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• c20ef40fd0 [Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 3 people 2025-05-07 21:28:47 +01:00
• db593aa67f [Quantization] Quark MXFP4 format loading (#16943) Bowen BaoandGitHub 2025-05-07 12:05:05 -07:00
• f98e307588 [Bugfix] Fix missing lora name mapping for lora without prefix (#17793) Isotr0pyandGitHub 2025-05-08 00:17:12 +08:00
• 646a31e51e Fix and simplify deprecated=True CLI kwarg (#17781) Harry MellorandGitHub 2025-05-07 16:51:06 +01:00
• be8ff88e66 [Bugfix] Fix Video IO error for short video (#17791) Isotr0pyandGitHub 2025-05-07 23:36:06 +08:00
• 1a6af1453d Only depend on importlib-metadata for Python < 3.10 (#17776) Christian HeimesandGitHub 2025-05-07 16:51:06 +02:00
• 32aa74c09c [ROCm][FP8][Kernel] FP8 quantization fused into Custom Paged Attention (#17139) Gregory ShtrasbergandGitHub 2025-05-07 10:12:35 -04:00
• 7377dd0307 [doc] update the issue link (#17782) 3 people 2025-05-07 20:29:05 +08:00
• 98c89e16ff Make key optional for rotary embedding (#17566) Yong Hoon ShinandGitHub 2025-05-07 00:11:46 -07:00
• 324a3119b0 Fix test_memory_usage_no_spec (#17754) Yong Hoon ShinandGitHub 2025-05-07 00:10:33 -07:00
• 8a15c2603a [Frontend] Add missing chat templates for various MLLMs (#17758) Cyrus LeungandGitHub 2025-05-07 15:10:01 +08:00
• 043e4c4955 Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) +212 people 2025-05-07 00:07:30 -07:00
• ba7703e659 [Misc] Remove qlora_adapter_name_or_path (#17699) Jee Jee LiandGitHub 2025-05-07 14:10:37 +08:00
• f80ae5bdcf [Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 3 people 2025-05-07 14:10:02 +08:00
• 1a45a61387 [Kernel] GGUF MoeVec kernel (#16780) 3 people 2025-05-07 14:07:23 +08:00
• c3e9d5060e [Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726) Isotr0pyandGitHub 2025-05-07 12:51:33 +08:00
• 822de7fb94 [Misc] Split model loader (#17712) Jee Jee LiandGitHub 2025-05-07 12:42:26 +08:00
• 8d84d836d1 [BugFix][Spec Decode] Fix hidden size mismatch between target and eagle head (#17740) Woosuk KwonandGitHub 2025-05-06 19:51:26 -07:00
• 950b71186f Replace lm-eval bash script with pytest and use enforce_eager for faster CI (#17717) Michael GoinandGitHub 2025-05-06 21:00:10 -04:00
• e50a1f1a9c [TPU] Add kernel test for moe_pallas (#17496) Michael GoinandGitHub 2025-05-06 20:59:57 -04:00
• a17cef70ea Removed unused marlin cuda code (#17684) Michael GoinandGitHub 2025-05-06 20:59:47 -04:00
• 18dd5e01f2 [Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146) Chih-Chieh YangandGitHub 2025-05-06 20:59:30 -04:00
• 6de3e13413 Add logging for torch nightly version (#17669) Yang WangandGitHub 2025-05-06 17:45:51 -07:00
• ed3a1d2106 [ROCm] fix num_stages for default moe config to avoid triton OutOfResource error (#17744) Hongxia YangandGitHub 2025-05-06 20:39:48 -04:00
• 022afbeb4e Fix doc build performance (#17748) Harry MellorandGitHub 2025-05-07 01:36:41 +01:00
