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• f36fe52add [Core] Support sleep mode with extensible KV cache Nick HillandClaude Opus 4.8 2026-07-19 12:34:20 +01:00
• 391d918d4d [ModelRunner V2] Support packed KV cache layouts with extensible KV cache Nick HillandClaude Opus 4.8 2026-07-19 12:31:56 +01:00
• fca040885b [Core] Extensible KV cache: VMM driver probe/fallback, manual size support Nick HillandClaude Opus 4.8 2026-07-19 12:30:17 +01:00
• a7fd4c7482 [Core] Unify extensible KV cache state on ExtensibleKVCacheBuffers Nick HillandClaude Opus 4.8 2026-07-19 12:25:29 +01:00
• 5131691063 [ModelRunner V2] Support extensible KV cache; size KV from measured warmup memory 3 people 2026-07-19 10:18:17 +01:00
• 80e00e5ac6 [Core] Pick extensible KV cache memory from #47363 Nick HillandZhuohan Li 2026-07-19 10:06:42 +01:00
• 15cb8e140d [Multimodal] Allow keeping original image mode for ImageIO (#49159) Isotr0pyandGitHub 2026-07-20 21:42:45 +08:00
• f007cceb42 [KV Offload] Support self-describing KV events with TieringOffloadingSpec (#48679) 3 people 2026-07-20 06:41:58 -07:00
• 0a5069e4e3 [Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563) 3 people 2026-07-20 21:39:28 +08:00
• 83089b35d8 fix conflict yewentao256 2026-07-20 13:29:12 +00:00
• 8ce53a616e [Bugfix] Zero new KV blocks for quantized + sliding-window hybrid caches (#47574) 4 people 2026-07-20 09:18:17 -04:00
• ae10e855ab [Misc][Docs] Remove duplicate CodeGeex4 row in XPU model table (#47210) Lena OnyshchenkoandGitHub 2026-07-20 13:05:36 +03:00
• 530ee36a0d fix(openai): reject non-numeric logprobs with 400 instead of 500 (#49144) hclandGitHub 2026-07-20 18:04:50 +08:00
• d835ad572c [Bugfix][Rust Frontend] Map missing prompt logprobs for single-token prompts in chat and raw generate (#49111) Salt SatoandGitHub 2026-07-20 11:00:06 +01:00
• 47d0597ca2 [Misc][Docs] Fix broken csrc kernel links in fusions doc (#47211) 3 people 2026-07-20 12:44:25 +03:00
• 818cf61e91 [Rust Frontend] Fix macro-based content format detection (#49042) ReidandGitHub 2026-07-20 17:39:13 +08:00
• c01618fdc8 [Rust][Benchmark] Integrate vllm-bench to vllm-rs & vllm CLI (#48930) 3 people 2026-07-20 17:31:25 +08:00
• 823eaf667d [XPU] FP8 o_proj with fp8_bmm and load-time scale transpose (#48334) 4 people 2026-07-20 16:32:03 +08:00
• f1f1259692 [Rust Frontend] Use zero-copy slicing for multimodal tensors (#48781) 3 people 2026-07-20 11:28:25 +03:00
• df13b5aef5 [XPU] [MoE] add quant input when prepare for fusedmoe (#47122) 5 people 2026-07-20 15:47:26 +08:00
• 4938d44a3b [CPU] fixes heterogeneous NIXL KV transfer into CPU_ATTN decode workers (#47871) 3 people 2026-07-20 15:33:13 +08:00
• 37bf988c2f [XPU][Bugfix] Fix GroupCoordinator device_index (#47295) 3 people 2026-07-20 09:25:56 +02:00
• 9459fc6471 [Bugfix][RL] Set vLLM config during weight reload (#45989) aoshen02andGitHub 2026-07-20 15:02:56 +08:00
• 5245c80564 [Doc] Document blocks_per_chunk in the KV offloading guide (#49100) 3 people 2026-07-20 09:48:43 +03:00
• 9bc266d923 [Bugfix][KV Offload] Propagate EAGLE mode to SimpleCPU coordinator (#49071) 3 people 2026-07-19 23:39:11 -07:00
