 -05:00
• 70d5953f82 Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483) Huamin LiandGitHub 2025-11-26 06:27:26 -08:00
• ba25edb264 add file deepseek_optimizations_alex_rob Alexander Matveev 2025-11-26 13:56:58 +00:00
• 3650a74ed8 Optimize the wording of the document and unify the terminology and th… (#29491) yxtandGitHub 2025-11-26 21:16:12 +08:00
• bb706d6048 Fix TeleChatForCausalLM not register issue (#29473) Yejing LaiandGitHub 2025-11-26 21:15:00 +08:00
• e30859dff3 [Bugfix] Fix handling of image embeds in models (#29480) Cyrus LeungandGitHub 2025-11-26 21:00:15 +08:00
• 452a7c9f7c [Misc] Allow LM only loading for Pixtral (#29451) Roger WangandGitHub 2025-11-26 05:00:00 -08:00
• d9d342d214 [Performance][MLA][ROCm] Remove redundant D2D copy in deepseek (#27457) PleaplusoneandGitHub 2025-11-26 12:45:28 +08:00
• 53d7f1f601 [Kernel] Use pre-allocated output buffer for triton kernel fused_experts (#29219) Xin YangandGitHub 2025-11-25 18:21:00 -08:00
• c5ee430328 Bump actions/checkout from 4 to 6 (#29293) 3 people 2025-11-26 01:57:08 +00:00
• 8d6a89dffd [UX] Suppress gloo log spam (#29250) Michael GoinandGitHub 2025-11-25 20:19:35 -05:00
• 56531b79cc [Misc] Add backup hash algorithm for FIPS constrained environments (#28795) 3 people 2025-11-25 18:50:22 -06:00
• 12866af748 dummy run corner case (#29433) Xieyang XuandGitHub 2025-11-25 16:20:35 -08:00
• d8819c88eb fix assertion for single world use case (uni) (#29429) 3 people 2025-11-25 16:14:23 -08:00
• de75b0bb70 [BugFix] Fix initialization of draft model. (#29319) 3 people 2025-11-26 02:45:58 +03:00
• 7df0289782 Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441) 3 people 2025-11-25 17:52:31 -05:00
• 0abc79482a [caching] Add enable_prompt_embeds and cpu_offload_gb to compile hashes. (#29435) Zhengxu ChenandGitHub 2025-11-25 16:46:41 -05:00
• 4e57c6587f [Core] Support logprobs with spec decode + async scheduling (#29223) Nick HillandGitHub 2025-11-25 12:55:24 -08:00
• e7d776273d [Compile] Refactor. Move PostGradPassManager out of Compilation config (#29340) Ilya MarkovandGitHub 2025-11-25 20:58:56 +01:00
• c32a18cbe7 Attempt to fix GPU OOM in a spec-decoding test (#29419) Eldar KurtićandGitHub 2025-11-25 20:23:36 +01:00
• b07555d26f [responsesAPI][2] parse ResponseFunctionToolCallOutputItem (#29383) 3 people 2025-11-25 10:27:26 -08:00
• 0353d2e162 Fix RoPE related failures in Transformers nightly tests (#29333) Harry MellorandGitHub 2025-11-25 16:23:45 +00:00
• a1f2676879 Scheduled removal of override_pooler_config and disable_log_requests (#29402) 3 people 2025-11-25 16:08:57 +00:00
• 9f3812d001 aligning Barbara SuslovaandAlexander Matveev 2025-11-18 10:25:34 +00:00
• d8dbb8c0c4 change the logic of passing variables Barbara SuslovaandAlexander Matveev 2025-11-14 09:27:08 +00:00
• 48ddb02b79 [Hybrid Allocator] Support KV cache groups with different block_size (#29143) 3 people 2025-11-25 07:30:57 -08:00
• 4d9f1ad714 lint Barbara SuslovaandAlexander Matveev 2025-11-12 14:26:38 +00:00
• c13434bbb8 add fusion of shared expert and fused_moe_gate Barbara SuslovaandAlexander Matveev 2025-11-11 17:08:10 +00:00
