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• bd4c1e6fdb Support for LlamaForSequenceClassification (#20807) Minkyu KimandGitHub 2025-07-13 16:09:34 +09:00
• 99b4f080d8 Renable google/gemma-3-1b-it accuracy test. (#20866) QiliangCuiandGitHub 2025-07-12 21:48:56 -07:00
• 020f58abcd [Core] Support multiple tasks per model (#20771) 3 people 2025-07-13 04:40:11 +02:00
• c1acd6d7d4 [Refactor] Change the way of import triton (#20774) Wentao YeandGitHub 2025-07-12 22:39:55 -04:00
• 3b3b778d4a [Bugfix] Fix a couple PPLX+CUTLASS MoE bugs (#20825) ElizaWszolaandGitHub 2025-07-13 04:39:14 +02:00
• 42d440c22b [Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) Wentao YeandGitHub 2025-07-12 22:38:45 -04:00
• f45a332886 [Sched] Enhance the logic to remove stopped requests from queues (#20739) Woosuk KwonandGitHub 2025-07-12 15:33:13 -07:00
• 6e2c176e1f [Bugfix] Restrict Machete to only run on Hopper (#20830) Michael GoinandGitHub 2025-07-13 02:34:40 +09:00
• a86754a12b [docs] convert supported configs to table (#20858) ReidandGitHub 2025-07-12 21:54:50 +08:00
• c2a2f19aba [Bugfix] Fix Tensor Parallelism Padding Consistency in Granite Models (#20843) Alex BrooksandGitHub 2025-07-12 07:11:30 -06:00
• 2c11a738b3 [Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) Congcong ChenandGitHub 2025-07-12 06:02:10 -07:00
• b639327ad9 Revert "Use NVCC --compress-mode to reduce binary size by 30% #20694" (#20853) Michael GoinandGitHub 2025-07-12 15:07:35 +09:00
• 4afe687a82 Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419) ZhiyuandGitHub 2025-07-11 23:07:16 -07:00
• 5de8d9f111 Remove extra tensor on CPU (#20693) Maximilien de BayserandGitHub 2025-07-12 03:06:34 -03:00
• c1c8ca57ff [cold start time] add envs.VLLM_COMPILE_DEPYF to guard decompile (#20790) Boyuan FengandGitHub 2025-07-11 23:06:13 -07:00
• a3a5a47e48 [Bugfix] Fix torch.compile x LoRA for PyTorch 2.8 (#20823) Richard ZouandGitHub 2025-07-12 02:06:04 -04:00
• fb25e95688 [Docs] Update basic.md (#20846) Lucia FangandGitHub 2025-07-12 14:05:32 +08:00
• 0d4891cd03 [Bug] Fix DeepGemm for EP low latency case (#20833) Wentao YeandGitHub 2025-07-12 02:05:12 -04:00
• f56d2996ca [Misc] Respect no_use_tqdm_on_load flag while capturing CUDA graph (#20834) lkchenandGitHub 2025-07-11 23:04:45 -07:00
• 147afb448b [Bugfix] Replace unavailable video url in multimodal test (#20854) Isotr0pyandGitHub 2025-07-12 13:25:39 +08:00
• 3c7d942da8 [Frontend] Abstract prompt and SpeechToTextConfig for transcriptions models (#20637) Nicolò LucchesiandGitHub 2025-07-12 06:33:26 +02:00
• 890323dc1b [Bugfix] : Fix typo - logger.warn_once -> logger.warning_once (#20852) Varun Sundar RabindranathandGitHub 2025-07-12 07:56:24 +04:00
• 01cae37713 [CI/Build] Ensure compatability with Transformers v4.53 (#20541) Isotr0pyandGitHub 2025-07-12 11:53:07 +08:00
• 11c0198615 [Bugfix] Fix tensor parallel issue in Qwen3 reranker weight loading (#20682) 3 people 2025-07-12 11:52:43 +08:00
