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• c308501cb6 Improve weight loading for encoder models in Transformers backend (#25289) Harry MellorandGitHub 2025-09-20 04:11:03 +01:00
• 535d80056b [Misc] Support more collective_rpc return types (#25294) Nick HillandGitHub 2025-09-19 19:02:38 -07:00
• a25ade5d47 [BugFix] Ensure appropriate guards in destructors (#25284) 3 people 2025-09-19 18:06:34 -07:00
• 8945b001db [torch.compile] CUDAGraph Inductor partition integration (#24281) 3 people 2025-09-19 18:02:15 -07:00
• b8a287a0a8 [docs] Prompt Embedding feature support (#25288) Andrew SansomandGitHub 2025-09-19 19:46:23 -05:00
• c7e713616a test: Remove vestigial skip for prompt embeds tests after landing v1 Prompt Embeds support (#25291) Andrew SansomandGitHub 2025-09-19 19:33:40 -05:00
• a36c675817 Don't skip special tokens with hermes-style tool calling (#25281) Maximilien de BayserandGitHub 2025-09-19 21:33:25 -03:00
• 3da17c2cc2 [Bugfix] Remove VLLM_TEST_DYNAMO_FULLGRAPH_CAPTURE #2969 (#25090) Lucas KabelaandGitHub 2025-09-19 17:27:21 -07:00
• 14c1432789 [BugFix] Fix async scheduling CPU tensor race take 2 (#25279) Nick HillandGitHub 2025-09-19 16:34:07 -07:00
• ee7a66dd9a allow disable flashinfer prefill (#25276) Lucia FangandGitHub 2025-09-19 15:59:41 -07:00
• 431535b522 Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) 3 people 2025-09-19 15:40:33 -07:00
• 711e912946 [Compile] Fix Compile Warning for Ignoring MIN_BLOCK_PER_SM (#25193) Wentao YeandGitHub 2025-09-19 18:23:19 -04:00
• e69e0b8b5f [Frontend] Responses API messages out, just harmony for now (#24985) 4 people 2025-09-19 17:40:16 -04:00
• ddc9048394 Fix: Correct FusedMoE layer reference in auto_round quantization (#24818) 5 people 2025-09-20 04:44:24 +08:00
• b1a63d1b3b [BugFix] Make FlashInferMetadataBuilder non-blocking (#25040) 3 people 2025-09-20 04:36:34 +08:00
• 48ecb4438b [Perf] Use FlashInfer RoPE for RotaryEmbedding.forward_cuda when available (#21126) 3 people 2025-09-19 16:06:49 -04:00
• e57fc15971 Specify platform in pip-compile pre-commit hook so it runs on MacOS (#25273) Harry MellorandGitHub 2025-09-19 20:43:33 +01:00
• 4bdf400218 [Bugfix] Fix chunked a2_scales in modular kernels (#25264) bnellnmandGitHub 2025-09-19 15:42:01 -04:00
• 7852b82b93 [Bugfix] GPT OSS Attritbute error on H100 (#25228) 3 people 2025-09-19 15:14:09 -04:00
• a2a5f79e09 Optimize triton unified attention performance for sliding window attention (#24390) qizixiandGitHub 2025-09-19 12:07:26 -07:00
• c59a0eca42 [KV offload][4/N] Offloading KV connector (#22595) Or OzeriandGitHub 2025-09-19 22:07:17 +03:00
• b716ab93a7 [bugfix] fix structured outputs key missing issue from #24929 (#25195) Lucia FangandGitHub 2025-09-19 11:37:57 -07:00
• 138f0d1e75 [Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974) samzongandGitHub 2025-09-20 02:32:27 +08:00
• 2506ce5189 [Core][Prefix Hash] Fix prefix hash metrics sliding window maintainance (#24990) Jialin OuyangandGitHub 2025-09-19 11:22:53 -07:00
