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• 69ff99fdcd [Core] Optimizing cross-attention QKVParallelLinear computation (#12325) 3 people 2025-03-06 10:37:26 +01:00
• 5d802522a7 [V1][VLM][Pixtral-HF] Support Pixtral-HF on V1 (#14275) lkchenandGitHub 2025-03-06 00:58:41 -08:00
• 1769928079 [Model] Update Paligemma multimodal processing with PromptUpdate (#14015) 3 people 2025-03-06 02:31:38 -06:00
• ed6ea06577 [Hardware] Update the flash attn tag to support Blackwell (#14244) Pavani MajetyandGitHub 2025-03-05 22:01:37 -08:00
• 5ee10e990d [Bugfix][CI] ALiBi test case in xformers multi_query_kv_attention (#11301) Nicolò LucchesiandGitHub 2025-03-06 05:00:53 +01:00
• 3dbd2d813a [V1] LoRA - Enable more V1 tests (#14315) 3 people 2025-03-05 22:55:42 -05:00
• f5f7f00cd9 [Bugfix][Structured Output] Support outlines engine with reasoning outputs for DeepSeek R1 (#14114) Ce GaoandGitHub 2025-03-06 11:49:20 +08:00
• abcc61e0af [misc] Mention ray list nodes command to troubleshoot ray issues (#14318) Rui QiaoandGitHub 2025-03-05 18:00:36 -08:00
• f6bb18fd9a [BugFix] MLA + V1, illegal memory access and accuracy issues (#14253) Lucas WilkinsonandGitHub 2025-03-05 20:10:13 -05:00
• 71eaf8969b [Build] Add UV_HTTP_TIMEOUT to avoid timeout during installation (#13850) Yuan TangandGitHub 2025-03-05 20:09:29 -05:00
• ca100c90fe Add benchmark for DeepGEMM and vLLM Block FP8 Dense GEMM (#13917) Michael GoinandGitHub 2025-03-05 20:08:51 -05:00
• ffad94397d [CI/Build] Use spawn multiprocessing mode for V1 test pipeline (#14243) Russell BryantandGitHub 2025-03-05 20:08:02 -05:00
• 4dacaa4a83 [BugFix] Fix prefix caching V0 MLA (#14255) 3 people 2025-03-05 20:07:42 -05:00
• a7ea35aa67 [Bugfix] Remove num_tokens_across_dp (#14302) Tyler Michael SmithandGitHub 2025-03-05 18:55:55 -05:00
• 1e3e76b6cc [Bugfix] Fix DeepSeek MTP crash when using TP1ModelRunner with CUDA graph due to shape mismatch (#14237) pyc96andGitHub 2025-03-05 14:22:40 -08:00
• 53ea6ad830 [V1][Easy] Add empty allowed_token_ids in the v1 sampler test (#14308) Lu FangandGitHub 2025-03-05 13:41:18 -08:00
• 1b7624bf5c [misc] Add FlashMLA as a new option of VLLM_ATTENTION_BACKEND env (#14267) SerenaandGitHub 2025-03-06 05:28:50 +08:00
• ac60dc7fe1 [V1][BugFix] Fix for mixed top_k batch (#14301) 3 people 2025-03-05 12:43:04 -08:00
• bfff9bcd1d [V1] TPU - Remove self.kv_caches bind_kv_caches Alexander Matveev 2025-03-05 20:42:05 +00:00
• a4f1ee35d6 Deprecate best_of Sampling Parameter in anticipation for vLLM V1 (#13997) 4 people 2025-03-05 15:22:43 -05:00
• a32c8669ca [V1][Minor] Remove obsolete FIXME comment (#14304) Nick HillandGitHub 2025-03-05 11:59:23 -08:00
• ca2ca8de57 [Docs] Add Meta Slides (#14297) Simon MoandGitHub 2025-03-05 08:30:23 -08:00
• f71b00a19e [Bugfix] Fix broken vision language example (#14292) Isotr0pyandGitHub 2025-03-05 23:57:10 +08:00
• 8f808cf86e prefix_caching.md: Fixed typo (#14293) DaividFrankandGitHub 2025-03-05 16:43:13 +01:00
• 7bab4bb048 [Misc] Add Qwen2MoeForCausalLM moe tuning support (#14276) Jee Jee LiandGitHub 2025-03-05 23:11:29 +08:00