• b1235c3e10 [Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break not-cuda-alike devices (#20822) Li, JiangandGitHub 2025-07-12 11:52:05 +08:00
• 44d02f54db [Misc] Restrict deep_gemm's log output (#20827) Jee Jee LiandGitHub 2025-07-12 11:50:42 +08:00
• a8593237c0 Add pynccl all-gatherv and reducescatterv (#20154) 3 people 2025-07-11 18:59:23 -07:00
• fc0f41d10a Integration SM100 FlashInfer fused allreduce RMSNorm (#20691) 3 people 2025-07-12 03:58:15 +02:00
• 7b828e30d5 [CI Bug] Fix Async Engine, Inputs, Utils, Worker Test: 'State' object has no attribute 'enable_server_load_tracking' (#20845) Wentao YeandGitHub 2025-07-11 21:57:24 -04:00
• 5f0af36af5 Update kimi-k2 tool calling docs, enable unit tests (#20821) 4 people 2025-07-12 04:16:14 +08:00
• 0d21b2664c [Bugfix] Fix OOM in language generation test (#20814) 3 people 2025-07-12 02:21:52 +08:00
• 32e4481626 [Attention] MLA - cutlass decode with unresticted num_heads mla_decode_any_head Alexander Matveev 2025-07-11 13:37:33 -04:00
• 9907fc4494 [Docs] Data Parallel deployment documentation (#20768) Nick HillandGitHub 2025-07-11 17:42:10 +01:00
• d47661f0cd [Kernel] Basic tuned configs for NVFP4 CUTLASS dense GEMM (#20646) Michael GoinandGitHub 2025-07-12 01:05:33 +09:00
• 53fa457391 [Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449) 3 people 2025-07-11 10:51:46 -04:00
• ab153be252 take 2 gpu_ids2 Tyler Michael Smith 2025-07-11 14:42:44 +00:00
• 6fb162447b [doc] fix ordered list issue (#20819) ReidandGitHub 2025-07-11 21:49:46 +08:00
• 66177189c5 [Bugfix] Add missing field to TritonLanguagePlaceholder (#20812) Li, JiangandGitHub 2025-07-11 20:25:11 +08:00
• b4f0b5f9aa Temporarily suspend google/gemma-3-1b-it. (#20722) QiliangCuiandGitHub 2025-07-11 04:21:26 -07:00
• cbd14ed561 [Bugfix] Refactor /invocations to be task-agnostic (#20764) Cyrus LeungandGitHub 2025-07-11 18:20:54 +08:00
• 7bd4c37ae7 [Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). (#19825) 4 people 2025-07-11 02:23:23 -07:00
• 8020e98c9f [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) Jee Jee LiandGitHub 2025-07-11 16:01:13 +08:00
• 762be26a8e [Bugfix] Upgrade depyf to 0.19 and streamline custom pass logging (#20777) Luka GovedičandGitHub 2025-07-11 03:15:22 -04:00
• 6a9e6b2abf [doc] fold long code block (#20795) ReidandGitHub 2025-07-11 14:16:41 +08:00
• 5d09152ff1 [V1] Enable Mamba2 layers other than MambaMixer2 in the v1 engine (#20660) nopperlandGitHub 2025-07-11 14:53:31 +09:00
• 31d5c1797f [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 3 people 2025-07-11 00:56:28 -04:00
• 35514b682a [XPU] XCCL support enabled in torch 2.8.0.dev nightly builds (#20705) Ratnam ParikhandGitHub 2025-07-10 20:39:52 -07:00
• e2de455c34 [Feature] Integrate SM100 DeepGEMM support (#20087) Wentao YeandGitHub 2025-07-10 23:18:05 -04:00
• 5b032352cc [Attention] MLA - Flashinfer Ragged Prefill (#20034) Alexander MatveevandGitHub 2025-07-10 23:17:47 -04:00