• 5c9f6557d7 [Hardware][CPU] Enable granite-4 model on cpu (#47641) 7 people 2026-07-20 11:45:16 +05:30
• dcfebf93f4 [Bugfix] Fix logprobs token-string collision from SentencePiece space… (#48674) 5 people 2026-07-20 12:17:18 +08:00
• 752bd10647 [ROCm][CI] Fix sparse MLA metadata sync fixture (#49128) 3 people 2026-07-19 23:02:03 -05:00
• 2730b657c4 [Bugfix] Fix broken NVVM caused by CuteDSL 4.6.0 (#49108) Thien TranandGitHub 2026-07-20 10:45:56 +08:00
• 1dcbbd9cac [CI] Move compatible 1xL4 jobs to H200 35GB MIG (#43024) 5 people 2026-07-19 19:21:25 -07:00
• ace9fda495 [CI/Build][BugFix][The Rock][AMD] Add spawn method in vision examples to avoid reinitialization (#47932) 3 people 2026-07-19 13:41:52 -05:00
• ef0aa7ca2f [ROCm] [Release] [Per-commit] Reenable per commit rocm wheel (#49044) TJianandGitHub 2026-07-19 11:38:04 -07:00
• e6d1310b2a [Bugfix] Reject removed pooling parameters (#48984) Taneem IbrahimandGitHub 2026-07-19 07:18:03 -05:00
• ac5f38a0f7 [Refactor] Extract StructuredOutputsParams creation logic from Request.to_sampling_params (#49003) yzong-rhandGitHub 2026-07-19 08:18:00 -04:00
• f794285566 test memory adjustment wentao-mrv2-enable-all-moe Nick Hill 2026-07-19 09:03:38 +01:00
• 9630ab9a43 Merge remote-tracking branch 'refs/remotes/origin/main' into wentao-mrv2-enable-all-moe Nick Hill 2026-07-19 08:44:37 +01:00
• b6ff8a2f50 [Core] Add MRV2 virtual-batch PCP for MLA (#46570) 5 people 2026-07-19 04:53:15 +02:00
• 9243e0124e [Multimodal] Automatically fallback to ViT DP when TP is unavailable (#49046) 3 people 2026-07-19 05:41:04 +08:00
• df362b2d6d [ROCm][CI] Ensure sliding window tests release GPU memory (#49055) Andreas KaratzasandGitHub 2026-07-18 15:44:05 -05:00
• 7c2acd38b7 [Bugfix] Qwen3-VL/Qwen-Omni: honor max_pixels/min_pixels for video prompts (#49015) SYLARandGitHub 2026-07-19 01:29:11 +08:00
• a287eb163f [Front-end] [Messages] Populate num_cache_creation_tokens (#48535) yzong-rhandGitHub 2026-07-18 13:04:35 -04:00
• e94243893d [ROCm][DSv3.2][Perf] Cap sparse MLA decode KV-splits with a work-per-split heuristic (#46832) frida-anderssonandGitHub 2026-07-18 18:39:37 +02:00
• 29c0ec4d63 [ci] Move 3 entrypoints tests to h200_35gb queue (#43164) 4 people 2026-07-18 08:43:49 -07:00
• c7ce03bcbd [Bugfix] Bump tml-fa4 for cutlass-dsl 4.6 API compatibility (#48988) Michael GoinandGitHub 2026-07-18 08:59:33 -04:00
• c233d90aa8 Remove even more unnecessary load_weights methods (#48496) Harry MellorandGitHub 2026-07-18 09:40:27 +01:00
• d96aee0951 [Bugfix] Re-sync parameter tp_rank after process_weights_after_loading (fix replicated / disable_tp weight reload) (#48025) 5 people 2026-07-18 01:40:06 -07:00
• c71a583aa9 [Perf][Hybrid] Vectorize _copy_mamba_state_block to uint64 for temporal (#48110) Francesco FuscoandGitHub 2026-07-18 06:43:09 +02:00
• f12b80c6ef [ROCm][Bugfix] Fix GPT-OSS Quark MXFP4 MoE loading - emulation buffer not block-aligned (#43979) xuebwang-amdandGitHub 2026-07-18 11:49:41 +08:00
• da64db78b9 [LoRA] Optimize TrtLlmLoRAExperts (#48759) Jee Jee LiandGitHub 2026-07-18 10:26:14 +08:00
