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• 2357480b1a [BugFix] Fix UB in per_token_group_quant.cu (#24913) rivos-shreeasishandGitHub 2025-09-23 09:14:22 -07:00
• f11e3c516b [Kernels] Support blocked fp8 quantization for compressed tensors MoE (#25219) 3 people 2025-09-23 12:11:34 -04:00
• 875d6def90 Add backward compatibility for GuidedDecodingParams (#25422) Harry MellorandGitHub 2025-09-23 17:07:30 +01:00
• cc1dc7ed6d [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 5 people 2025-09-23 12:02:10 -04:00
• a903669e10 [V1] Remove V0 code paths for Hybrid models (#25400) Thomas ParnellandGitHub 2025-09-23 17:26:13 +02:00
• 2c58742dff [UX] Change kv-cache-memory log level to debug (#25479) Michael GoinandGitHub 2025-09-23 11:01:24 -04:00
• 4c966e440e [XPU] Fix MOE DP accuracy issue on XPU (#25465) Fanli LinandGitHub 2025-09-23 22:32:57 +08:00
• da5e7e4329 [Docs] NixlConnector quickstart guide (#24249) 3 people 2025-09-23 22:23:22 +08:00
• f05a4f0e34 [P/D] Support NIXL connector to disconnect during a clean shutdown (#24423) 3 people 2025-09-23 22:08:02 +08:00
• 61d1b35561 [BugFix] Register expert_map as named buffer for wake_up and sleep (#25458) 3 people 2025-09-23 21:49:13 +08:00
• b6a136b58c [CI/Build] Fix disabled v1 attention backend selection test (#25471) Isotr0pyandGitHub 2025-09-23 21:05:46 +08:00
• 0d9fe260dd [docs] Benchmark Serving Incorrect Arg (#25474) vllmellmandGitHub 2025-09-23 21:05:11 +08:00
• 273690a50a [Core] Optimize LoRA weight loading (#25403) Jee Jee LiandGitHub 2025-09-23 18:19:45 +08:00
• 231c2c63e4 [Bugfix] Fix idefics3 tie_word_embeddings (#25454) Isotr0pyandGitHub 2025-09-23 18:06:48 +08:00
• 4322c553a6 [Test]: Hermes tool parser stream output error in Qwen3 case (#25203) Andreas HartelandGitHub 2025-09-23 11:56:31 +02:00
• babad6e5dd [Misc] Move DP for ViT code inside model executor dir (#25459) Cyrus LeungandGitHub 2025-09-23 17:20:52 +08:00
• 9383cd6f10 [Frontend] Add a new xml-based tool parser for qwen3-coder (#25028) ZhikaiiiiandGitHub 2025-09-23 16:07:27 +08:00
• ba8d2165b6 Handle triton kernel import exception (#25319) Ming YangandGitHub 2025-09-23 00:56:00 -07:00
• c98be0a232 [Model] Enable DP for ViT in Qwen2-VL (#25445) Cyrus LeungandGitHub 2025-09-23 13:17:10 +08:00
• 5774b0a1da [NIXL][OOT platform] support nixl_connector with oot platform and other nixl_backend (#25121) Chendi.XueandGitHub 2025-09-22 23:17:42 -05:00
• e8db44f883 [DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588) 3 people 2025-09-23 00:01:09 -04:00
• fafbe11af4 [Docs] Fix griffe warnings in vllm/lora/ops (#25369) Michael YaoandGitHub 2025-09-23 11:42:58 +08:00
• 78237e43bf [Bugfix] Remove contiguous output req for context parallel MLA (#25414) Michael GoinandGitHub 2025-09-22 23:26:32 -04:00
• eea1783989 [benchmarks]allow skip ready check for bench serve (#25420) 3 people 2025-09-22 20:21:48 -07:00
• f225ea7dd9 [XPU] Fix compile_size is None case. (#25433) Kunshang JiandGitHub 2025-09-23 11:09:00 +08:00
