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• 15f40b20aa [fix][torch.compile] Fix cold-start compilation time increase by adding kv cache update to splitting ops (#33441) 3 people 2026-01-31 09:48:34 -05:00
• 793af538a3 [Doc] Update plugin deprecation notices (#33476) Cyrus LeungandGitHub 2026-01-31 22:48:28 +08:00
• 6f5e7cda57 support return prompt token ids in responses (#33378) cmunley1andGitHub 2026-01-31 06:04:20 -08:00
• 68feb76a6f [Misc] Replace deprecated interface seed_everything (#33474) Roy WangandGitHub 2026-01-31 21:38:39 +08:00
• 4cb59dea6a [Bugfix] Fix incompatibility between #33372 and #32863 (#33475) Cyrus LeungandGitHub 2026-01-31 21:21:32 +08:00
• 608b556507 [ez] Add structured torch.compile logs (#33213) Angela YiandGitHub 2026-01-31 05:00:54 -08:00
• f0a1c8453a [Frontend] Use new Renderer for Completions and Tokenize API (#32863) Cyrus LeungandGitHub 2026-01-31 20:51:15 +08:00
• 8980001c93 [perf] v1/spec_decode: skip softmax for all-greedy rejection sampling (#32852) caozuobaandGitHub 2026-01-31 17:51:26 +08:00
• 527bcd14d4 [ROCM] Enable aiter attn backend for qwen3-next model (#32492) jennyyyyzhenandGitHub 2026-01-31 01:03:57 -08:00
• f68e3ea4e1 [BugFix] Add synchronize in CutlassW4A8LinearKernel to ensure data is ready for use. (#33078) 4 people 2026-01-31 00:14:54 -08:00
• d5c41db35b [Kernel] [Helion] [3/N] Helion kernel registry (#33203) Yanan CaoandGitHub 2026-01-30 23:38:46 -08:00
• 1618e25492 [CPU][Feat] Enable KleidiAI accelerated int4 dynamic quant with BF16 activations on Arm CPUs (#33122) Fadi ArafehandGitHub 2026-01-31 07:16:22 +00:00
• f3888aca83 Add EAGLE3 support for AFMoE (#33111) AutumnAureliumandGitHub 2026-01-30 22:53:08 -08:00
• f0bca83ee4 Add support for Mistral Large 3 inference with Flashinfer MoE (#33174) 4 people 2026-01-31 07:48:27 +01:00
• 73419abfae [Bugfix] Handle Asym W4A16 (ConchLinearKernel) for CT (#33200) 3 people 2026-01-31 07:21:51 +01:00
• e77f162cf5 [Bugfix] Fix Qwen3ASR language asr tag in output (#33410) Nicolò LucchesiandGitHub 2026-01-31 06:24:49 +01:00
• 8ecd213c0b [Kernel] [Helion] [2/N] Helion kernel wrapper (#32964) Yanan CaoandGitHub 2026-01-30 20:53:01 -08:00
• 5b55c0bea7 [Attention] Clarify comment explaining attn_logits +1 dimension (#33427) Francesco FuscoandGitHub 2026-01-31 05:50:30 +01:00
• 15e0bb9c42 [Streaming -> Realtime] Rename all voxtral related classes, fn, files (#33415) Patrick von PlatenandGitHub 2026-01-31 05:49:00 +01:00
• 6c64c41b4a [ROCm][CI] Force max_num_seqs=1 on ROCm In test_sharded_state_loader to reduce flakiness (#33277) Micah WilliamsonandGitHub 2026-01-30 22:28:29 -06:00
• a2ef06e1b3 [Misc] offest -> offset in comments and variable names (#33444) Russell BryantandGitHub 2026-01-30 23:19:22 -05:00
• 0a3c71e7e5 [BugFix] Fix whisper FA2 + full cudagraphs (#33360) 4 people 2026-01-30 21:15:06 -07:00
• 29fba76781 [UX] Use gguf repo_id:quant_type syntax for examples and docs (#33371) Michael GoinandGitHub 2026-01-30 23:14:54 -05:00