• 47fd08aaf9 [CI/Build] fix test function_calling (#25072) ChaunceyandGitHub 2025-09-20 02:16:32 +08:00
• 12aed7e453 Encoder model support for the Transformers backend (#25174) Harry MellorandGitHub 2025-09-19 19:15:22 +01:00
• d90e212a3a Remove Redundant Assignment in Qwen3_VisionPatchMerger (#25224) 4 people 2025-09-20 02:15:13 +08:00
• 2821986450 [Core] Modify the initialization parameters of the lora manager (#25249) Jee Jee LiandGitHub 2025-09-20 02:01:28 +08:00
• 6c117cff7d [Frontend] Pass API server count to each process (#23717) Cyrus LeungandGitHub 2025-09-20 01:15:19 +08:00
• 7ac67ea525 [KV offload][3/N] Add worker-side CPU support (#21448) Or OzeriandGitHub 2025-09-19 19:53:45 +03:00
• ce75e15373 refactor(benchmarks): add type annotations to wait_for_endpoint parameters (#25218) samzongandGitHub 2025-09-20 00:36:52 +08:00
• aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) Harry MellorandGitHub 2025-09-19 17:22:33 +01:00
• cf278ff3b2 Update CODEOWNERS (#25269) Harry MellorandGitHub 2025-09-19 17:12:55 +01:00
• 838d7116ba [Qwen] Remove cuda hard-code in qwen3 next (#25243) IceyandGitHub 2025-09-19 20:25:12 +08:00
• 5089fd749c [V0 Deprecation] Remove V0 logic from get_input_embeddings interface (#25242) Cyrus LeungandGitHub 2025-09-19 19:10:52 +08:00
• a3d087adec [P/D][Nixl] Introduce KVTransferMetrics and aggregation strategy (#22188) Nicolò LucchesiandGitHub 2025-09-19 13:09:14 +02:00
• 058525b997 Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) Harry MellorandGitHub 2025-09-19 12:02:55 +01:00
• 1dfea5f4a9 [Bugfix][Perf] Misc fixes for Qwen3 VL (#25238) Roger WangandGitHub 2025-09-19 03:46:16 -07:00
• cea91a32f2 [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055) Isotr0pyandGitHub 2025-09-19 18:27:49 +08:00
• a684c0124c [bugfix] fix MHA for models like OpenGVLab/InternVL3_5-38B (#25146) 3 people 2025-09-19 16:45:06 +08:00
• f2718d2948 [Misc] Cleanup test conftest for deprecated encoder-decoder models (#25231) Isotr0pyandGitHub 2025-09-19 15:44:56 +08:00
• 825fdb11ad [Bugfix][CPU] Add placeholder to avoid import errors when using fused_moe ops on platforms without triton (#25137) Li, JiangandGitHub 2025-09-19 15:41:12 +08:00
• 8c1d4acbfe [CPU] Disable oneDNN linear on non-x86 platforms (#25166) Li, JiangandGitHub 2025-09-19 15:27:22 +08:00
• 486c5599e3 [Build] Update Xgrammar to 0.1.24 to get a CVE fix (#25188) Russell BryantandGitHub 2025-09-19 02:27:17 -04:00
• a6149aa587 [OOT] Support sync_model_loading for OOT (#25126) Chendi.XueandGitHub 2025-09-19 00:41:53 -05:00
• 6c8a3c099b [Docs] Fix griffe warnings in vllm/multimodal (#25216) Michael YaoandGitHub 2025-09-19 13:10:44 +08:00
• 31a8a2a7bc [Misc] Clean up MM profiling warnings (#25222) Roger WangandGitHub 2025-09-18 21:46:57 -07:00
• 85013bf094 Prune Ray v1 non-SPMD code paths codex/remove-raydistributedexecutor-from-v0-engine Simon Mo 2025-09-18 20:42:46 -07:00
• 1a0a04dae9 [Perf] Optimize memory peak during EAGLE model loading. (#24585) Chen DingandGitHub 2025-09-19 11:31:16 +08:00