• fc97733da8 [feat] Support MRoPE + YaRN (#25384) 3 people 2025-09-23 11:04:47 +08:00
• 4741239db7 [Bug] Fix Long Context OOM Issue (#25290) Wentao YeandGitHub 2025-09-22 22:04:15 -04:00
• c625f9043c [V0 deprecation] Remove _set_default_args_v0 function (#25409) Isotr0pyandGitHub 2025-09-23 09:52:09 +08:00
• 6fa78d8f23 [V0 deprecation] Remove platform v1 controling interface (#25410) Isotr0pyandGitHub 2025-09-23 09:48:12 +08:00
• 9949aa2ef1 [Perf] Apply torch.compile for per_block_cast_to_fp8 (#24611) Wentao YeandGitHub 2025-09-22 21:42:45 -04:00
• 0b7bed9c38 [Performance] Remove input pads in cutlass_mla and optimize v_proj output handling (#25184) Alexander MatveevandGitHub 2025-09-22 21:20:53 -04:00
• ac0048c0ae [BugFix] [DP/EP] Fix slow execution when BS <= DP (#25407) 4 people 2025-09-22 20:26:17 -04:00
• 090197034f [Bugfix] Fix missing clear_connector_metadata (#25397) Nicolò LucchesiandGitHub 2025-09-23 02:10:59 +02:00
• f31ff87460 [Core] Drop overly aggressive whisper assertion (#25408) Russell BryantandGitHub 2025-09-22 20:09:52 -04:00
• d588cd2406 [Bugfix] fix custom op test (#25429) Luka GovedičandGitHub 2025-09-22 20:07:43 -04:00
• 45d7d852d3 [Frontend] Responses API MCP tools for built in tools and to pass through headers (#24628) 4 people 2025-09-22 19:38:19 -04:00
• 8bed179109 [TPU] update torch_xla dependency for PyPI compatibility (#25278) 3 people 2025-09-22 16:14:44 -07:00
• f552d5e578 [CI/Build] Skip Qwen3-VL initialization tests until models are actually released (#25394) Cyrus LeungandGitHub 2025-09-23 04:18:24 +08:00
• 98d535eb4f add aggregator interface and abstract common logic support_global_dp_logging Lu Fang 2025-09-22 12:50:38 -07:00
• 8db2939289 [KV offload][5/N] Add CPUOffloadingSpec (#24251) Or OzeriandGitHub 2025-09-22 22:30:36 +03:00
• d5e0fca264 [torch.compile] Cleanup compilation tests and custom passes, add debug utils, fix DCE bug (#23091), fix test (#24376), and prep for custom op matching (#24604) (#24542) Luka GovedičandGitHub 2025-09-22 15:30:05 -04:00
• 8d0ee5a564 [misc] Remove RFC review hours reference (#25416) Simon MoandGitHub 2025-09-22 12:16:59 -07:00
• 922979bfcc [DP] support torchrun external launcher with Data Parallelism (#24899) 3 people 2025-09-22 12:06:05 -07:00
• a46e279909 [Misc][DP] support customized global logger for dp Lu Fang 2025-09-05 17:32:21 -07:00
• 239ef0c1ac [CI Failure] Fix fp8 kv cache on <SM90 (#25396) Michael GoinandGitHub 2025-09-22 14:27:51 -04:00
• 1d7f95b85c [Compiler] Disable Inductor standalone compile by default (#25391) ElizaWszolaandGitHub 2025-09-22 19:37:46 +02:00
• cfbee3d0e7 [CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274) 4 people 2025-09-22 10:37:43 -07:00
• 06a41334c7 [EPLB] Reduce EPLB Inference Overhead (#24573) 4 people 2025-09-22 09:31:05 -07:00
• 175811e3b5 [V1][Attention] Split triton_attn in triton-only and rocm specific backends (#24648) Burkhard RingleinandGitHub 2025-09-22 17:20:28 +02:00
• c10101a3eb [Bugfix] Fix several issues with p2p xPyD in GET type (#23993) 3 people 2025-09-22 22:53:13 +08:00
