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• d1ddf340c8 [V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475) Isotr0pyandGitHub 2025-10-09 18:52:27 +08:00
• ec10fd0abc [Bugfix] Move current_platform import to avoid python import cache. (#16601) Wenzheng BiandGitHub 2025-10-09 18:46:19 +08:00
• 0426e3c5e1 [Models][Qwen3VL] Optimise _validate_and_reshape_mm_tensor (#26426) Lukas GeigerandGitHub 2025-10-09 11:25:48 +01:00
• 4bdf7ac593 [Bugfix] Fix SHM cache initialization (#26427) Cyrus LeungandGitHub 2025-10-09 17:48:04 +08:00
• dc7976dd9f [Misc] Upgrade more code to Python 3.10 (#26463) Cyrus LeungandGitHub 2025-10-09 17:43:53 +08:00
• e4791438ed [Feature] Use pydantic validation in lora.py and load.py configs (#26413) Simon DanielssonandGitHub 2025-10-09 11:38:33 +02:00
• e6e898f95d [doc] add Volcengine as a compute sponsor (#26477) youkaichaoandGitHub 2025-10-09 17:11:47 +08:00
• ddcbc2f334 [Misc] Misc code simplifications (#26450) Nick HillandGitHub 2025-10-09 02:10:06 -07:00
• a83ff278d6 [torchao] Add support for ModuleFqnToConfig using regex (#26001) Jerry ZhangandGitHub 2025-10-09 01:32:32 -07:00
• cf4cd6c24f Add: Support for multiple hidden layers in Eagle3 (#26164) Rahul TuliandGitHub 2025-10-09 13:00:50 +05:30
• b960441812 Enable RMSNorm substitution for Transformers backend (#26353) Harry MellorandGitHub 2025-10-09 08:28:51 +01:00
• 1317028aa8 [Model] Gemma3: Fix GGUF loading and quantization (#26189) 4 people 2025-10-09 04:00:53 -03:00
• 5e49c3e777 Bump Flashinfer to v0.4.0 (#26326) elvischenvandGitHub 2025-10-09 14:58:44 +08:00
• 0d7c3cb51d Update Dockerfile and install runai-model-streamer[gcs] package (#26464) pwschuurmanandGitHub 2025-10-08 23:48:51 -07:00
• 1b2c440cd6 [Core] Relax the LoRA max rank (#26461) Jee Jee LiandGitHub 2025-10-09 14:47:14 +08:00
• 0f29dca988 [CI/Build] Fix model nightly tests (#26466) Cyrus LeungandGitHub 2025-10-09 14:44:16 +08:00
• d24cf322e1 [Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486) Zhiyuan LiandGitHub 2025-10-09 14:43:39 +08:00
• d17f0fbf30 [Core][KVConnector] Propagate all tokens on resumed preemptions (#24926) 3 people 2025-10-09 02:43:31 -04:00
• 43ab8cfaa5 [MM][Doc] Add documentation for configurable mm profiling (#26200) Wenlong WangandGitHub 2025-10-08 23:21:20 -07:00
• de253d63b7 [Hardware][AMD] Enable FlexAttention backend on ROCm (#26439) MattandGitHub 2025-10-09 01:20:18 -05:00
• 8bd696fa53 [Bugfix] Incorrect another MM data format in vllm bench throughput (#26462) Huy DoandGitHub 2025-10-08 22:58:46 -07:00
• bb6d8c21f9 [Bugfix] Catch and log invalid token ids in detokenizer #2 (#26445) Nick HillandGitHub 2025-10-08 21:20:25 -07:00
• ebf6ef1a9b [Minor] Change warning->warning_once in preprocess (#26455) Zhuohan LiandGitHub 2025-10-08 21:09:06 -07:00
• 0c52d6ef81 [Bugfix] Set the minimum python version for gpt-oss (#26392) Jee Jee LiandGitHub 2025-10-09 11:35:49 +08:00