• 6d8246aaff [gpt-oss] Add ResponseReasoningPartAddedEvent, ResponseReasoningPartDoneEvent for streaming (#24938) Andrew XiaandGitHub 2025-09-18 19:11:59 -07:00
• 07665f8679 Fix Ray executor futures to resolve asynchronously Simon Mo 2025-09-18 17:22:42 -07:00
• 9d1c50a5ac [KV offload][2/N] Introduce LRU-based CPU offloading management (#20075) Or OzeriandGitHub 2025-09-19 03:20:51 +03:00
• 9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 3 people 2025-09-18 19:03:09 -05:00
• 9fac6aa30b [BugFix] Fix DeepGEMM warmup, no m.weight_scale_inv (#25206) amd_mori Lucas WilkinsonandGitHub 2025-09-18 17:26:28 -04:00
• a53ad626d6 [KV offload][1b/N] rename offloading to kv_offload (#25191) Or OzeriandGitHub 2025-09-18 23:53:52 +03:00
• 1c3dad22ff [V0 Deprecation] Remove unused async_timeout.py (#25190) Woosuk KwonandGitHub 2025-09-18 13:35:21 -07:00
• d2a30a2d93 [Bug] Fix torch Compilation Cache Hit Error (#25093) Wentao YeandGitHub 2025-09-18 15:38:37 -04:00
• 75fb112d80 [Bug] Fix returned_lse not Defined issue (#25106) 3 people 2025-09-18 15:32:24 -04:00
• 38db529f66 [feat]: Create interface for model-specific M-RoPE (#24194) 4 people 2025-09-18 21:18:56 +02:00
• 064cac7bb7 [fix]: remove data type hardcoding from gptoss model implementation (#23807) Nikhil GuptaandGitHub 2025-09-18 19:15:23 +01:00
• e19bce40a1 [V0 Deprecation] Remove AsyncLLMEngine (#25025) Woosuk KwonandGitHub 2025-09-18 11:07:42 -07:00
• 505805b645 [KV offload][1/N] Introduce an offloading component (#19848) Or OzeriandGitHub 2025-09-18 20:57:07 +03:00
• bbdc0f2366 [ROCm][AITER][Bugfix] Switch AITER to use PIECEWISE_AND_FULL compilation (#25104) Rohan PotdarandGitHub 2025-09-18 12:46:47 -05:00
• dc34059360 [ROCm][CI/Build] Use ROCm7.0 as the base (#25178) Gregory ShtrasbergandGitHub 2025-09-18 12:36:55 -04:00
• c4cb0af98a [spec decode] Fix MTP inference path for MiMo-7B model (#25136) 3 people 2025-09-18 09:12:19 -07:00
• 1c3b1634aa [Misc] Add codeowner for Transformers backend (#25180) Harry MellorandGitHub 2025-09-18 17:01:50 +01:00
• 2ea50e977a Enable Allgather/ReduceScatter backend for NaiveAllToAll (#23964) 5 people 2025-09-18 10:52:58 -05:00
• b419937c78 [Docs] Fix warnings in mkdocs build (continued) (#25163) Hyogeun Oh (오효근)andGitHub 2025-09-19 00:23:26 +09:00
• 5f696c33b1 [New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 3 people 2025-09-18 23:22:01 +08:00
• 67244c86f0 feat(api): Return 503 on /health when engine is dead (#24897) 3 people 2025-09-18 22:29:40 +08:00
• 072d7e53e5 [PERF] Add conv1d metadata to GDN attn (#25105) Vadim GimpelsonandGitHub 2025-09-18 18:27:49 +04:00
• 01a583fea4 [Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197) jvlunterenandGitHub 2025-09-18 16:27:01 +02:00
• bc19d75985 [Misc] Add kv-connector label (#25156) Nicolò LucchesiandGitHub 2025-09-18 15:56:07 +02:00
• fbd6523ac0 Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404) Michael GoinandGitHub 2025-09-18 08:53:45 -04:00