• ac243886b0 [Kernel] MI-300X triton moe configs (#23445) Sara-KSandGitHub 2025-09-22 09:29:54 -05:00
• 3d2c56b7a9 Make mypy behave like a proper pre-commit hook (#25313) 3 people 2025-09-22 13:23:45 +01:00
• 64c824cd78 Make pickle import check fast (#25379) Harry MellorandGitHub 2025-09-22 12:08:25 +01:00
• 417a164af6 [Misc] Remove unused encoder-decoder error strings (#25374) Cyrus LeungandGitHub 2025-09-22 19:04:32 +08:00
• b6f01bd9a7 refactor: abstract graph mode support into platform interface (#25161) YizhouandGitHub 2025-09-22 18:22:29 +08:00
• 4cf71cc88a [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 3 people 2025-09-22 12:12:57 +02:00
• a66d131381 [TPU][Bugfix][CI] Fix broken tests/build dependency (#25255) Nicolò LucchesiandGitHub 2025-09-22 11:55:04 +02:00
• 21467f9a1c Enable Eagle3 speculative decoding for GPT-OSS model (#25246) Eldar KurtićandGitHub 2025-09-22 10:50:39 +02:00
• f92d952632 [V0 Deprecation] Remove MultiModalPlaceholderMap (#25366) Cyrus LeungandGitHub 2025-09-22 16:49:19 +08:00
• 6d0b827cbd [V0 Deprecation] Remove V0-only methods in multi-modal registry (#25362) Cyrus LeungandGitHub 2025-09-22 13:58:26 +08:00
• 0eecb31663 [Bugfix] Fix hermes tool parser handling of non-string argument types (#22002) 4 people 2025-09-22 11:35:39 +08:00
• 793be8d057 [Docs] GSM8K Accuracy Evaluation doc update (#25360) WeiQing ChenandGitHub 2025-09-22 10:49:13 +08:00
• 7b57a433da [Model] Support Dots OCR (#24645) 3 people 2025-09-21 19:24:40 -07:00
• 5aeb925452 Multimodal - audio tests (#25285) DeboleinaandGitHub 2025-09-21 19:07:11 -04:00
• 04d3752329 [Bugfix][V0 Deprecation][CI] use async mock and await for async method (#25325) Yang LiuandGitHub 2025-09-21 16:06:16 -07:00
• bc6e542d9f Remove V0 attention backends (#25351) Woosuk KwonandGitHub 2025-09-21 16:03:28 -07:00
• af7dfb0d1a [Perf] Further optimization for Qwen3-VL fast_pos_embed_interpolate (#25347) Isotr0pyandGitHub 2025-09-22 04:12:45 +08:00
• 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) Woosuk KwonandGitHub 2025-09-21 10:37:11 -07:00
• c438b2951c feat: Enable engine-level arguments with speculators models (#25250) 3 people 2025-09-21 22:34:45 +05:30
• 0ff8ebb2d7 [V0 Deprecation] Remove async_output_proc, preemption mode, delay factor (#25334) Woosuk KwonandGitHub 2025-09-21 08:52:32 -07:00
• 26e673fe93 [V0 Deprecation] Remove V0 Sequence class & Sampler (#25332) Woosuk KwonandGitHub 2025-09-21 08:52:15 -07:00
• 65a5910ce3 [Optimization] Cache chat template result when processor fails to be loaded (#25341) Cyrus LeungandGitHub 2025-09-21 19:41:02 +08:00
• 9aea7373ff [Bugfix] Typos in error message for missing model config file (#25339) Simon DanielssonandGitHub 2025-09-21 13:36:47 +02:00
• 30d08911f7 [MM][Perf] Minor Optimization on Qwen3-VL fast_pos_embed_interpolate (#25337) Roger WangandGitHub 2025-09-21 04:05:20 -07:00
• cf56cf78b4 [V1] Add sliding window support to Flex Attention backend (#24089) Isotr0pyandGitHub 2025-09-21 13:08:07 +08:00