• 467a4f98f1 [Misc] Redact ray runtime env before logging (#26302) Rui QiaoandGitHub 2025-10-08 17:43:34 -07:00
• e614ab7806 Separate MLAAttention class from Attention (#25103) 3 people 2025-10-08 20:11:11 -04:00
• 2a03f93de9 [Attention] Register FLASHMLA_SPARSE (#26441) Matthew BonanniandGitHub 2025-10-08 18:28:52 -04:00
• da364615fc [Kernels] Modular kernel refactor (#24812) bnellnmandGitHub 2025-10-08 17:51:52 -04:00
• f08919b7d1 [Bugfix] Respect min_tokens in scheduler stop check (#26317) Elaine ZhaoandGitHub 2025-10-08 14:08:24 -07:00
• 93f2c0aa08 [Models] Improve iteration over layers (#26425) Lukas GeigerandGitHub 2025-10-08 21:48:33 +01:00
• 4ebc9108a7 [Kernel] Centralize platform kernel import in current_platform.import_kernels (#26286) Nicolò LucchesiandGitHub 2025-10-08 22:25:31 +02:00
• e1ba235668 [BugFix] Fix failing test quantization/test_compressed_tensors.py::test_compressed_tensors_fp8_block_enabled (#26436) Morrison TurnanskyandGitHub 2025-10-08 16:04:12 -04:00
• b82f4307c9 [Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff hyperparameters (#25924) elvischenvandGitHub 2025-10-09 03:54:48 +08:00
• 76879cc160 [Attention] Implement universal BACKEND_MAP (#25900) Matthew BonanniandGitHub 2025-10-08 15:00:25 -04:00
• b25d7b5657 [Feature] Change cache.py with pydantic validation (#26390) 3 people 2025-10-08 11:12:59 -07:00
• 684c9b7b6d init NickLucche 2025-10-08 17:50:07 +00:00
• e09d1753ec Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416) Harry MellorandGitHub 2025-10-08 18:40:42 +01:00
• 4ba8875749 [Bug] Fix Test in Batch Invariant (#26128) Wentao YeandGitHub 2025-10-08 13:13:47 -04:00
• 6273fe8d3d [Benchmarks] Fix imports in FP8 tuning script (#26407) Lukas GeigerandGitHub 2025-10-08 17:31:59 +01:00
• 9fb3ae4e6f [Bug] Fix DeepGEMM Attention Test (#26423) Wentao YeandGitHub 2025-10-08 12:23:41 -04:00
• 76afe4edf8 [Bugfix] Fix vllm bench ... on CPU-only head nodes (#25283) 5 people 2025-10-08 09:06:42 -07:00
• c1b06fc182 [CI Failure] Fix pre-commit issue for install_nixl_from_source_ubuntu.py (#26424) Michael GoinandGitHub 2025-10-08 10:55:43 -04:00
• 241b4cfe66 [Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293) +152162 people 2025-10-08 10:20:48 -04:00
• 9fc983c707 [NIXL][non-cuda] Add install script for nixl with non-cuda ucx (#25959) Chendi.XueandGitHub 2025-10-08 09:19:53 -05:00
• 5d45b77124 docs NickLucche 2025-10-08 14:12:35 +00:00
• 2f99f2f506 Tidy vllm/config/__init__.py to only add classes and functions (#26405) Harry MellorandGitHub 2025-10-08 15:10:00 +01:00
• 338b1bf04f [Benchmarks] Add support for Qwen 3 VL MoE tuning (#26419) Lukas GeigerandGitHub 2025-10-08 15:01:08 +01:00
• 84dfd367a1 review NickLucche 2025-10-08 12:56:04 +00:00
• e39dc46f8f [CI] Pooling models mteb test disable enforce_eager (#26408) wang.yuqiandGitHub 2025-10-08 20:15:36 +08:00
• 10c75b5439 [Docs] Have mergify leave a comment with the docs preview link (#26412) Harry MellorandGitHub 2025-10-08 13:04:00 +01:00
