Commit Graph
402 Commits
Author SHA1 Message Date
cabaf4eff3 [Attention] MLA decode optimizations (#12528)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
2025-01-30 23:49:37 -08:00
Harry Mellor 823ab79633 Update pre-commit hooks (#12475)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-01-27 17:23:08 -07:00
Bowen Wangandyoukaichao 2bc3fbba0c [FlashInfer] Upgrade to 0.2.0 (#11194)
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
2025-01-27 18:19:24 +00:00
youkaichao 6dd94dbe94 [perf] fix perf regression from #12253 (#12380)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-24 11:34:27 +08:00
Gregory ShtrasbergandMicah Williamson e97f802b2d [FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
2025-01-23 18:04:03 +00:00
youkaichao 6e650f56a1 [torch.compile] decouple compile sizes and cudagraph sizes (#12243)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-24 02:01:30 +08:00
Konrad Zawora 96f6a7596f [Bugfix] Fix HPU multiprocessing executor (#12167)
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
2025-01-23 02:07:07 +08:00
youkaichao 68ad4e3a8d [Core] Support fully transparent sleep mode (#11743)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-22 14:39:32 +08:00
youkaichao 66818e5b63 [core] separate builder init and builder prepare for each batch (#12253)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-22 14:13:52 +08:00
youkaichao c222f47992 [core][bugfix] configure env var during import vllm (#12209)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-20 19:35:59 +08:00
Cyrus Leung 59a0192fb9 [Core] Interface for accessing model from VllmRunner (#10353)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-01-20 15:00:59 +08:00
youkaichao da02cb4b27 [core] further polish memory profiling (#12126)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-18 12:25:08 +08:00
youkaichao 87a0c076af [core] allow callable in collective_rpc (#12151)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-17 20:47:01 +08:00
youkaichao 92e793d91a [core] LLM.collective_rpc interface and RLHF example (#12084)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-16 20:19:52 +08:00
youkaichao bf53e0c70b Support torchrun and SPMD-style offline inference (#12071)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-16 19:58:53 +08:00
youkaichao ad34c0df0f [core] platform agnostic executor via collective_rpc (#11256)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-15 13:45:21 +08:00
Elfie Guo 0794e7446e [Misc] Add multipstep chunked-prefill support for FlashInfer (#10467) 2025-01-15 12:47:49 +08:00
Konrad Zawora 078da31903 [HPU][Bugfix] set_forward_context and CI test execution (#12014)
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
2025-01-14 11:04:18 +08:00
Chen Zhang 0f8cafe2d1 [Kernel] unified_attention for Attention.forward (#11967)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-01-13 19:28:53 +08:00
Chenguang Li c3f05b09a0 [Misc]Minor Changes about Worker (#11555)
Signed-off-by: Chenguang Li <757486878@qq.com>
2025-01-13 15:47:05 +08:00
8bddb73512 [Hardware][CPU] Multi-LoRA implementation for the CPU backend (#11100)
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Oleg Mosalov <oleg@krai.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Oleg Mosalov <oleg@krai.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-01-12 13:01:52 +00:00
Chen Zhang cf5f000d21 [torch.compile] Hide KV cache behind torch.compile boundary (#11677)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-01-10 13:14:42 +08:00
youkaichao 310aca88c9 [perf]fix current stream (#11870)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-09 07:18:21 +00:00
YiSheng5 d93d2d74fd [XPU] Make pp group initilized for pipeline-parallelism (#11648)
Signed-off-by: yisheng <yi.sheng@intel.com>
2025-01-07 11:09:58 +08:00
Cyrus Leung ee77fdb5de [Doc][2/N] Reorganize Models and Usage sections (#11755)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-01-06 21:40:31 +08:00
Yan Burman 300acb8347 [Core][Bugfix] Use correct device to initialize GPU data during CUDA-graph-capture (#11233)