• 9df152bbf6 [Misc] Algin Qwen3-VL-embedding image example outputs with HF repo example (#33419) Isotr0pyandGitHub 2026-01-31 11:36:56 +08:00
• 876a16f4fb [ModelRunner V2] Fix spec decoding + logprobs (#33391) Nick HillandGitHub 2026-01-30 19:33:26 -08:00
• aaa901ad55 [Attention] Move MLA forward from backend to layer (#33284) Matthew BonanniandGitHub 2026-01-30 22:30:00 -05:00
• 010ec0c30e [Deprecation] Deprecate seed_everything and scatter_mm_placeholders in v0.15 (#33362) Wentao YeandGitHub 2026-01-30 21:54:16 -05:00
• 64a40a7ab4 [Bugfix] Fix typo in read_offset variable name (#33426) Alberto FerrerandGitHub 2026-01-30 19:26:15 -06:00
• 31aedfe7d6 [Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366) Gregory ShtrasbergandGitHub 2026-01-30 19:05:23 -06:00
• 67ebaff528 Refactor NVFP4 Linear utils for ModelOpt and CT (#33201) Michael GoinandGitHub 2026-01-30 19:37:42 -05:00
• 2b465570e6 [CI][HPU]accelerate hpu test by skip python re-install and clean container name (#33286) Chendi.XueandGitHub 2026-01-30 15:36:29 -06:00
• 9ca66ecc10 Indicate compile mode in the benchmark results (#32990) Huy DoandGitHub 2026-01-30 12:34:36 -08:00
• c3a9752b0c [Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. (#32437) Pavani MajetyandGitHub 2026-01-30 10:30:46 -08:00
• f451b4558b [Quantization][ROCm] Fix MoE weight loading to be robust (Qwen3_MoE/Qwen3_next as example models) (#33173) xuebwang-amdandGitHub 2026-01-31 01:50:23 +08:00
• 3f96fcf646 fix QERL attention import path (#33432) 3 people 2026-01-30 12:29:09 -05:00
• 6c1f9e4c18 [Kernel] [Helion] [1/N] Add Helion ConfigManager (#32740) Yanan CaoandGitHub 2026-01-30 09:19:19 -08:00
• 67239c4c42 Fix encoder-decoder model disabling mm processor cache (#33236) Harry MellorandGitHub 2026-01-30 16:30:10 +00:00
• 8ece60768f [CI] Qwen3-ASR transcriptios tests (#33414) Nicolò LucchesiandGitHub 2026-01-30 17:17:56 +01:00
• fd0e377244 Support FP8 block quant for CompressedTensorsW8A16Fp8 (#33280) Michael GoinandGitHub 2026-01-30 11:15:20 -05:00
• f857a03f6b [QeRL] Layerwise Reloading (#32133) Kyle SayersandGitHub 2026-01-30 10:50:05 -05:00
• 74898a7015 [BugFix][LoRA] TritonExperts is ModularMoEPath for FP8 models (#33393) 3 people 2026-01-30 07:27:42 -08:00
• 8f5d51203b Disable Cascade Attention for Batch Invariance (#32561) 3 people 2026-01-30 07:00:46 -08:00
• ae5b7aff2b Improve Mistral format checks. (#33253) 3 people 2026-01-30 15:23:33 +01:00
• a11bc12d53 Fix test_moe.py for Transformers v5 (#33413) Harry MellorandGitHub 2026-01-30 14:03:25 +00:00
• 58cb55e4de [Doc] Enhance documentation around CPU container images (#32286) Nathan WeinbergandGitHub 2026-01-30 08:36:20 -05:00
• cf896ae0e3 [Misc] Clean up HIDDEN_DEPRECATED_METRICS after metric removal (#33323) 3 people 2026-01-30 21:31:17 +08:00
• c5113f60f2 Remove deprecated reasoning_content message field (#33402) Harry MellorandGitHub 2026-01-30 11:48:15 +00:00
• 174f16700b [Doc] [ROCm] Update Documentation to reflect v0.15.0 release (#33388) vllmellmandGitHub 2026-01-30 19:06:08 +08:00
• 8e2ad97ad0 [BUGFIX] Pixtral cannot be loaded with --limit-mm-per-prompt 0 (#33406) Julien DenizeandGitHub 2026-01-30 11:52:02 +01:00