• f9582fd8f4 [Model] Allow passing custom number of max tiles to Nano 2 VL (#26403) Eugene KhvedchenyaandGitHub 2025-10-08 14:19:39 +03:00
• 1a1c81ca2f init NickLucche 2025-10-08 10:29:47 +00:00
• f377333bd7 [Misc] add usedforsecurity=False in md5 hash call (#26357) DanieleandGitHub 2025-10-08 12:18:32 +02:00
• f8607863d8 [Feature] Enable E8M0 by Default on Hopper for DeepGEMM, 5% E2E throughput improvement (#26197) 3 people 2025-10-08 03:33:56 -04:00
• 335b28f7d1 [TPU] Rename tpu_commons to tpu_inference (#26279) 4 people 2025-10-08 12:00:52 +05:30
• 5e65d6b2ad fix[DP][v1]: Prevent hangs from mismatched worker configurations (#26218) Ayush SatyamandGitHub 2025-10-08 11:25:08 +05:30
• 0d4f48fa10 [Bugfix] Incorrect MM data format in vllm bench throughput (#26395) Cyrus LeungandGitHub 2025-10-08 13:52:19 +08:00
• 127c8b782a Add gather_indexer_k_quant_cache kernel (#25931) 5 people 2025-10-08 12:58:57 +08:00
• cd9890544b fix(v1/kv_cache): resolve async KV transfer bug in cascade attention (#23485) Ayush SatyamandGitHub 2025-10-08 10:16:33 +05:30
• 067da2d1df [Core] Simplify setting new_token_ids in CachedRequestData (#26388) Nick HillandGitHub 2025-10-07 20:32:37 -07:00
• 046118b938 Add SwigluOAI implementation for CPUFusedMOE (#26347) isharif168andGitHub 2025-10-08 03:17:49 +01:00
• b32260ab85 [torchao] safetensors integration (#25969) liangel-02andGitHub 2025-10-07 19:12:35 -07:00
• f80e7866c0 [Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) Lucas WilkinsonandGitHub 2025-10-07 22:09:34 -04:00
• 31a4b3e6c4 Revert #24446 and #26168 (#26332) Thomas ParnellandGitHub 2025-10-08 00:38:19 +02:00
• caf8b1c084 [Bugfix] Fix MTP+FlashInfer crash when trtllm kernels are available but disabled (#26361) 3 people 2025-10-07 18:12:26 -04:00
• 1b86bd8e18 Add more libraries to rlhf.md (#26374) Michael GoinandGitHub 2025-10-07 16:59:41 -04:00
• 59012df99b [TPU] update TPU benchmark threshold (#25713) Johnny YangandGitHub 2025-10-07 13:53:09 -07:00
• 01efc7ef78 [ci] fix wheel names for arm wheels (#24898) v0.10.2 releases/v0.10.2 Simon Mo 2025-09-15 14:39:08 -07:00
• 3d1f67616d [Spec Decode] Enable efficient speculative decoding with FlashInfer-MLA (#25984) Benjamin ChislettandGitHub 2025-10-07 16:05:59 -04:00
• 6ebaf43ee4 [V1] Logit processors for rejection sampler (#19482) 4 people 2025-10-07 21:02:49 +01:00
• 0c824fc46f [Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113) 4 people 2025-10-07 15:53:43 -04:00
• eb577e4655 [Bugfix] Add missing sink tensor into flash attn cascade attn implementation (#26325) Pei-Lun LiaoandGitHub 2025-10-07 11:56:39 -07:00
• 8f36850f73 [Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322) Wentao YeandGitHub 2025-10-07 13:50:30 -04:00
• 29fd2662ba [deepseek] add EP8 FusedMOE config for H200 and B200 (#26331) Chen ZhangandGitHub 2025-10-08 01:38:54 +08:00
• 30a3e5af69 [CI] Add Qwen3 MoE NVFP4 to Blackwell lm-eval (#26316) Michael GoinandGitHub 2025-10-07 13:36:15 -04:00