• 7ed82d1974 [V0 Deprecation] Remove V0 MP executor (#25329) Woosuk KwonandGitHub 2025-09-20 21:26:35 -07:00
• 12dbd834cf [V0 Deprecation] Remove from_seq_group methods (#25330) Woosuk KwonandGitHub 2025-09-20 21:10:48 -07:00
• 035fd2bd2c [Multi Modal][Performance] Fused Q,K's apply_rope in more models (#25005) 3 people 2025-09-20 20:55:10 -07:00
• 1cd885bd54 [V0 Deprecation] Remove V0 model runner base & simplify worker base (#25328) Woosuk KwonandGitHub 2025-09-20 20:49:09 -07:00
• 62b38dc832 [Doc] improve test-pipeline.yaml documentation (#25305) 3 people 2025-09-20 20:29:12 -07:00
• c99db8c8dd [V0 Deprecation] Remove V0 core (#25321) Woosuk KwonandGitHub 2025-09-20 19:58:26 -07:00
• 72dd1595b4 [CI] Skip tests failing on main (#25326) Woosuk KwonandGitHub 2025-09-20 19:57:46 -07:00
• 572ddf83ce [Chore] Remove unused sampler in models (#25324) Woosuk KwonandGitHub 2025-09-20 19:53:20 -07:00
• 86647d1cd0 [V0 Deprecation] Remove V0 Output Processor (#25320) Woosuk KwonandGitHub 2025-09-20 17:57:20 -07:00
• 52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) Woosuk KwonandGitHub 2025-09-20 17:56:30 -07:00
• 367a480bd3 [Docs] Fix warnings in vllm/profiler and vllm/transformers_utils (#25220) Michael YaoandGitHub 2025-09-21 07:39:47 +08:00
• bef180f009 [V0 Deprecation] Enable the remaining multimodal tests in V1 (#25307) Cyrus LeungandGitHub 2025-09-21 01:50:58 +08:00
• d88918e4c2 [Core] Enable sharded state loader for V1 engine and enhance test coverage (#25308) lirongandGitHub 2025-09-20 21:15:22 +08:00
• 3c713a9711 [Model] Cleanup InternViT's data parallel implementation (#25306) Isotr0pyandGitHub 2025-09-20 20:46:24 +08:00
• bf8b26cad1 Generate _ModelInfo properties file when loading to improve loading speed (#23558) 4 people 2025-09-20 07:51:13 -04:00
• 032d661d27 [Docs] Fix warnings in mkdocs build (continued) (#25042) Wenlong WangandGitHub 2025-09-20 04:45:18 -07:00
• e08a3a3fdb [CI Failure] Disable FlashInfer RoPE to unblock CI (#25299) Michael GoinandGitHub 2025-09-20 04:16:56 -04:00
• 3d9a1d2de5 [V1] Support LLM.apply_model (#18465) Cyrus LeungandGitHub 2025-09-20 15:14:35 +08:00
• be874c0201 [Bugfix] Fix Qwen3-VL-MoE weight loading for EP (#25300) Roger WangandGitHub 2025-09-20 00:04:05 -07:00
• 9607d5eb44 [Hybrid Allocator] Support full attention with different hidden size (#25101) Chen ZhangandGitHub 2025-09-19 23:43:59 -07:00
• c60e6137f0 [Optimization] Avoid repeated model architecture conversion for pooling models (#25261) Cyrus LeungandGitHub 2025-09-20 13:30:22 +08:00
• f91480b2d4 [Bugfix] fix tool call arguments is empty (#25223) 3 people 2025-09-20 13:29:54 +08:00
• 6c5f82e5aa [BUG FIX][NON-CUDA]quick fix to avoid call cudagraph_unsafe in attention (#25298) Chendi.XueandGitHub 2025-09-19 23:41:23 -05:00
• b7f186bbb3 [BugFix] Exclude self when checking for port collision (#25286) Nick HillandGitHub 2025-09-19 21:28:31 -07:00
• 3642909617 [BUGFIX] GPTQ quantization compatibility for Qwen3 Next MOE models (AutoGPTQ and AutoRound-GPTQ) (#25268) JartXandGitHub 2025-09-20 05:18:13 +02:00