• e17e4488bd [LoRA] Remove linear hack outside transformers backend (#14177) Isotr0pyandGitHub 2025-03-05 23:06:28 +08:00
• 257e200a25 [V1][Frontend] Add Testing For V1 Runtime Parameters (#14159) Robert ShawandGitHub 2025-03-05 14:18:55 +00:00
• 47d4a7e004 Small update for external_launcher backend docs (#14288) Zhe ZhangandGitHub 2025-03-05 05:30:00 -08:00
• 7f89a594dd [Doc] [3/N] Refer code examples for common cases in dev multimodal processor (#14278) Cyrus LeungandGitHub 2025-03-05 20:29:50 +08:00
• 961644e6a8 [Doc] Update nginx guide: remove privileged from vllm container run and add target GPU ID (#14217) Iacopo PoliandGitHub 2025-03-05 12:44:10 +01:00
• 8d6cd32b7b [Bugfix][V1] Fix allowed_token_ids for v1 Sampler (#14169) Lu FangandGitHub 2025-03-05 00:49:44 -08:00
• ec79b67c77 [Misc][V1] Avoid using envs.VLLM_USE_V1 in mm processing (#14256) Roger WangandGitHub 2025-03-04 23:37:16 -08:00
• 32985bed7c [Frontend] Allow return_tokens_as_token_ids to be passed as a request param (#14066) Benjamin ChislettandGitHub 2025-03-05 01:30:40 -05:00
• dae9ec464c Temporarily disable test_awq_gemm_opcheck (#14251) Michael GoinandGitHub 2025-03-05 01:10:35 -05:00
• 6eaf93020d [platforms] improve rocm debugging info (#14257) youkaichaoandGitHub 2025-03-05 13:32:18 +08:00
• 72c62eae5f [V1] EP/TP MoE + DP Attention (#13931) Tyler Michael SmithandGitHub 2025-03-05 00:27:26 -05:00
• 0a995d5434 [Model] New model support for Phi-4-multimodal-instruct (#14119) Congcong ChenandGitHub 2025-03-04 20:57:01 -08:00
• ade3f7d988 [V1][Bugfix] Do not reset prefix caching metrics (#14235) Cody YuandGitHub 2025-03-04 20:39:13 -08:00
• 0df25101d6 [Bugfix] Fix gptq_marlin for deepseek-v3 (#13750) 3 people 2025-03-05 12:25:53 +08:00
• e123aafdf0 Disable GPTQ AllSpark kernels for CUDA Compiler < 12.0 (#14157) Michael GoinandGitHub 2025-03-04 23:25:24 -05:00
• 5b143d33be Moved numba from common requirements to cuda/rocm specific requirements (#14199) NishidhaandGitHub 2025-03-05 09:55:00 +05:30
• eb59b5a6cb [misc] announce china meetup (#14248) youkaichaoandGitHub 2025-03-05 10:33:50 +08:00
• fbfc3ee37e [V1][TPU] TPU multimodal model support for ragged attention (#14158) Michael GoinandGitHub 2025-03-04 19:58:48 -05:00
• 3e1d223626 [ROCm] Disable a few more kernel tests that are broken on ROCm (#14145) Sage MooreandGitHub 2025-03-04 15:37:55 -08:00
• 4f5b059f14 Clean up unused padding_idx variables across many model definitions (#13240) Tyler Michael SmithandGitHub 2025-03-04 16:27:00 -05:00
• 288ca110f6 [Security] Serialize using safetensors instead of pickle in Mooncake Pipe (#14228) Kuntai DuandGitHub 2025-03-04 15:10:32 -06:00
• c2bd2196fc [v1][Metrics] Add design doc (#12745) 4 people 2025-03-04 20:36:55 +00:00
• 550c7ba3dc [Docs] Update Dockerfile dependency image (#14215) Michael GoinandGitHub 2025-03-04 15:22:11 -05:00
• e5b2f1601a [Frontend] Do prompt_logprobs clamping for chat as well as completions (#14225) Harry MellorandGitHub 2025-03-04 21:13:06 +01:00
