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• 05f47bd8d2 [Doc] Fix: Correct vLLM announcing blog post link in docs (#31868) Festus Ayobami OwumiandGitHub 2026-01-07 18:06:42 +00:00
• bf184a6621 Enable quantized attention in NemotronH models (#31898) roikoren755andGitHub 2026-01-07 19:37:19 +02:00
• 30399cc725 UX: add vLLM env info in '/server_info' (#31899) Jee Jee LiandGitHub 2026-01-08 01:13:02 +08:00
• b89443b8d9 [KVConnector]: Enable Cross-layers KV cache layout for MultiConnector (#30761) Kfir ToledoandGitHub 2026-01-07 18:59:43 +02:00
• 1d9e9ae8a4 [Bugfix]: prevent leaking tokens in crash log (#30751) Marko RosenmuellerandGitHub 2026-01-07 17:15:19 +01:00
• b7036c87a1 [Refactor] Clean up pooler modules (#31897) Cyrus LeungandGitHub 2026-01-08 00:07:43 +08:00
• cc6dafaef2 [Perf][Kernels] Enable FlashInfer DeepGEMM swapAB on SM90 (for W8A8 Linear Op) (#29213) 3 people 2026-01-07 07:53:54 -08:00
• 1ab055efe6 [OpenAI] Extend VLLMValidationError to additional validation parameters (#31870) R3hankhanandGitHub 2026-01-07 20:15:49 +05:30
• b665bbc2d4 [Chore] Migrate V0 attention utils (#31891) Cyrus LeungandGitHub 2026-01-07 21:44:36 +08:00
• 974138751b [Refactor] GLM-ASR Modeling (#31779) 3 people 2026-01-07 21:08:29 +08:00
• 41cfa50632 [ROCm][AITER] fix wrong argument passed to AITER flash_attn_varlen_func (#31880) vllmellmandGitHub 2026-01-07 12:25:03 +01:00
• d111bc53ad [Bugfix][MTP] Fix GLM4 MoE fp8 loading with MTP on (#31757) Andy LiuandGitHub 2026-01-07 01:18:52 -08:00
• 0790f07695 [Misc] Improve error messages for unsupported types and parameters (#30593) 3 people 2026-01-07 01:00:16 -08:00
• c2bfb1def1 docs: Update Kimi-K2.5 model name and remove video support marker wanglinian 2026-01-07 08:59:10 +00:00
• 5f54da5e7e Rename K2VL to KimiK25 wanglinian 2026-01-07 08:50:39 +00:00
• 1f33e38e81 [Model] Cleanup: Remove redundant manual definition of make_empty_intermediate_tensors in GLM-4-MoE (#31869) maangandGitHub 2026-01-07 16:18:28 +08:00
• 59fe6f298e [XPU]fallback to TRITON_ATTN on xpu when use float32 dtype (#31762) sihao_liandGitHub 2026-01-07 16:10:29 +08:00
• e7596371a4 [Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808) weiyuandGitHub 2026-01-07 00:07:16 -08:00
• 0dd5dee9b9 [Bugfix][Kernel] fix bias adding in triton kernel implemented fused moe (#31676) xuebwang-amdandGitHub 2026-01-07 15:36:13 +08:00
• 875d970dd0 refactor(k2vl): remove unused video-chunk config params wanglinian 2026-01-07 07:15:54 +00:00
• 4614c5a539 [Bugfix][Hardware][AMD] Consolidate FP8 min/max values helper function (#31106) 3 people 2026-01-07 00:55:03 -06:00
• 482914849c [BugFix] LoRA: Support loading base_layer of experts (#31104) ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟andGitHub 2026-01-07 08:49:39 +02:00
• efeaac92f2 [Bugfix] Fix race condition in async-scheduling for vlm model (#31841) tianshu-Michael-yuandGitHub 2026-01-06 22:45:10 -08:00
• 55caa6051d refactor: find_loaded_library (#31866) 3 people 2026-01-07 14:42:20 +08:00
• c7a79d41a0 [Attention][3/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31850) Lucas WilkinsonandGitHub 2026-01-07 00:31:34 -05:00