• 922f316441 [Model] Support HF format of minimax (#20211) Michael GoinandGitHub 2025-07-11 11:55:21 +09:00
• 5923ab9524 [fix]: disable cutlass block scaled group gemm for EP (#20781) Duncan MossandGitHub 2025-07-10 19:39:18 -07:00
• 0cf893cae1 Add kimi-k2 tool parser (#20789) 4 people 2025-07-11 10:36:23 +08:00
• cf75cd2098 [CI Bugfix] Specify same TORCH_CUDA_ARCH_LIST for flashinfer aot and install (#20772) Michael GoinandGitHub 2025-07-11 10:16:01 +09:00
• b854321ffe [Docs] Lazy import gguf (#20785) Simon MoandGitHub 2025-07-10 16:06:37 -07:00
• 37cf1f27f2 hack 2 gpu-ids Tyler Michael Smith 2025-07-10 18:56:08 -04:00
• 45ea3c31a2 hack Tyler Michael Smith 2025-07-10 18:35:43 -04:00
• df866cfebf update Tyler Michael Smith 2025-07-10 18:27:59 -04:00
• 29596317b0 barrier Tyler Michael Smith 2025-07-10 18:20:25 -04:00
• 5b6fe23d05 [Bugfix][Benchmark] Make sure the output length > 0 when testing prefill workload. (#20786) 3 people 2025-07-10 14:52:46 -07:00
• f0c98cae27 [Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648) 3 people 2025-07-10 17:40:38 -04:00
• 574ad60db9 [KVConnector] Always call connector clear_metadata() at end of step (#20756) 3 people 2025-07-10 22:37:27 +01:00
• 1db4b78a13 Mock gguf in doc build fix-doc-build Simon MoandGitHub 2025-07-10 13:39:35 -07:00
• fdadb6f43a [Bugfix] Fused MoE Modular Kernel chunking loop (#20392) 3 people 2025-07-10 16:31:10 -04:00
• 41060c6e08 [Core] Add Support for Default Modality Specific LoRAs [generate / chat completions] (#19126) Alex BrooksandGitHub 2025-07-10 14:09:37 -06:00
• 3de2ed767f [Bugfix] Remove assertion of expert_map being None (#20714) Ming YangandGitHub 2025-07-10 12:55:22 -07:00
• 299252ea82 [CI] Fix pre commit issue (#20782) Wentao YeandGitHub 2025-07-10 15:48:13 -04:00
• d6902ce79f [V0][V1][Core] Add outlines integration for V1, and update V0 integration. (#15975) Nathan HoosandGitHub 2025-07-10 14:30:26 -05:00
• 7b86860ff5 fix? Tyler Michael Smith 2025-07-10 15:17:07 -04:00
• f386a9e56c add gpu-ids Tyler Michael Smith 2025-07-10 15:08:47 -04:00
• 5e53c89a74 [Bugfix] [CI] Fix Tensorizer LoRA test (#20760) Sanger SteelandGitHub 2025-07-10 15:07:06 -04:00
• c66e38ea4c [Test] Remove docker build from test. (#20542) QiliangCuiandGitHub 2025-07-10 11:21:58 -07:00
• 251595368f Fix DeepSeek-R1-0528 chat template (#20717) 3 people 2025-07-10 19:47:36 +02:00
• 4bed167768 [Model][VLM] Support JinaVL Reranker (#20260) shineran96andGitHub 2025-07-11 01:43:43 +08:00
• b140416abf [Model] Add reason parser for Hunyuan A13B Model. (#20625) AsherandGitHub 2025-07-11 00:33:26 +08:00
• 5b8366b61a [ROCm][Regression] Remove tensor creation that harms performance on ROCm (#20741) Gregory ShtrasbergandGitHub 2025-07-10 12:22:23 -04:00
• c7753a9809 [Hardware][CPU] Vllm int8 quantization enablement for ARM CPU (#14129) nishith-fujitsuandGitHub 2025-07-10 21:29:04 +05:30
