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417 Commits

Author SHA1 Message Date
Chen Zhang
f8a1a2d108 [v1] Hybrid Memory Allocator (#17996) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-05 20:47:09 -07:00
Kebe
ef3f98b59f [Bugfix] fix v1 cpu worker fails on macOS (#19121) 2025-06-04 20:17:38 +00:00
Kaixi Hou
41aa578428 [NVIDIA] Add Cutlass MLA backend (#17625) 2025-06-03 21:40:26 -07:00
Li, Jiang
4555143ea7 [CPU] V1 support for the CPU backend (#16441) 2025-06-03 18:43:01 -07:00
Harry Mellor
6865fe0074 Fix interaction between Optional and Annotated in CLI typing (#19093) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Yikun Jiang <yikun@apache.org>
 2025-06-03 21:07:19 +00:00
Simon Mo
02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Reid
17430e3653 [bugfix] small fix logic issue (#18999) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-06-03 05:35:12 +00:00
Rui Qiao
bdce64f236 [V1] Support DP with Ray (#18779) 2025-06-02 21:15:13 -07:00
jennyyyyzhen
ebb1ec9318 [Model] enable data parallel for Llama4 vision encoder (#18368) 
Signed-off-by: yzhen <yzhen@devgpu093.cco2.facebook.com>
Co-authored-by: yZhen <yZhen@fb.com>
Co-authored-by: yzhen <yzhen@devgpu093.cco2.facebook.com>
 2025-06-02 19:22:54 +08:00
Michael Goin
2ad6194a02 Let max_num_batched_tokens use human_readable_int for large numbers (#18968) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-01 11:41:29 +08:00
Michael Goin
d54af615d5 [Bugfix] Fix PP default fallback behavior for V1 (#18915) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-30 10:13:17 +08:00
Harry Mellor
4c2b38ce9e Enable Pydantic mypy checks and convert configs to Pydantic dataclasses (#17599) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-28 12:46:04 +00:00
Isotr0py
1f1b1bc03b [V1][Quantization] Add CUDA graph compatible v1 GGUF support (#18646) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-27 04:40:28 +00:00
Feng XiaoLong
4fc1bf813a [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) 
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
 2025-05-23 16:16:26 -07:00
Cyrus Leung
7d9216495c [Doc] Update references to doc files (#18637) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-23 15:49:21 -07:00
Jiayi Yao
2628a69e35 [V1] Support Deepseek MTP (#18435) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Signed-off-by: YaoJiayi <120040070@link.cuhk.edu.cn>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
 2025-05-23 10:26:28 -07:00
Sanger Steel
c32e249a23 [Frontend] [Core] Add Tensorizer support for V1, LoRA adapter serialization and deserialization (#17926) 
Signed-off-by: Sanger Steel <sangersteel@gmail.com>
 2025-05-22 18:44:18 -07:00
Hyogeun Oh (오효근)
2b16104557 [Misc] Update deprecation message for --enable-reasoning (#18404) 2025-05-21 07:33:11 -07:00
Kebe
5d7f545204 [Frontend] deprecate --device arg (#18399) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2025-05-21 01:21:17 -07:00
Woosuk Kwon
fabe89bbc4 [Spec Decode] Don't fall back to V0 when spec decoding is enabled (#18265) 2025-05-16 16:10:27 -07:00
Lucia Fang
3d2779c29a [Feature] Support Pipeline Parallism in torchrun SPMD offline inference for V1 (#17827) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-05-15 22:28:27 -07:00
Harry Mellor
b18201fe06 Allow users to pass arbitrary JSON keys from CLI (#18208) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-15 21:05:34 -07:00
Sky Lee
f4937a51c1 [Model] vLLM v1 supports Medusa (#17956) 
Signed-off-by: lisiqi23 <lisiqi23@xiaomi.com>
Signed-off-by: skylee-01 <497627264@qq.com>
Co-authored-by: lisiqi23 <lisiqi23@xiaomi.com>
 2025-05-15 21:05:31 -07:00
Nick Hill
55aa7af994 [V1] DP scale-out (2/N): Decouple engine process management and comms (#15977) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-05-13 10:48:21 -07:00
Tao He
60f7624334 Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844) 2025-05-12 19:52:47 -07:00
Reid
009b3d5382 [Misc] not show --model in vllm serve --help (#16691) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-05-11 08:47:58 +00:00
Gregory Shtrasberg
06c0922a69 [FP8][ROCm][Attention] Enable FP8 KV cache on ROCm for V1 (#17870) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-11 15:58:45 +08:00
Kuntai Du
9112155283 [Perf] Use small max_num_batched_tokens for A100 (#17885) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2025-05-11 07:53:23 +00:00
Harry Mellor
4b2ed7926a Improve configs - the rest! (#17562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 15:18:44 -07:00
vllmellm
3c9396a64f [FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
 2025-05-09 10:42:05 +08:00
Harry Mellor
646a31e51e Fix and simplify deprecated=True CLI kwarg (#17781) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-07 16:51:06 +01:00
Jee Jee Li
ba7703e659 [Misc] Remove qlora_adapter_name_or_path (#17699) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-06 23:10:37 -07:00
Aaron Pham
175bda67a1 [Feat] Add deprecated=True to CLI args (#17426) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-05-06 08:11:27 -07:00
Li, Jiang
a6fed02068 [V1][PP] Support PP for MultiprocExecutor (#14219) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
 2025-05-06 07:58:05 -07:00
Michael Goin
d419aa5dc4 [V1] Enable TPU V1 backend by default (#17673) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-06 06:49:49 -07:00
Cyrus Leung
46fae69cf0 [Misc] V0 fallback for --enable-prompt-embeds (#17615) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-03 22:59:24 +00:00
Cyrus Leung
887d7af882 [Core] Gate prompt_embeds behind a feature flag (#17607) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-04 00:19:20 +08:00
Chenyaaang
87baebebd8 [Frontend][TPU] Add TPU default max-num-batched-tokens based on device name (#17508) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-05-02 21:42:44 -07:00
Harry Mellor
785d75a03b Automatically tell users that dict args must be valid JSON in CLI (#17577) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-02 05:24:55 -07:00
Jerry Zhang
109e15a335 Add pt_load_map_location to allow loading to cuda (#16869) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-05-01 23:23:42 -07:00
Chen Xia
61c299f81f [Misc]add configurable cuda graph size (#17201) 
Signed-off-by: CXIAAAAA <cxia0209@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 11:04:50 -07:00
Harry Mellor
6768ff4a22 Move the last arguments in arg_utils.py to be in their final groups (#17531) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 10:31:44 -07:00
Chauncey
98060b001d [Feature][Frontend]: Deprecate --enable-reasoning (#17452) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-01 06:46:16 -07:00
Harry Mellor
a257d9bccc Improve configs - ObservabilityConfig (#17453) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 03:52:05 -07:00
Alec
0be6d05b5e [V1][Metrics] add support for kv event publishing (#16750) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-30 07:44:45 -07:00
Harry Mellor
13698db634 Improve configs - ModelConfig (#17130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-30 10:38:22 +08:00
Harry Mellor
a6977dbd15 Simplify (and fix) passing of guided decoding backend options (#17008) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:02:23 +00:00
Harry Mellor
2ef5d106bb Improve literal dataclass field conversion to argparse argument (#17391) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 16:25:08 +00:00
Hyogeun Oh (오효근)
193e78e35d [Fix] Documentation spacing in compilation config help text (#17342) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-04-29 00:16:17 -07:00
Cyrus Leung
ebb3930d28 [Misc] Move config fields to MultiModalConfig (#17343) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 06:37:21 +00:00