• 425c4eafb0 [Sampler] Stop upcasting logits to fp32 in apply_sampling_params (#48641) 4 people 2026-07-17 21:15:20 -04:00
• 02c01f442b [Model] Use standard ModelOpt config for Inkling NVFP4 (#48990) Michael GoinandGitHub 2026-07-17 21:13:14 -04:00
• fae543015c [Frontend]Flatten beam-search beams with itertools.chain instead of sum (#48829) 4 people 2026-07-18 06:09:14 +08:00
• c9be3a8aa1 [Kernel][Helion] Disable warp specialization in rms_norm_per_block_quant B200 configs (#48797) 3 people 2026-07-17 14:39:09 -07:00
• 41ea2dd44a [Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680) 4 people 2026-07-18 04:58:59 +08:00
• 088c0be268 [CI] Fix macOS wheel release annotation context (#48771) 3 people 2026-07-17 13:44:48 -07:00
• fcd2255d16 [Hardware][GPU] Profiler config additional to increase it scope and annotation details (#37524) 3 people 2026-07-17 13:38:59 -07:00
• b5433b6f50 [Perf] Optimize dsv4 routing using specialized kernel, 2.94% E2E TPOT improvement (#48660) Wentao YeandGitHub 2026-07-17 16:35:06 -04:00
• cc25f028b7 [Loader] Improve InstantTensor loading (#46868) 3 people 2026-07-17 16:30:02 -04:00
• c4cd2bd544 [Bugfix] MoRIIO toy P/D proxy: fix DP-rank index aliasing + harden for high-concurrency bursts (#46115) 5 people 2026-07-17 12:35:04 -07:00
• 5784507da4 [Attention] Allow selecting a different attention backend per KV-cache group (#48012) 3 people 2026-07-17 21:19:02 +02:00
• d123d2b00a wentao-fix-mypy-models-a-b yewentao256 2026-07-17 19:01:27 +00:00
• bf578e1abd [Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729) labAxiaomingandGitHub 2026-07-18 01:44:45 +08:00
• efed8a1e83 [ROCm][Perf][DSV4] Improve sparse decode reduction occupancy on gfx950 (#48788) Fangzhou AiandGitHub 2026-07-17 13:24:59 -04:00
• 11d291511a [Bugfix][Tool Parser] Preserve whitespace in parameter values (MiniMax M2, Qwen3, MiniCPM5 XML) (#48846) 4 people 2026-07-17 19:45:41 +03:00
• 877dae9c68 [Refactor] Remove deepseek dead code (#48780) 3 people 2026-07-17 10:57:13 -04:00
• c4dd6d78fd Fix: Restore data_parallel_size > 1 for use_sequence_parallel_moe (#48849) passtoor-agiandGitHub 2026-07-17 17:27:50 +03:00
• ce2aecc4dc [Performance] Use CuTe-DSL for FlashInfer MXFP4 quantization (#48417) JooHo LeeandGitHub 2026-07-17 22:53:48 +09:00
• f38f3d11fb [Bugfix][KV Offloading] Offload last block at request finish and prevent reuse race (#48596) 3 people 2026-07-17 21:50:49 +08:00
• d4b4562917 [XPU] Bump vllm_xpu_kernels to v0.1.11.1 (#48942) 3 people 2026-07-17 14:43:23 +02:00
• 7b3192523e [Bugfix]Fix transformer backend failed: AttributeError: 'Parameter' object has no attribute 'weight_loader' (#48699) 4 people 2026-07-17 19:43:44 +08:00
• 4c6e2e4b30 [XPU][UT]fix _POSSIBLE_KERNELS error on XPU (#47516) Yejing LaiandGitHub 2026-07-17 19:19:05 +08:00
• 8502958810 [XPU] support HND layout (#47975) liuzhenweiandGitHub 2026-07-17 18:54:34 +08:00
• ce4bdcbda4 [Bugfix] Enable FlashAttention MLA prefill for Mistral Small 4 head dims (#48855) 3 people 2026-07-17 12:07:00 +02:00
• d5b1ec2684 [XPU] allow forcing flash attn for mm_prefix (#48828) liuzhenweiandGitHub 2026-07-17 17:44:18 +08:00