• 470484a4f5 [Structured Output][Refactor] Move apply_grammar_bitmask() method from ModelRunner to structured output utils (#21999) Shanshan ShenandGitHub 2025-09-18 20:44:31 +08:00
• 21da73343a [Misc] Clean up flags in vllm bench serve (#25138) Roger WangandGitHub 2025-09-18 05:43:33 -07:00
• 66072b36db [Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) Asaf Joseph GardinandGitHub 2025-09-18 15:21:17 +03:00
• 3ed1ec4af2 Fix validate-config pre-commit check (#25157) Harry MellorandGitHub 2025-09-18 13:06:28 +01:00
• 5a33ae9a3f Fix forward reference warning in documentation (#25150) Harry MellorandGitHub 2025-09-18 12:41:41 +01:00
• c9ff9e6f0c [Docs] add the parallel sampling usage in LLMEngine and AsyncLLM (#24222) William SongandGitHub 2025-09-18 20:37:08 +09:00
• eaffe4486c [Docs] Fix pooling-params doc references in openai_compatible_server.md (#24939) Kay YanandGitHub 2025-09-18 19:36:47 +08:00
• 8ed039d527 Move StructuredOutputsConfig from config/__init__.py to config/structured_outputs.py (#25153) Harry MellorandGitHub 2025-09-18 12:24:27 +01:00
• 37970105fe [Model] Improve Pooling Model (#25149) Jee Jee LiandGitHub 2025-09-18 19:04:21 +08:00
• cc935fdd7e [Frontend] Support setting logprobs to -1 (#25031) ChaunceyandGitHub 2025-09-18 18:34:42 +08:00
• abdfcd4f3d silu-v1: Fix EPS not being used during max-reduction (#25069) Elvir CrnčevićandGitHub 2025-09-18 12:25:12 +02:00
• 4f02b77de4 Fix: Add explicit #include <omp.h> for OpenMP compatibility on certain toolchains (#24951) ihb2032andGitHub 2025-09-18 17:43:23 +08:00
• 29283e8976 [Chore] Cleanup guided namespace, move to structured outputs config (#22772) 3 people 2025-09-18 05:20:27 -04:00
• 05b044e698 [Doc] Fix cross-reference warnings (#25058) 3 people 2025-09-18 14:35:16 +05:30
• aa3f105c59 Add 'path' option to ImagePrompt data_format (#25081) Gerard FinolandGitHub 2025-09-18 11:02:14 +02:00
• ef7eefe17a [Qwen] Add fp8 checkpoint support for qwen3-next. (#25079) Tao HeandGitHub 2025-09-18 16:16:04 +08:00
• 350c94deb3 [Bugfix] when use s3 model cannot use default load_format (#24435) 3 people 2025-09-18 15:47:43 +08:00
• f4cd80f944 Retrieve sliding_window from text config in Gemma3 MM (#25085) Harry MellorandGitHub 2025-09-18 07:29:05 +01:00
• 349e0e3462 [Docs] Fix API Reference (#25140) Harry MellorandGitHub 2025-09-18 07:23:29 +01:00
• 81b16a2bc9 [Kernel] Better inf handling for grouped topk cu (#24886) LuminaandGitHub 2025-09-18 13:53:55 +08:00
• e111d5b0ae [CLI] Use streaming in CLI chat and completion commands (#23769) Simon MoandGitHub 2025-09-17 22:30:26 -07:00
• a904ea78ea [benchmark] add peak throughput metrics and plot (#23867) Simon MoandGitHub 2025-09-17 22:30:02 -07:00
• 6e1e31a66a add code owner split_kv_cache_init Chen Zhang 2025-09-17 22:19:17 -07:00
• 50e80db4ef add mixin Chen Zhang 2025-09-17 22:15:10 -07:00
• d3d6afb355 add mixin Chen Zhang 2025-09-17 22:12:41 -07:00
• b7433ca1a4 [Spec Decode] Efficient padded speculation (#24539) Benjamin ChislettandGitHub 2025-09-18 01:07:24 -04:00