Signed-off-by: Yan Burman <yanburman@users.noreply.github.com>
Signed-off-by: Ido Asraff <idoa@atero.ai>
2025-01-04 14:50:16 +08:00
Michael Goin bf0d97d786 Update requirements-tpu.txt to support python 3.9 and 3.11 (#11695)
Signed-off-by: mgoin <michael@neuralmagic.com>
2025-01-03 22:36:46 +00:00
Aurick QiaoandAurick Qiao e1a5c2f0a1 [Model] Whisper model implementation (#11280)
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
2025-01-03 16:39:19 +08:00
bjmsongandbjmsong 187e32997c [Bugfix] Change kv scaling factor by param json on nvidia gpu (#11688)
Signed-off-by: bjmsong <bjmsong@126.com>
Co-authored-by: bjmsong <bjmsong@126.com>
2025-01-02 21:11:39 +00:00
youkaichao b12e87f942 [platforms] enable platform plugins (#11602)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-30 20:24:45 +08:00
Isotr0py 7a5286cc04 [Bugfix][Hardware][CPU] Fix CPU input_positions creation for text-only inputs with mrope (#11434)
Signed-off-by: Isotr0py <2037008807@qq.com>
2024-12-24 17:59:51 +08:00
Rafael Vasquez 32aa2059ad [Docs] Convert rST to MyST (Markdown) (#11145)
Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>
2024-12-23 22:35:38 +00:00
Lucas Tuckerandlucast2021 e51719ae72 mypy type checking for vllm/worker (#11418)
Signed-off-by: lucast2021 <lucast2021@headroyce.org>
Co-authored-by: lucast2021 <lucast2021@headroyce.org>
2024-12-23 13:55:49 +00:00
Michael Goin b880ffb87e [Misc] Add tqdm progress bar during graph capture (#11349)
Signed-off-by: mgoin <michael@neuralmagic.com>
2024-12-20 04:35:18 +00:00
6c7f881541 [Model] Add JambaForSequenceClassification model (#10860)
Signed-off-by: Yehoshua Cohen <yehoshuaco@ai21.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Yehoshua Cohen <yehoshuaco@ai21.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-12-19 22:48:06 +08:00
youkaichao 551603feff [core] overhaul memory profiling and fix backward compatibility (#10511)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-16 13:32:25 -08:00
youkaichao be39e3cd18 [core] clean up cudagraph batchsize padding logic (#10996)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-13 06:57:50 +00:00
Sanju C Sudhakaran 8195824206 [Hardware][Intel-Gaudi] Enable LoRA support for Intel Gaudi (HPU) (#10565)
Signed-off-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
2024-12-12 08:09:28 +00:00
youkaichao 91642db952 [torch.compile] use depyf to dump torch.compile internals (#10972)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-11 10:43:05 -08:00
Cyrus Leung cad5c0a6ed [Doc] Update docs to refer to pooling models (#11093)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-12-11 13:36:27 +00:00
Cyrus Leung 8f10d5e393 [Misc] Split up pooling tasks (#10820)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-12-11 01:28:00 -08:00
Mor Zusman ffa48c9146 [Model] PP support for Mamba-like models (#10992)
Signed-off-by: mzusman <mor.zusmann@gmail.com>
2024-12-10 21:53:37 -05:00
Aurick Qiao d5c5154fcf [Misc] LoRA + Chunked Prefill (#9057) 2024-12-11 10:09:20 +08:00
Tyler Michael Smith 9a93973708 [Bugfix] Fix Mamba multistep (#11071)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-12-11 00:16:22 +00:00
youkaichao 1b62745b1d [core][executor] simplify instance id (#10976)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-07 09:33:45 -08:00
youkaichao dcdc3fafe5 [ci] fix broken tests (#10956)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-06 11:25:47 -08:00
Cyrus Leung aa39a8e175 [Doc] Create a new "Usage" section (#10827)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-12-05 11:19:35 +08:00
youkaichao dc5ce861bf [torch.compile] remove compilation_context and simplify code (#10838)
Signed-off-by: youkaichao <youkaichao@gmail.com>
2024-12-03 06:19:02 +00:00
Jani Monoses 9b14d978aa Fix openvino on GPU (#10793) 2024-12-02 18:52:19 +00:00
Kuntai Du 0590ec3fd9 [Core] Implement disagg prefill by StatelessProcessGroup (#10502)
This PR provides initial support for single-node disaggregated prefill in 1P1D scenario.
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: YaoJiayi <120040070@link.cuhk.edu.cn>
2024-12-01 19:01:00 -06:00