• e502098643 [Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242) Michael GoinandGitHub 2025-11-25 09:59:07 -05:00
• dbc3d9991a [UX] Put CUDA attention backend selection log into one line (#29337) Michael GoinandGitHub 2025-11-25 09:46:18 -05:00
• 794029f012 [Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137) 3 people 2025-11-25 23:28:53 +09:00
• 0231ce836a Revert back to torch.equal over torch.allclose from #28819 (#29086) Eldar KurtićandGitHub 2025-11-25 15:23:38 +01:00
• 516c3f7847 [Bugfix] Fix logic for choosing default prefix caching setting (#29393) Thomas ParnellandGitHub 2025-11-25 15:05:10 +01:00
• 51fc9e017a Scheduled removal of CompilationConfig.use_inductor (#29323) Harry MellorandGitHub 2025-11-25 12:55:42 +00:00
• bf0c75cd4f Make Transformers Nightly tests soft-fail and enable all tests (#29401) Harry MellorandGitHub 2025-11-25 12:41:15 +00:00
• c2c661af9b [Bugfix] Fix overallocation in MM profiling (#29386) Roger WangandGitHub 2025-11-25 04:38:36 -08:00
• 798e87db5c [Core] Generalize Encoder-Decoder seq_lens computation to avoid Whisper hardcoded logic (#29268) 3 people 2025-11-25 12:32:11 +01:00
• de6889946b [Misc] Suppress log outputs when constructing the default vllm config. (#29291) 5 people 2025-11-25 19:00:44 +08:00
• 7a80b01889 [CI] Resettle pooling entrypoints tests. (#29370) wang.yuqiandGitHub 2025-11-25 18:39:10 +08:00
• e1dd706cd1 [Frontend] Respect Chat Completion parallel_tool_calls param (#26233) 3 people 2025-11-25 04:56:15 -05:00
• a685b47c57 [responsesAPI] refactor construct_input_messages (#29359) 3 people 2025-11-25 01:47:10 -08:00
• 32c40b95e0 [BugFix] bad_words filtering ineffective when n > 1 (#29313) Avishek GoswamiandGitHub 2025-11-25 15:06:34 +05:30
• db2906108a [Misc] Streamline unique id generation (#29375) Nick HillandGitHub 2025-11-25 00:30:11 -08:00
• 67fc16cd8c [Bugfix] If chunked_prefill is disabled, end the scheduling early. (#28911) wang.yuqiandGitHub 2025-11-25 16:06:09 +08:00
• 6330f9477d [Bugfix] Fix GPT-OSS AR+NORM fusion (#28841) elvischenvandGitHub 2025-11-25 15:59:40 +08:00
• ef1f7030f0 [ROCm][CI] Fix test_cudagraph_mode failure in AMD CI (#29367) Micah WilliamsonandGitHub 2025-11-25 01:55:09 -06:00
• 12c007e288 EAGLE Support DP>1 (#26086) Rémi DelacourtandGitHub 2025-11-25 08:32:21 +01:00
• f242cfcdd5 [Perf] use cpu all reduce to avoid sync when async_scheduling & dp > 1 (#29311) zhrrrandGitHub 2025-11-25 15:31:07 +08:00
• 888152bf87 Allow oot custom compiler extension via CompilerInterface (#28623) 3 people 2025-11-25 15:25:15 +08:00
• fe3a4f5b34 [CI/Build] Pin torchgeo dependency for AMD (#29353) Ryan RockandGitHub 2025-11-25 01:14:59 -06:00
• 98caeadd54 [fix][cpu] Use a SwigluOAI impl which supports interleaved gate-up wei (#29273) Fadi ArafehandGitHub 2025-11-25 07:11:11 +00:00
• 64deead719 [Bugfix] [ROCm] [UX]: revert Flex attention backend (#29371) vllmellmandGitHub 2025-11-25 14:56:06 +08:00
• 7992324f23 [BugFix] Use unique ids for different transcription prompts (#29372) Nick HillandGitHub 2025-11-24 22:55:16 -08:00
• 40a6f53f6c Display warning only when ROCm version is less than Pytorch required version (#29200) InokiandGitHub 2025-11-25 07:40:06 +01:00