• 2f925e5777 [Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode (#16828) 3 people 2025-05-06 18:21:48 -04:00
• de906b95f9 [Bugfix] Fix for the condition to accept empty encoder inputs for mllama (#17732) Gregory ShtrasbergandGitHub 2025-05-06 15:59:06 -04:00
• d456aea71f [Misc] Add Next Edit Prediction (NEP) datasets support in benchmark_serving.py (#16839) 3 people 2025-05-06 21:38:45 +02:00
• 621ca2c0ab [TPU] Increase block size and reset block shapes (#16458) Jevin JiangandGitHub 2025-05-06 10:55:04 -07:00
• 6115b11582 Make right sidebar more readable in "Supported Models" (#17723) Harry MellorandGitHub 2025-05-06 17:48:26 +01:00
• 5b8c390747 [Bugfix] Fix modality limits in vision language example (#17721) Cyrus LeungandGitHub 2025-05-07 00:12:28 +08:00
• 7525d5f3d5 [doc] Add RAG Integration example (#17692) 3 people 2025-05-07 00:10:23 +08:00
• aabcd2cae3 [v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager (#17479) Chen ZhangandGitHub 2025-05-06 23:50:34 +08:00
• 0d115460a7 [Docs] Use gh-file to add links to tool_calling.md (#17709) Michael YaoandGitHub 2025-05-06 23:27:19 +08:00
• 175bda67a1 [Feat] Add deprecated=True to CLI args (#17426) Aaron PhamandGitHub 2025-05-06 11:11:27 -04:00
• cba31c47c4 [v1] AttentionMetadata for each layer (#17394) Chen ZhangandGitHub 2025-05-06 22:58:37 +08:00
• a6fed02068 [V1][PP] Support PP for MultiprocExecutor (#14219) Li, JiangandGitHub 2025-05-06 22:58:05 +08:00
• d419aa5dc4 [V1] Enable TPU V1 backend by default (#17673) Michael GoinandGitHub 2025-05-06 09:49:49 -04:00
• f9bc5a0693 [Bugfix] Fix triton import with local TritonPlaceholder (#17446) Mengqing CaoandGitHub 2025-05-06 17:53:09 +08:00
• 05e1f96419 Fix dockerfilegraph pre-commit hook (#17698) Harry MellorandGitHub 2025-05-06 09:56:48 +01:00
• 6eae34533a [Misc] Fix ScalarType float4 naming (#17690) Lucas WilkinsonandGitHub 2025-05-06 04:07:15 -04:00
• 63ced7b43f [Doc] Update notes for H2O-VL and Gemma3 (#17219) Cyrus LeungandGitHub 2025-05-06 15:51:02 +08:00
• dc47ba32f8 [Bugfix] Fixed prompt length for random dataset (#17408) Mikhail PodvitskiiandGitHub 2025-05-06 09:00:08 +02:00
• edbf2d609e [easy] Fix logspam on PiecewiseBackend errors (#17138) Richard ZouandGitHub 2025-05-06 02:46:11 -04:00
• 999328be0d [Model] Add GraniteMoeHybrid 4.0 model (#17497) 5 people 2025-05-06 06:00:31 +02:00
• 98834fefaa Update nm to rht in doc links + refine fp8 doc (#17678) Michael GoinandGitHub 2025-05-05 20:41:14 -04:00
• 90bd2ae172 [Bugfix] LoRA - Retire unused maxnreg LoRA kernel argument (#17677) Varun Sundar RabindranathandGitHub 2025-05-06 06:04:29 +05:30
• 5941e0b7ea [TPU][V1] Add support for top-logprobs (#17072) Nicolò LucchesiandGitHub 2025-05-05 23:20:15 +02:00
• 9765940824 [TPU] Enable gemma3-27b with TP>1 on multi-chips. (#17335) XiongfeiWeiandGitHub 2025-05-05 14:19:58 -07:00
• 5ea5c514da [BugFix] Increase timeout for startup failure test (#17642) Nick HillandGitHub 2025-05-05 13:53:19 -07:00