• 6409004b26 [ROCm][AITER] bugfix accuracy regression in ROCM_AITER_TRITON_MLA backend (#31816) vllmellmandGitHub 2026-01-07 06:04:53 +01:00
• aafd4d2354 [Chore] Try remove init_cached_hf_modules (#31786) Cyrus LeungandGitHub 2026-01-07 12:34:04 +08:00
• 0a2c2dc3f1 fixed mypy warnings for files vllm/v1/attention with TEMPORARY workaround (#31465) 4 people 2026-01-06 23:08:47 -05:00
• f09c5feb7c Change warning in get_current_vllm_config to report caller's line number (#31855) Tyler Michael SmithandGitHub 2026-01-06 22:48:13 -05:00
• a0a0fb6075 [Model] Refactor K2VL ViT to use MMEncoderAttention wanglinian 2026-01-07 03:36:23 +00:00
• 1b8af957f6 [Doc] Update release docs (#31799) Cyrus LeungandGitHub 2026-01-07 11:27:40 +08:00
• a051525e07 [Model] Enable LoRA support for PaliGemma (#31656) 3 people 2026-01-06 21:09:32 -05:00
• 5b833be49e [1/2][lmcache connector] clean up lmcache multi-process adapter (#31838) Yihua ChengandGitHub 2026-01-06 18:02:42 -08:00
• 873480d133 [Misc][BE] Type coverage for vllm/compilation [1/3] (#31554) Lucas KabelaandGitHub 2026-01-06 17:37:51 -08:00
• 6f351548b2 [Frontend] Implement robust video frame recovery for corrupted videos (#29197) vSeamarandGitHub 2026-01-06 17:13:24 -08:00
• 364a8bc6dc [ROCm][CI] Fix plugin tests (2 GPUs) failures on ROCm and removing VLLM_FLOAT32_MATMUL_PRECISION from all ROCm tests (#31829) Andreas KaratzasandGitHub 2026-01-06 19:12:23 -06:00
• 9a1d20a89c [CI] Add warmup run in test_fusion_attn (#31183) 3 people 2026-01-06 16:31:52 -08:00
• 309a8f66ee [Bugfix] Handle mistral tokenizer in get_hf_processor (#31817) Cyrus LeungandGitHub 2026-01-07 07:46:56 +08:00
• e5d427e93a [ROCm][CI] Pinning timm lib version to fix ImportError in Multi-Modal Tests (Nemotron) (#31835) Andreas KaratzasandGitHub 2026-01-06 17:23:11 -06:00
• 2a42ae790d [ROCm][CI] Fix ModernBERT token classification test numerical accuracy on ROCm (#31820) Andreas KaratzasandGitHub 2026-01-06 17:21:15 -06:00
• d49899732e [Spec Decode][UX] Add acceptance stats to vllm bench serve report (#31739) 4 people 2026-01-06 16:21:42 -05:00
• dba95378a6 Report error log after vllm bench serve (#31808) Elvir CrnčevićandGitHub 2026-01-06 21:24:19 +01:00
• ada6f91d56 Fix RecursionError in MediaWithBytes unpickling (#31191) Nikhil GandGitHub 2026-01-06 12:11:26 -08:00
• 8becf146bd [Quantization][Refactor] Move CPU GPTQ kernel into MP linear (#31801) 3 people 2026-01-07 03:10:18 +08:00
• c07163663d [ROCm][CI] Fix tests/compile unit tests (#28895) 4 people 2026-01-06 12:50:43 -06:00
• f7008ce1c4 [Perf] Async Scheduling + Speculative Decoding + Structured Outputs (#29821) 3 people 2026-01-06 13:50:37 -05:00
• 4e67a8f616 [Bugfix] Fix GLM-4 MoE router logits dtype for data parallel chunking (#31055) Yakine TahtahandGitHub 2026-01-06 18:57:56 +01:00
• 142c4d1738 make 500: InternalServerError more informative (#20610) Masataro AsaiandGitHub 2026-01-06 12:36:24 -05:00
• 6f5e653383 [Log] add log about gpu worker init snapshot and requested memory (#29493) Ning XieandGitHub 2026-01-07 01:32:55 +08:00