• 9badee53de Fix performance when --generation-config is not None (#14223) Harry MellorandGitHub 2025-03-04 20:59:22 +01:00
• beebf4742a [TPU][Profiler] Support start_profile/stop_profile in TPU worker (#13988) 3 people 2025-03-04 11:40:06 -08:00
• f89978ad7c add cutlass support for blackwell fp8 gemm (#13798) kushanamandGitHub 2025-03-04 07:55:07 -08:00
• b3cf368d79 [V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) lkchenandGitHub 2025-03-04 07:43:59 -08:00
• c8525f06fc [V0][Metrics] Deprecate some questionable request time metrics (#14135) Mark McLoughlinandGitHub 2025-03-04 15:11:33 +00:00
• 5db6b2c961 [V1][BugFix] Fix remaining sync engine client shutdown errors/hangs (#13869) Nick HillandGitHub 2025-03-04 07:06:47 -08:00
• 6247bae6c6 [Bugfix] Restrict MacOS CPU detection (#14210) Michael GoinandGitHub 2025-03-04 09:25:27 -05:00
• 3610fb4930 [doc] add "Failed to infer device type" to faq (#14200) youkaichaoandGitHub 2025-03-04 20:47:06 +08:00
• 71c4b40562 [sleep mode] error out with expandable_segments (#14189) youkaichaoandGitHub 2025-03-04 18:54:19 +08:00
• ac65bc92df [platform] add debug logging during inferring the device type (#14195) youkaichaoandGitHub 2025-03-04 18:39:16 +08:00
• f78c0be80a Fix benchmark_moe.py tuning for CUDA devices (#14164) Michael GoinandGitHub 2025-03-04 00:11:03 -05:00
• 66233af7b6 Use math.prod instead of np.prod for trivial ops (#14142) Zhanwen ChenandGitHub 2025-03-04 00:09:22 -05:00
• bf13d40972 [core] Pass all driver env vars to ray workers unless excluded (#14099) Rui QiaoandGitHub 2025-03-03 19:44:17 -08:00
• 989f4f430c [Misc] Remove lru_cache in NvmlCudaPlatform (#14156) Cody YuandGitHub 2025-03-03 19:09:34 -08:00
• bb5b640359 [core] moe fp8 block quant tuning support (#14068) Divakar VermaandGitHub 2025-03-03 19:30:23 -06:00
• c060b71408 [Model] Add support for GraniteMoeShared models (#13313) 3 people 2025-03-03 17:04:52 -07:00
• 79e4937c65 [v1] Add comments to the new ragged paged attention Pallas kernel (#14155) 3 people 2025-03-03 15:00:55 -08:00
• cd1d3c3df8 [Docs] Add GPTQModel (#14056) 3 people 2025-03-04 05:59:09 +08:00
• 19d98e0c7d [Kernel] Optimize moe intermediate_cache usage (#13625) Michael GoinandGitHub 2025-03-03 16:29:53 -05:00
• 2b04c209ee [Bugfix] Allow shared_experts skip quantization for DeepSeekV2/V3 (#14100) Michael GoinandGitHub 2025-03-03 16:20:24 -05:00
• ae122b1cbd [WIP][[V1][Metrics] Implement max_num_generation_tokens, request_params_n, and request_params_max_tokens metrics (#14055) Mark McLoughlinandGitHub 2025-03-03 19:04:45 +00:00
• 872db2be0e [V1] Simplify stats logging (#14082) Nick HillandGitHub 2025-03-03 10:34:14 -08:00
• 2dfdfed8a0 [V0][Metrics] Deprecate some KV/prefix cache metrics (#14136) Mark McLoughlinandGitHub 2025-03-03 18:25:46 +00:00
• c41d27156b [V0][Metrics] Remove unimplemented vllm:tokens_total (#14134) Mark McLoughlinandGitHub 2025-03-03 17:50:22 +00:00
• 91373a0d15 Fix head_dim not existing in all model configs (Transformers backend) (#14141) Harry MellorandGitHub 2025-03-03 17:48:11 +00:00