• 10152d2194 [Realtime API] Adds minimal realtime API based on websockets (#33187) 3 people 2026-01-30 11:41:29 +01:00
• 1a7894dbdf [Misc] Replace Optional[X] with X | None syntax (#33332) 3 people 2026-01-30 17:56:59 +08:00
• c87eac18f7 [Refactor] Move MM item count validation outside of processor (#33396) Cyrus LeungandGitHub 2026-01-30 17:27:31 +08:00
• f45870b53f fix: allow LFM2 MoE prefix caching (align) (#33376) tianshu-Michael-yuandGitHub 2026-01-30 00:23:14 -08:00
• ba45bedfd1 [model] Add support for openPangu7B-VL (#32449) 3 people 2026-01-30 15:54:27 +08:00
• 9432ed8c7e Explicitly set return_dict for apply_chat_template (#33372) Harry MellorandGitHub 2026-01-30 07:27:04 +00:00
• 726d89720c [CI] Enable mypy import following for vllm/spec_decode (#33282) Lucas KabelaandGitHub 2026-01-29 22:43:32 -08:00
• d334dd26c4 Move decode context parallel validationn to ParallelConfig (#33239) Harry MellorandGitHub 2026-01-30 06:18:41 +00:00
• 070c811d6f [CI][AMD] Skip 4 GPUs testgroup ray tests (#33305) 3 people 2026-01-29 23:39:53 -06:00
• 8bfc8d5600 [Models] Refactor Kimi-K2.5 weight loading (#33346) Isotr0pyandGitHub 2026-01-30 13:31:20 +08:00
• ec51831a22 [BugFix] Disable async scheduling for Mamba prefix caching (#33352) Harry HuangandGitHub 2026-01-30 12:40:19 +08:00
• 80b918f2bd Fix tie_word_embeddings for multimodal models in Transformers v5 (#33359) Harry MellorandGitHub 2026-01-30 03:37:39 +00:00
• c46b0cd0af [Model][Multimodal] Add explicit MusicFlamingo adapter (#32696) Wang HaoyuandGitHub 2026-01-30 11:01:29 +08:00
• 133765760b [Docs] Adding links and intro to Speculators and LLM Compressor (#32849) v0.16.0rc0 3 people 2026-01-29 22:12:35 +00:00
• bfb9bdaf3f [Bugfix] Enable Triton MoE for FP8 per-tensor dynamic (#33300) Michael GoinandGitHub 2026-01-29 15:15:17 -05:00
• 2284461d02 [release] Minor fixes to release annotation and wheel upload (#33129) Kevin H. LuuandGitHub 2026-01-29 12:09:35 -08:00
• 8e2a469b3b Add Triton fused MoE config for B200 (Nemotron Nano) (#32804) daniserebandGitHub 2026-01-29 21:21:33 +02:00
• 23591e631e [Bugfix][Kernel] Fix negative memory offset in GDN Triton kernel (#33326) CarstyYouandGitHub 2026-01-30 02:40:11 +08:00
• 0493d897c4 [NVIDIA] [feat] Integrate flashinfer Trtllmgen bf16 moe (#32954) LindaandGitHub 2026-01-29 19:00:13 +01:00
• 8c8ebeb941 [BUGFIX][XPU] fix memory check after XPU reuse GPU_worker (#33358) Chendi.XueandGitHub 2026-01-29 11:56:30 -06:00
• 831453fcef [Chore] Move MediaConnector to vllm.multimodal.media (#33324) Cyrus LeungandGitHub 2026-01-30 00:54:31 +08:00
• 5a66c9cc76 [ez] Delete torch25_custom_graph_pass (#33287) Angela YiandGitHub 2026-01-29 08:47:05 -08:00
• 5e73e4900c [Bugfix] Fix broken GLM-OCR initialization (#33350) Isotr0pyandGitHub 2026-01-29 23:56:05 +08:00
• c6e7404cc5 [Multimodal] Simplify MM input definitions (#33331) Cyrus LeungandGitHub 2026-01-29 21:32:04 +08:00
• 17b17c0684 [Backport] [Kimi-K2.5] Replace torch.cuda with current_platform for d… (#33320) sthWrongandGitHub 2026-01-29 20:29:17 +08:00