• 22dffca982 [PERF] Speed-up of GDN attention decode part (Qwen3-Next) (#31722) Vadim GimpelsonandGitHub 2026-01-06 21:32:46 +04:00
• 4c73be14e0 [Attention][2/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31774) 3 people 2026-01-06 12:32:14 -05:00
• 2f4bdee61e [Quantization][MoE] remove unused ep logic from moe marlin (#31571) 3 people 2026-01-07 01:07:19 +08:00
• 28c94770ad [NemotronH] Use ReplicatedLinear for fc1_latent_proj (#31807) roikoren755andGitHub 2026-01-06 18:00:40 +02:00
• af8fd73051 [MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593) 3 people 2026-01-06 10:47:04 -05:00
• d3e477c013 [MoE Refactor] Add Temporary Integration Tests - H100/B200 (#31759) 3 people 2026-01-06 10:34:17 -05:00
• 02809af1e7 [Bugfix]: Fix cross attention backend selection for Turing GPU (#31806) Isotr0pyandGitHub 2026-01-06 23:15:56 +08:00
• cbd4690a03 [LoRA]Disable linear LoRA kernel PDL (#31777) Jee Jee LiandGitHub 2026-01-06 23:12:25 +08:00
• 96860af655 [Model] rename use_pad_token to use_sep_token (#31784) wang.yuqiandGitHub 2026-01-06 22:16:04 +08:00
• 0202971a48 [Frontend] Support GLM-4.5 / GLM-4.7 with enable_thinking: false (#31788) ChaunceyandGitHub 2026-01-06 21:53:21 +08:00
• 2c1a4f2488 [Bugfix]: avoid overriding audio/text kwargs (Qwen3-Omni) (#31790) Jzz1943andGitHub 2026-01-06 20:59:17 +08:00
• 6444824873 [Misc] Implement TokenizerLike.convert_tokens_to_ids (#31796) Cyrus LeungandGitHub 2026-01-06 20:08:22 +08:00
• bf0f3a4638 [Bugfix] Fix torch.compile error for DP + MoE on CPU Backend (#31650) kzwrimeandGitHub 2026-01-06 20:06:20 +08:00
• e0327c9db2 [Attention][1/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31773) Lucas WilkinsonandGitHub 2026-01-06 07:05:17 -05:00
• 14df02b4e1 [Chore] Cleanup mem_utils.py (#31793) Cyrus LeungandGitHub 2026-01-06 19:55:59 +08:00
• 6ebb66ccea [Doc] Fix format of multimodal_inputs.md (#31800) BlankRandGitHub 2026-01-06 03:30:24 -08:00
• 43d384bab4 [CI] Increase the MTEB_EMBED_TOL threshold to 5e-4. (#31797) wang.yuqiandGitHub 2026-01-06 19:30:05 +08:00
• db318326a5 [Misc] Use deprecated for seed_everything (#31780) Cyrus LeungandGitHub 2026-01-06 19:29:55 +08:00
• 799b5721f6 [cpu][bench] Add CPU paged attention benchmarks (#31720) Fadi ArafehandGitHub 2026-01-06 10:57:57 +00:00
• 97ca4c3b60 [Chore] Remove more V0 dead code from sequence.py (#31783) Cyrus LeungandGitHub 2026-01-06 18:25:14 +08:00
• ee2e69d6cd [Bugfix][CI/Build] Fix failing pooling models test due to Triton kernel accuracy diff (#31776) Isotr0pyandGitHub 2026-01-06 16:44:22 +08:00
• 7101e0851f [Models]: Use MMEncoderAttention for MoonViT (#31738) 5 people 2026-01-06 16:00:25 +08:00
• e9717801bd [Bugfix][ROCm] Fix Unsupported attention metadata type for speculative decoding in eagle.py (#31714) vllmellmandGitHub 2026-01-06 08:53:22 +01:00
• da71d44410 [Doc] Show that use_audio_in_video is supported in docs (#30837) Cyrus LeungandGitHub 2026-01-06 15:27:19 +08:00
• 1fb0209bbc [Bugfix][Hardware][AMD] Fix exception types in AITER MLA FP8 check (#31177) 3 people 2026-01-06 00:10:59 -06:00