• ce58fdc1c3 Fix PoolingParams.skip_reading_prefix_cache type (#29364) kfluandGitHub 2025-11-24 22:39:29 -08:00
• a21256c463 Add TP CLI argument to multimodal inference examples (#29301) Fanli LinandGitHub 2025-11-25 14:03:20 +08:00
• 316c8492bf Scheduled removal of guided_* config fields (#29326) Harry MellorandGitHub 2025-11-25 05:24:05 +00:00
• 2d9ee28cab [CI/Test Fix] Fix CP tests on Blackwell (#29338) Lucas WilkinsonandGitHub 2025-11-24 23:55:57 -05:00
• 81db702ed2 [Attention] add _cudagraph_support for linear attention (#28934) Jiangyun ZhuandGitHub 2025-11-25 12:25:20 +08:00
• 92effb07a4 [Model] Add HunyuanOCR support (#29327) 6 people 2025-11-25 11:28:51 +08:00
• 87185c88d5 [Bugfix] Make deprecated --task embedding consistent with `--runner… (#29312) Maryam TahhanandGitHub 2025-11-25 03:19:52 +00:00
• 9cf4edae6e [Metrics] Scheduled removal of deprecated metrics (#29330) Mark McLoughlinandGitHub 2025-11-25 03:15:13 +00:00
• 7012d8b45e [Docker] Optimize Dockerfile: consolidate apt-get and reduce image size by ~200MB (#29060) 汪志鹏andGitHub 2025-11-25 10:54:00 +08:00
• 22b42b5402 [CI][ROCm] Install arctic-inference on ROCm tests (#29344) Divakar VermaandGitHub 2025-11-24 20:15:39 -06:00
• cb7214d8ea [ROCm][MLA] enable fp8 MLA decode on ROCm (#28032) 3 people 2025-11-25 10:15:02 +08:00
• 77e10c9cab [Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029) PleaplusoneandGitHub 2025-11-25 10:05:46 +08:00
• 6f1355a1b7 [Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346) Michael GoinandGitHub 2025-11-24 21:01:40 -05:00
• a4ad43ad5a Scheduled removal of ParallelConfig's direct child EPLB fields (#29324) Harry MellorandGitHub 2025-11-25 01:58:58 +00:00
• a178a0b40b [BugFix] Fix duplicate id tool-call race condition (#29355) Nick HillandGitHub 2025-11-24 17:54:26 -08:00
• b8328b49fb [XPU] upgrade torch & ipex 2.9 on XPU platform (#29307) Kunshang JiandGitHub 2025-11-25 09:34:47 +08:00
• 5f9679a43b [Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688) 3 people 2025-11-24 20:13:12 -05:00
• 699bca76c0 [UX] Raise error for attn backend of batch invariant (#29348) Wentao YeandGitHub 2025-11-24 19:49:01 -05:00
• c17610e2ba [Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339) Michael GoinandGitHub 2025-11-24 18:22:46 -05:00
• 71df2a57ef [Hybrid Allocator] Better layer padding strategy for gpt-oss eagle (#29303) Chen ZhangandGitHub 2025-11-24 14:28:32 -08:00
• 4dd42db566 Remove VLLM_SKIP_WARMUP tip (#29331) Tyler Michael SmithandGitHub 2025-11-24 17:16:05 -05:00
• 84371daf75 [Tests] Verify gpt_oss package is installed in harmony tests (#29336) Nick HillandGitHub 2025-11-24 14:04:31 -08:00
• f32c7d6f54 [Model Runner V2] Simplify Eagle bookkeeping with num_rejected (#29347) Woosuk KwonandGitHub 2025-11-24 13:54:59 -08:00
• 3cfa63ad99 [XPU]fix Kimi-VL-A3B-thinking on xpu (#29309) Yan MaandGitHub 2025-11-25 05:02:21 +08:00
• 4d6afcaddc [CI/Build] Moves to cuda-base runtime image while retaining minimal JIT dependencies (#29270) Benjamin BartelsandGitHub 2025-11-24 19:40:54 +00:00
• 97588c4d12 [Model Runner V2] Add minor clarification comments for Eagle (#29332) Woosuk KwonandGitHub 2025-11-24 11:28:56 -08:00