• 8bb6271c77 [Intel GPU] refine xpu worker (#32894) Kunshang JiandGitHub 2026-01-29 20:26:52 +08:00
• 8b3f0a99dd [Models] Qwen3-ASR (#33312) Roger WangandGitHub 2026-01-29 03:27:15 -08:00
• 8311f083bd [Bugfix][CPU] Fix thread num for shared memory communication (#33317) 3 people 2026-01-29 19:26:58 +08:00
• 40c35038d2 [Voxtral] Streaming example (#33042) 3 people 2026-01-29 12:22:49 +01:00
• a5aa4d5c0f [Quantization][Refactor] use platform dict to choose kernel (#33130) zofiaandGitHub 2026-01-29 18:44:58 +08:00
• 615e8033e5 [Bug Fix] Handle variable-length tensors in MultiModalFlatField batching (#31751) 3 people 2026-01-29 10:42:59 +00:00
• d09135fbd0 [BugFix] Async Eplb fix potential race condition (#32881) Ilya MarkovandGitHub 2026-01-29 11:31:40 +01:00
• 8688c3d460 [fix] tesdt mcp_tool_calling_streaming with a more complex math question (#32769) daniel-salibandGitHub 2026-01-29 02:25:58 -08:00
• 5400014d55 [Chore] Remove use_data_parallel kwargs from ViT implementation (#33310) Isotr0pyandGitHub 2026-01-29 18:20:52 +08:00
• 3a92c6f3b5 [Misc] Cleanup Kimi-K2.5's vision chunk modality entrypoints (#33157) Isotr0pyandGitHub 2026-01-29 17:46:02 +08:00
• e01ff5c070 Bugfix: Pass router logits dtype in nemotron shared experts (#32669) amirkl94andGitHub 2026-01-29 01:36:34 -08:00
• fb946a7f89 Make mypy opt-out instead of opt-in (#33205) Harry MellorandGitHub 2026-01-29 09:12:26 +00:00
• a650ad1588 [Misc] Remove missed pad_for_cudagraph (#33283) Lucas WilkinsonandGitHub 2026-01-29 02:12:05 -07:00
• d697581a7c [Doc] Update outdated link to Ray documentation (#32660) graftimandGitHub 2026-01-29 09:56:06 +01:00
• 5eeba80c74 Adding optional speculator tests for larger models (#32943) shanjiazandGitHub 2026-01-29 03:54:02 -05:00
• 08b1195e62 [PluggableLayer][2/N] Apply PluggableLayer to linear layers (#33152) whxandGitHub 2026-01-29 16:53:15 +08:00
• 3bba2edb0f support returning tokenids in responses api (#33212) cmunley1andGitHub 2026-01-29 00:52:39 -08:00
• 53fc166402 [BugFix] Fix EPLB fail for MoeFP4 model with Marlin backend (#33262) Ilya MarkovandGitHub 2026-01-29 09:52:11 +01:00
• 31b25f6516 [Doc]: fixing multiple typos in diverse files (#33256) 3 people 2026-01-29 09:52:03 +01:00
• 09a977e897 Merge branch 'main' into vllm-dashboard Roy WangandGitHub 2026-01-29 16:51:43 +08:00
• abb34ac43a [Bugfix] Fix Qwen3-VL-Reranker load. (#33298) 3 people 2026-01-29 16:42:53 +08:00
• 2515bbd027 [CI/Build][BugFix] fix cuda/compat loading order issue in docker build (#33116) 3 people 2026-01-29 00:19:05 -08:00
• c487a8eef4 [Release] [ROCm] Remove old build step (#33316) TJianandGitHub 2026-01-29 15:35:51 +08:00
• 9e138cb01d [Misc][Build] Lazy load cv2 in nemotron_parse.py (#33189) Kiersten StokesandGitHub 2026-01-29 00:55:50 -06:00
• f176443446 [Release] [CI] Optim release pipeline (#33156) v0.15.0 releases/v0.15.0 TJianandkhluu 2026-01-29 14:45:42 +08:00
• f9d03599ef [Release] [CI] Optim release pipeline (#33156) TJianandGitHub 2026-01-29 14:45:42 +08:00