• 867ff69733 [CI] Gate non-default release wheel builds (#48772) 3 people 2026-07-17 02:16:44 -07:00
• 109b736b86 [docs] preserve page path in stable-docs announcement link (#48839) SageandGitHub 2026-07-17 11:56:45 +03:00
• 69d4f5ef63 [Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213) 3 people 2026-07-17 16:31:16 +08:00
• 426d48bfa1 [KV Offload] Add optional tier locality to FS/OBJ KV events (#48281) 4 people 2026-07-17 00:31:52 -07:00
• 26c909ed74 [Model] Support TranslateGemma-12b-it (#41599) 5 people 2026-07-17 15:17:59 +08:00
• fb1d8ccaf5 [rl] Stateful Trainer Send: New Abstractions [1/N] (#48042) 3 people 2026-07-17 00:11:06 -07:00
• 9354f22204 [Rust][Benchmark] Port in vllm-bench (#48107) 3 people 2026-07-17 14:25:29 +08:00
• 17fdd42100 [Bugfix][Attention] Preserve post-load tensors across weight reloads (#48251) aoshen02andGitHub 2026-07-17 14:15:26 +08:00
• 1fbb5585a1 use rustbin for vllm-rs binary bz/fresh-hippopotamus Bugen Zhao 2026-07-17 14:13:50 +08:00
• 472d330c21 Add blocks_per_chunk configuration for KV offloading to support heterogeneous KV cache groups (#48878) 3 people 2026-07-17 11:30:12 +05:30
• 3b6c96a101 [Bugfix][Pooling] Fix wrong scores for chunked prefill under torch.compile (#48901) 4 people 2026-07-16 22:19:12 -07:00
• 4d4e04f452 [Render] Add round trip parity test and docs for derender (#48617) Martin HickeyandGitHub 2026-07-17 06:02:46 +01:00
• 67fe73b2b4 [CI] Extend max-model-len for test_parsable_context to allow reasoning to finish (#48873) Micah WilliamsonandGitHub 2026-07-16 22:36:44 -05:00
• ee8f36d0b3 [Warmup] Show CuTeDSL compilation progress (#48881) +111 people 2026-07-16 20:17:51 -07:00
• f3e9497e92 [Model] Add Inkling LoRA support [4/N] (#48884) +111 people 2026-07-16 18:52:15 -07:00
• fe784ff22e [M3] Improve indexer for long-context decode (sm100) (#48582) Thien TranandGitHub 2026-07-17 09:12:15 +08:00
• b88abb5036 [Misc] Remove orphaned env vars and stale env-var references (#44749) Daoyuan LiandGitHub 2026-07-16 17:00:47 -07:00
• 67f9046e4a [Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642) 4 people 2026-07-16 18:44:04 -04:00
• f17be06fbe [Perf] Optimize clamp to clamp_ (#48143) 3 people 2026-07-16 18:41:07 -04:00
• 2cab53ddee [Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749) 3 people 2026-07-16 18:39:04 -04:00
• ab0a20d151 [Docs] Add Phi-3.5-mini-instruct to batch invariance tested models (#46396) 4 people 2026-07-17 01:05:58 +03:00
• 4a394bfcda [Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216) 3 people 2026-07-16 14:51:47 -07:00
• c95c663049 [Quant] Add nvfp4_per_token online MoE quantization (#48538) Michael GoinandGitHub 2026-07-16 17:25:27 -04:00
• 166a8e954b [Model] Add Inkling multi-depth MTP support [5/N] tml-inkling 10 people 2026-07-16 06:46:59 +00:00
• ab3c1aedf3 [Bugfix] Fix activation quantization dispatch for WNA4Int/WNA8Int (#48785) HDCharlesandGitHub 2026-07-16 17:13:02 -04:00
• 78e6067cf7 [Distributed] Use NVSHMEM symm-mem backend across nodes agent/symm-mem-nvshmem 10 people 2026-07-16 20:44:32 +00:00