• bd5bb72eb0 docs: add K2VL model to registry and supported models wanglinian 2026-01-06 04:01:24 +00:00
• 81323ea221 [CI] Fix CPU MM PRocessor Test (#31764) 3 people 2026-01-05 23:22:18 -05:00
• ffb3ecf3b8 refactor: address code review feedback wanglinian 2026-01-06 03:57:40 +00:00
• e1cd7a5faf [Bugfix] Add init_workspace_manager to moe kernel benchmarks (#31042) Michael GoinandGitHub 2026-01-05 22:14:33 -05:00
• a68e703c32 [UX] Add -ep shorthand for --enable-expert-parallel (#30890) Michael GoinandGitHub 2026-01-05 22:13:36 -05:00
• cd1245a184 [Cleanup] Remove redundant decoder_layer_type assignment in Qwen2 (#31760) maangandGitHub 2026-01-06 10:09:18 +08:00
• ffec815422 [Perf] Optimize additional fill(0) in cutlass moe, 2.9% E2E throughput improvement, 10.8% TTFT improvement (#31754) Wentao YeandGitHub 2026-01-05 21:01:13 -05:00
• d386ab1412 [Docs] Improve malformed exception caused by backslash line continuations (#31694) 4 people 2026-01-06 09:51:54 +08:00
• ccb309a964 Revert "[CI Failure] Disable B200 tests while runner is broken" (#31750) Michael GoinandGitHub 2026-01-05 20:26:33 -05:00
• 2f4e6548ef [Bugfix] vLLM produces invalid UTF-8 tokens and “�” (#28874) 3 people 2026-01-05 19:23:00 -05:00
• 3c98c2d21b [CI/Build] Allow user to configure NVSHMEM version via ENV or command line (#30732) 3 people 2026-01-05 15:56:08 -08:00
• 9513029898 [Bugfix] Properly apply v_scale for mimo_v2_flash (#31175) Michael GoinandGitHub 2026-01-05 18:20:46 -05:00
• f6c0009afa [Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742) 3 people 2026-01-05 18:18:38 -05:00
• 776ca1e187 [MoE Refactor] Aiter Experts for BF16 MoE (#31542) 3 people 2026-01-05 14:52:59 -08:00
• af9a7ec255 [Bug] Revert torch warning fix (#31585) Wentao YeandGitHub 2026-01-05 17:31:21 -05:00
• 276e03b92c [CI][DeepSeek] Add nightly DeepSeek R1 lm_eval tests on H200 (#30356) 3 people 2026-01-05 17:17:59 -05:00
• 32f4e4db00 [Cleanup] Remove deprecated fields from CachedRequestData class (#31734) Nick HillandGitHub 2026-01-05 13:07:14 -08:00
• ee21291825 [Model] Nemotron Parse 1.1 Support (#30864) 3 people 2026-01-05 23:00:14 +02:00
• af1b07b0c5 [docker] install cuda13 version of lmcache and nixl (#30913) Qidong SuandGitHub 2026-01-05 15:50:39 -05:00
• c77a993cc2 pin lora_b moe weights on cpu (#31317) gnovackandGitHub 2026-01-05 12:15:40 -08:00
• fdcc5176be [BugFix] Fix architecture flags to prevent issues on SM103 (#31150) Roberto L. CastroandGitHub 2026-01-05 21:11:35 +01:00
• 5708297e4e [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) Wang KunpengandGitHub 2026-01-06 04:03:18 +08:00
• 02dbb933cb Fix GLM-4.6v flash tool calling in transformers 5.x (#31622) baonudesifeizhaiandGitHub 2026-01-05 14:32:43 -05:00
• 51e38a8e30 [Misc] Enable Paligemma's PrefixLM attention mask computation (#31725) Isotr0pyandGitHub 2026-01-06 03:31:49 +08:00
• d8e38d4939 Triton Attention: Support cross-layers blocks (#30687) Or OzeriandGitHub 2026-01-05 21:29:16 +02:00
• 21156ff199 [Bugfix] Add missing extra_tensors arg to DeviceCommunicatorBase.disp… (#31644) khluu/test_ami kzwrimeandGitHub 2026-01-06 01:26:09 +08:00