• 4b9a9435bb Update Dockerfile FlashInfer to v0.2.8rc1 (#20718) Michael GoinandGitHub 2025-07-11 00:09:02 +09:00
• 3482fd7e4e [Doc] Add engine args back in to the docs (#20674) Harry MellorandGitHub 2025-07-10 16:02:40 +01:00
• 77f77a951e [Misc] Clean up mark to fork process in BNB tests (#20692) Isotr0pyandGitHub 2025-07-10 21:59:40 +08:00
• 1a4f35e2ea Normalize lm-eval command between baseline and correctness test (#18560) Michael GoinandGitHub 2025-07-10 22:27:32 +09:00
• be1e128dfb [CI Bugfix] Skip failing Tensorizer+LoRA test (#20724) Michael GoinandGitHub 2025-07-10 21:15:03 +09:00
• 65393ee064 [doc] fix ordered list (#20749) ReidandGitHub 2025-07-10 18:13:52 +08:00
• dc221ad72d [Bugfix][Build][Non-CUDA] Only referencing CMAKE_CUDA_COMPILER_VERSION on CUDA where it is defined (#20738) Gregory ShtrasbergandGitHub 2025-07-10 05:58:11 -04:00
• 7571a4a7e5 [CI/Build] Fix Basic Models Test (#20728) Jee Jee LiandGitHub 2025-07-10 17:57:19 +08:00
• f67d986dd1 [Misc] loose new-model tagger conditions (#20747) Isotr0pyandGitHub 2025-07-10 17:54:47 +08:00
• cc876d0f29 [KVConnector] Aggregate finished requests on the scheduler (#19555) Or OzeriandGitHub 2025-07-10 11:22:18 +03:00
• fdfd409f8f [TPU][Core]Make load weight exceed hbm error more instructive for customers (#20644) ChenyaaangandGitHub 2025-07-10 00:01:17 -07:00
• ffbcc9e757 [BugFix] Fix VllmConfig() construction on all platforms (#20695) Nick HillandGitHub 2025-07-10 08:00:20 +01:00
• 59389c927b [BugFix][CPU] Fix CPU worker dependency on cumem_allocator (#20696) Nick HillandGitHub 2025-07-10 07:24:20 +01:00
• 8f2720def9 [Frontend] Support Tool Calling with both tool_choice='required' and $defs. (#20629) ChaunceyandGitHub 2025-07-10 13:56:35 +08:00
• ad6c2e1a0b Correct PPMissingLayer handling in Deepseek-V2-Lite PP deployment (#20665) Seiji EicherandGitHub 2025-07-09 20:34:40 -07:00
• 49e8c7ea25 Use NVCC --compress-mode to reduce binary size by 30% (#20694) Michael GoinandGitHub 2025-07-10 10:26:48 +09:00
• 805d62ca88 [Misc] DP : Add ExpertTokensMetadata (#20332) 3 people 2025-07-09 20:33:14 -04:00
• b7d9e9416f [CI/Build] Fix FlashInfer double build in Dockerfile (#20651) Michael GoinandGitHub 2025-07-10 08:41:56 +09:00
• 7c12a765aa [Misc] Simplify the prefix caching logic on draft tokens (#20701) Woosuk KwonandGitHub 2025-07-09 14:48:35 -07:00
• cd587c93ef [BugFix]: Properly set engine_id when using multi connector (#19487) 4 people 2025-07-10 04:32:44 +08:00
• 332d4cb17b [Feature][Quantization] MXFP4 support for MOE models (#17888) 3 people 2025-07-09 22:19:02 +02:00
• bf03ff3575 [Kernel] Add Conch backend for mixed-precision linear layer (#19818) Jacob ManningandGitHub 2025-07-09 16:17:55 -04:00
• 47043eb678 [Kernel] Triton implementation of causal-conv1d for Mamba-based models (#18218) 5 people 2025-07-09 15:53:55 -04:00
• 31b96d1c64 Support Llama 4 for cutlass_moe_fp4 (#20453) Michael GoinandGitHub 2025-07-10 04:53:38 +09:00