• a38c1bfe09 [ci] Rename test_mxfp4_moe.py to test_ocp_mx_moe.py (#26364) fxmarty-amdandGitHub 2025-10-07 18:52:24 +02:00
• 320feae6f5 [Model] Lfm2Moe (#26344) Paul PakandGitHub 2025-10-08 01:03:05 +09:00
• 1e4ecca1d0 [V0 Deprecation] Remove VLLM_USE_V1 from tests (#26341) Cyrus LeungandGitHub 2025-10-07 23:42:31 +08:00
• c0a7b89d8e [Misc] Move LRUCache into its own file (#26342) Cyrus LeungandGitHub 2025-10-07 23:08:40 +08:00
• 6f59beaf0b [Model] Add support for ModernBertForTokenClassification (#26340) 4 people 2025-10-07 16:29:19 +02:00
• 41f1cf38f2 [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) fxmarty-amdandGitHub 2025-10-07 15:35:26 +02:00
• 08d26a1b7e [Model] Use merge_by_field_config for MM models (Ovis family) (#26308) Isotr0pyandGitHub 2025-10-07 20:54:22 +08:00
• 63773a6200 [Docs] add docs for cuda graph v1 (#24374) 4 people 2025-10-07 20:25:05 +08:00
• 883b42896a Add TRL example notebook to RLHF docs (#26346) Sergio Paniego BlancoandGitHub 2025-10-07 13:31:28 +02:00
• e1098ced95 Add topk logits torch op for DS3.2. (#25945) 3 people 2025-10-07 12:07:32 +02:00
• d100d78eb3 Optimize KV cache distribution for asymmetric pipeline parallelism (#25164) Grant Holmes (Ren)andGitHub 2025-10-07 04:20:30 -05:00
• 7e4cd070b0 [V0 Deprecation] Remove VLLM_USE_V1 from docs and scripts (#26336) Cyrus LeungandGitHub 2025-10-07 16:46:44 +08:00
• 46b0779996 [BugFix] Update KV block hash type from BlockHash to ExternalBlockHash in kv_events_subscriber - #26264 (#26265) SnehlataandGitHub 2025-10-07 14:12:28 +05:30
• de342585ff [Model] Define merge_by_field_config MM interface (R-T) (#26260) 3 people 2025-10-07 13:40:55 +05:30
• 185d8ed44f [responsesAPI][bugfix] serialize harmony messages (#26185) 3 people 2025-10-07 00:07:53 -07:00
• d9836d4517 [Deprecation] Deprecate LLM.set_tokenizer (#26333) Cyrus LeungandGitHub 2025-10-07 14:50:57 +08:00
• 5f7e8a916a [Model] Define merge_by_field_config MM interface (U-Z) (#26261) 3 people 2025-10-07 12:15:49 +05:30
• 4dbdf4a294 [BUG] Fix file parsing for load_format runai_streamer_sharded (#26324) ahao-anyscaleandGitHub 2025-10-06 20:23:07 -07:00
• c6873c4e6d [UX] Support nested dicts in hf_overrides (#25727) Michael GoinandGitHub 2025-10-06 23:19:16 -04:00
• 2111b4643c [Core] Simplify the Dp padding/should ubatch coordination logic (#25768) 3 people 2025-10-06 18:57:49 -07:00
• c50901f3b9 [Docs][DBO] Add initial doc that describes the DBO implementation (#26024) Sage MooreandGitHub 2025-10-06 17:47:28 -07:00
• 8229280a9c [Misc] Define EP kernel arch list in Dockerfile (#25635) Simon MoandGitHub 2025-10-06 17:05:33 -07:00
• f77df94647 [Perf] Add decode full-graph support to FlashInfer-MLA backend (#26313) Benjamin ChislettandGitHub 2025-10-06 19:03:49 -04:00
• f231e5bc21 [ROCm] Split AITER unified attention into its own backend (#25507) Gregory ShtrasbergandGitHub 2025-10-06 18:49:23 -04:00
• 2161efe978 [Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987) Benjamin ChislettandGitHub 2025-10-06 16:16:30 -04:00