• d3efde8176 [Benchmarks] Remove invalid option under V1 engine (#17651) Russell BryantandGitHub 2025-05-05 16:30:22 -04:00
• aea302be6c Use git-path commit in hook (#17616) Thomas J. FanandGitHub 2025-05-05 13:55:32 -04:00
• cc05b90d86 [Doc] Fix broken cuda installation doc rendering (#17654) Isotr0pyandGitHub 2025-05-06 01:52:40 +08:00
• 1d0c9d6b2d [Kernel] some optimizations for dense marlin and moe marlin (#16850) Jinzhen LinandGitHub 2025-05-06 00:39:30 +08:00
• f62cad6431 [Build/CI] Upgrade CUTLASS to 3.9.2 (#17641) Tyler Michael SmithandGitHub 2025-05-04 22:23:17 -04:00
• 5394ad7387 [Bugfix] fix KeyError on top logprobs are special tokens (#17637) ChaunceyandGitHub 2025-05-05 10:22:35 +08:00
• 68e1ee0072 [Bugfix][Easy] Fix whitespace in shm_broadcast.py logging (#17635) Tyler Michael SmithandGitHub 2025-05-04 22:20:19 -04:00
• bcf3c8230d Merge branch 'main' into woosuk-jf woosuk-jf Woosuk Kwon 2025-05-04 11:16:07 -07:00
• 2858830c39 [Bugfix] Prioritize dtype in root config before checking text config (#17629) Cyrus LeungandGitHub 2025-05-04 20:43:05 +08:00
• d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) Harry MellorandGitHub 2025-05-04 03:42:43 +01:00
• 46fae69cf0 [Misc] V0 fallback for --enable-prompt-embeds (#17615) Cyrus LeungandGitHub 2025-05-04 06:59:24 +08:00
• b73fdb927a draft disable-sd LiuXiaoxuanPKU 2025-05-03 10:50:34 -07:00
• a01af39aa8 Merge branch 'main' into woosuk-jf Woosuk Kwon 2025-05-03 10:42:43 -07:00
• f66f1e0fa3 [Bugfix] Fix broken Qwen2.5-omni tests (#17613) Isotr0pyandGitHub 2025-05-04 01:08:14 +08:00
• 887d7af882 [Core] Gate prompt_embeds behind a feature flag (#17607) Cyrus LeungandGitHub 2025-05-04 00:19:20 +08:00
• a92842454c [Bugfix][ROCm] Using device_type because on ROCm the API is still torch.cuda (#17601) Gregory ShtrasbergandGitHub 2025-05-03 01:25:47 -04:00
• c8386fa61d [Build/CI] Upgrade CUTLASS to 3.9.1 (#17602) Tyler Michael SmithandGitHub 2025-05-03 01:25:14 -04:00
• 87baebebd8 [Frontend][TPU] Add TPU default max-num-batched-tokens based on device name (#17508) ChenyaaangandGitHub 2025-05-02 21:42:44 -07:00
• e3d0a1d190 [Quantizaton] [AMD] Add support for running DeepSeek int8 w8a8 MoE on ROCm (#17558) rasmithandGitHub 2025-05-02 23:41:10 -05:00
• d47b605eca Update test requirements to CUDA 12.8 (#17576) 22quinnandGitHub 2025-05-02 21:40:15 -07:00
• 22c6f6397f [Neuron][Build] Require setuptools >= 77.0.3 for PEP 639 (#17603) Liangfu ChenandGitHub 2025-05-02 19:41:59 -07:00
• 3ec97e2cc5 [release] Add command to clean up Docker containers/images in TPU release machine (#17606) Kevin H. LuuandGitHub 2025-05-02 18:54:34 -07:00
• 9b103a1d76 fix typo in logging (#17605) Eric HartfordandGitHub 2025-05-02 21:04:40 -04:00
• b90b0852e9 [easy] Print number of needed GPUs in skip message (#17594) Richard ZouandGitHub 2025-05-02 18:27:43 -04:00
