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687 Commits

Author SHA1 Message Date
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
Cyrus Leung
61e0a506a3
[Bugfix] Avoid repeatedly creating dummy data during engine startup (#17935) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-12 22:40:19 -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
Vadim Markovtsev
b2da14a05a
Improve exception reporting in MP engine (#17800) 
Signed-off-by: Vadim Markovtsev <vadim@poolside.ai>
 2025-05-08 05:32:39 +00:00
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
Satyajith Chilappagari
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
 2025-05-07 00:07:30 -07:00
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
Gregory Shtrasberg
de906b95f9
[Bugfix] Fix for the condition to accept empty encoder inputs for mllama (#17732) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-06 19:59:06 +00:00
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
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -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
Cyrus Leung
cb234955df
[Misc] Clean up input processing (#17582) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 08:11:53 -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
Andrew Sansom
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings (#15428) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 01:06:39 -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
Gabriel Marinho
1c2bc7ead0
Truncation control for embedding models (#14776) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-04-30 09:24:57 +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
Harry Mellor
f94886946e
Improve conversion from dataclass configs to argparse arguments (#17303) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 16:22:12 +00:00
Cyrus Leung
aec9674dbe
[Core] Remove legacy input mapper/processor from V0 (#15686) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-28 15:38:48 +08:00
Lucas Wilkinson
d8bccde686
[BugFix] Fix vllm_flash_attn install issues (#17267) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-27 17:27:56 -07:00
Cyrus Leung
4213475ec7
[Metrics] Fix minor inconsistencies in bucket progression (#17262) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-27 16:19:39 +00:00
Flex Wang
18445edd0f
[Misc] Change buckets of histogram_iteration_tokens to [1, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8096] to represent number of tokens (#17033) 
Signed-off-by: sfc-gh-zhwang <flex.wang@snowflake.com>
 2025-04-27 12:30:53 +00:00
changjun.lee
10fd1d7380
[Bugfix] fix error due to an uninitialized tokenizer when using skip_tokenizer_init with num_scheduler_steps (#9276) 
Signed-off-by: changjun.lee <pord7457@gmail.com>
 2025-04-26 11:51:17 -04:00
rasmith
68af5f6c5c
[AMD][FP8][BugFix] Remove V1 check in arg_utils.py for FP8 since it is not necessary (#17215) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-04-25 19:55:05 -07:00
Benjamin Chislett
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support (#16937) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-25 15:43:07 -07:00
rasmith
a41351f363
[Quantization][FP8] Add support for FP8 models with input_scale for output projection and QK quantization (#15734) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-04-25 00:45:02 -07:00
Harry Mellor
6ca0234478
Move missed SchedulerConfig args into scheduler config group in EngineArgs (#17131) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 22:48:53 -07:00
Yinghai Lu
fe92176321
Add collective_rpc to llm engine (#16999) 
Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai>
 2025-04-24 20:16:52 +00:00
Harry Mellor
0fa939e2d1
Improve configs - LoRAConfig + PromptAdapterConfig (#16980) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 10:29:34 -07:00