• 848a6438ae [ROCm] Faster Custom Paged Attention kernels (#12348) TJianandGitHub 2025-03-04 01:24:45 +08:00
• 98175b2816 Improve the docs for TransformersModel (#14147) Harry MellorandGitHub 2025-03-03 17:03:05 +00:00
• 4167252eaf [V1] Refactor parallel sampling support (#13774) Mark McLoughlinandGitHub 2025-03-03 16:15:27 +00:00
• f35f8e2242 [Build] Make sure local main branch is synced when VLLM_USE_PRECOMPILED=1 (#13921) Cody YuandGitHub 2025-03-03 00:43:14 -08:00
• b87c21fc89 [Misc][Platform] Move use allgather to platform (#14010) Mengqing CaoandGitHub 2025-03-03 15:40:04 +08:00
• e584b85afd [Misc] duplicate code in deepseek_v2 (#14106) wang.yuqiandGitHub 2025-03-03 14:10:11 +08:00
• 09e56f9262 [Bugfix] Explicitly include "omp.h" for MacOS to avoid installation failure (#14051) Sheng YaoandGitHub 2025-03-03 09:35:01 +08:00
• cf069aa8aa Update deprecated Python 3.8 typing (#13971) Harry MellorandGitHub 2025-03-03 01:34:51 +00:00
• bf33700ecd [v0][structured output] Support reasoning output (#12955) Ce GaoandGitHub 2025-03-03 03:49:42 +08:00
• bc6ccb9878 [Doc] Source building add clone step (#14086) qux-bbbandGitHub 2025-03-02 18:59:50 +08:00
• 82fbeae92b [Misc] Accurately capture the time of loading weights (#14063) Jun DuanandGitHub 2025-03-01 20:20:30 -05:00
• cc5e8f6db8 [Model] Add LoRA support for TransformersModel (#13770) Jee Jee LiandGitHub 2025-03-02 09:17:34 +08:00
• d54990da47 [v1] Add __repr__ to KVCacheBlock to avoid recursive print (#14081) Chen ZhangandGitHub 2025-03-02 04:46:02 +08:00
• b9f1d4294e [v1][Bugfix] Only cache blocks that are not in the prefix cache (#14073) Chen ZhangandGitHub 2025-03-01 16:25:54 +08:00
• b28246f6ff [ROCm][V1][Bugfix] Add get_builder_cls method to the ROCmAttentionBackend class (#14065) Sage MooreandGitHub 2025-02-28 23:18:32 -08:00
• 3b5567a209 [V1][Minor] Do not print attn backend twice (#13985) Woosuk KwonandGitHub 2025-02-28 23:09:14 -08:00
• fdcc405346 [Doc] Consolidate whisper and florence2 examples (#14050) Isotr0pyandGitHub 2025-03-01 14:49:15 +08:00
• 8994dabc22 [Documentation] Add more deployment guide for Kubernetes deployment (#13841) Kuntai DuandGitHub 2025-02-28 22:44:24 -08:00
• 02296f420d [Bugfix][V1][Minor] Fix shutting_down flag checking in V1 MultiprocExecutor (#14053) Li, JiangandGitHub 2025-03-01 14:31:01 +08:00
• 6a92ff93e1 [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) YajieWangandGitHub 2025-03-01 14:30:59 +08:00
• 6a84164add [Bugfix] Add file lock for ModelScope download (#14060) Jee Jee LiandGitHub 2025-03-01 14:10:28 +08:00
• f64ffa8c25 [Docs] Add pipeline_parallel_size to optimization docs (#14059) Brayden ZhongandGitHub 2025-03-01 00:43:54 -05:00
• bd56c983d6 [torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass (#10902) Luka GovedičandGitHub 2025-02-28 18:20:11 -05:00
• 084bbac8cc [core] Bump ray to 2.43 (#13994) Rui QiaoandGitHub 2025-02-28 13:47:44 -08:00
• 28943d36ce [v1] Move block pool operations to a separate class (#13973) 3 people 2025-03-01 04:53:31 +08:00
• b526ca6726 Add RELEASE.md (#13926) Andrey TalmanandGitHub 2025-02-28 20:25:50 +00:00