• 9352cdb56d [Hardware][AMD] Improve OAM device ID + llama4 Maverick MOE tuning (#16263) 3 people 2025-05-02 12:44:19 -07:00
• 182f40ea8b Add NVIDIA TensorRT Model Optimizer in vLLM documentation (#17561) ZhiyuandGitHub 2025-05-02 11:36:46 -07:00
• 3e887d2e0c permute/unpermute kernel for moe optimization (#14568) Caleb_DuandGitHub 2025-05-03 02:31:55 +08:00
• 3015d5634e [BugFix][Attention] Fix sliding window attention in V1 giving incorrect results (#17574) v0.8.5.post1 v0.8.5 Lucas Wilkinsonandsimon-mo 2025-05-02 14:01:38 -04:00
• edb5286ea5 [BugFix] Fix Memory Leak (#17567) Robert Shawandsimon-mo 2025-05-02 04:07:03 -04:00
• 0f87d8f7b2 [BugFix][Attention] Fix sliding window attention in V1 giving incorrect results (#17574) Lucas WilkinsonandGitHub 2025-05-02 14:01:38 -04:00
• 4c33d67321 [Bugfix] fix tmp_out and exp_sums dimensions (#17438) Hui LiuandGitHub 2025-05-02 09:44:07 -07:00
• c335930d75 benchmark LiuXiaoxuanPKU 2025-05-02 09:23:30 -07:00
• cb234955df [Misc] Clean up input processing (#17582) Cyrus LeungandGitHub 2025-05-02 23:11:53 +08:00
• 3a500cd0b6 [doc] miss result (#17589) 3 people 2025-05-02 22:04:49 +08:00
• 868c546da4 Support W8A8 INT8 MoE for compressed-tensors (#16745) Michael GoinandGitHub 2025-05-02 08:03:32 -06:00
• 99404f53c7 [Security] Fix image hash collision (#17378) Cyrus LeungandGitHub 2025-05-02 20:36:39 +08:00
• 785d75a03b Automatically tell users that dict args must be valid JSON in CLI (#17577) Harry MellorandGitHub 2025-05-02 13:24:55 +01:00
• 6d1479ca4b [doc] add the print result (#17584) 3 people 2025-05-02 20:24:45 +08:00
• b8b0859b5c add more pytorch related tests for torch nightly (#17422) Yang WangandGitHub 2025-05-02 03:29:59 -07:00
• d7543862bd [Misc] Rename assets for testing (#17575) Cyrus LeungandGitHub 2025-05-02 18:29:25 +08:00
• c777df79f7 [BugFix] Fix Memory Leak (#17567) Robert ShawandGitHub 2025-05-02 04:07:03 -04:00
• cc2a77d7f1 [Core] [Bugfix] Add Input Embeddings (#15428) 7 people 2025-05-02 03:06:39 -05:00
• 9e2de9b9e9 [Bugifx] Remove TritonPlaceholder from sys.modules (#17317) Isotr0pyandGitHub 2025-05-02 15:45:01 +08:00
• 109e15a335 Add pt_load_map_location to allow loading to cuda (#16869) Jerry ZhangandGitHub 2025-05-01 23:23:42 -07:00
• f192ca90e6 Fix PixtralHF missing spatial_merge_size (#17571) Michael GoinandGitHub 2025-05-01 23:14:09 -06:00
• f89d0e11bf [Misc] Continue refactoring model tests (#17573) Cyrus LeungandGitHub 2025-05-02 13:06:08 +08:00
• b4003d11fc Check if bitblas is installed during support check (#17572) Michael GoinandGitHub 2025-05-01 22:32:54 -06:00
• 292fc59d61 [CI] Actually run tests/kv_transfer/test_disagg.py in CI (#17555) Michael GoinandGitHub 2025-05-01 22:05:04 -06:00
• afcb3f8863 [Attention] MLA move o_proj q_proj into cuda-graph region (#17484) Lucas WilkinsonandGitHub 2025-05-01 23:16:26 -04:00
• afb12e4294 [Doc] note that not all unit tests pass on CPU platforms (#17554) David XiaandGitHub 2025-05-01 22:57:21 -04:00