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563 Commits

Author SHA1 Message Date
Jevin Jiang
621ca2c0ab
[TPU] Increase block size and reset block shapes (#16458) 2025-05-06 13:55:04 -04:00
Chen Zhang
aabcd2cae3
[v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager (#17479) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 08:50:34 -07:00
Chen Zhang
cba31c47c4
[v1] AttentionMetadata for each layer (#17394) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 07:58:37 -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
Mengqing Cao
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
Nicolò Lucchesi
5941e0b7ea
[TPU][V1] Add support for top-logprobs (#17072) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-05-05 14:20:15 -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
Lucas Wilkinson
0f87d8f7b2
[BugFix][Attention] Fix sliding window attention in V1 giving incorrect results (#17574) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-02 11:01:38 -07:00
Robert Shaw
c777df79f7
[BugFix] Fix Memory Leak (#17567) 
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
 2025-05-02 01:07:03 -07:00
Lucas Wilkinson
afcb3f8863
[Attention] MLA move o_proj q_proj into cuda-graph region (#17484) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-02 03:16:26 +00:00
qizixi
39c0813a7f
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE3 (#17504) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-01 16:19:30 -07:00
Chen Zhang
81ecf425f0
[v1][Spec Decode] Make sliding window compatible with eagle prefix caching (#17398) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-30 18:25:53 +00:00
Russell Bryant
947f2f5375
[V1] Allow turning off pickle fallback in vllm.v1.serial_utils (#17427) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-04-30 16:10:54 +00:00
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
Marko Rosenmueller
77073c77bc
[Core] Prevent side-channel attacks via cache salting (#17045) 
Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
 2025-04-30 20:27:21 +08:00
rongfu.leng
d803786731
[V1][Bugfix]: vllm v1 verison metric num_gpu_blocks is None (#15755) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-04-30 18:20:39 +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
Benjamin Chislett
34120f5acd
[V1][Feature] Enable Speculative Decoding with Structured Outputs (#14702) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-04-30 00:02:10 +00:00
Bryan Lu
70788bdbdc
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE (#17211) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-29 21:10:00 +00:00
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
Chen Zhang
24e6ad3f16
[V1] Remove num_input_tokens from attn_metadata (#17193) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-29 09:28:41 -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
Zhengyuan Su (苏政渊)
17eb306fcc
[Bugfix] Add contiguous call inside rope kernel wrapper (#17091) 
Signed-off-by: 苏政渊 <suzhengyuan@moonshot.cn>
Co-authored-by: 苏政渊 <suzhengyuan@moonshot.cn>
 2025-04-28 19:24:07 -07:00
Ekagra Ranjan
e136000595
[V1][Spec Decode] Make Eagle model arch config driven (#17323) 2025-04-29 10:22:02 +08:00
Michał Moskal
86d9fc29cb
implement Structural Tag with Guidance backend (#17333) 
Signed-off-by: Michal Moskal <michal@moskal.me>
 2025-04-29 02:21:32 +00:00
Lucas Wilkinson
cc5befbced
[BugFix] Fix cascade attention - RuntimeError: scheduler_metadata must have shape (metadata_size) (#17283) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-04-28 13:55:50 -07:00
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
Lily Liu
20e489eaa1
[V1][Spec Decode] Make eagle compatible with prefix caching. (#17137) 
Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-04-27 09:29:43 -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
cascade
690fe019f0
[Feature] support sequence parallelism using compilation pass (#16155) 
Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-04-27 06:29:35 -07:00
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
Chen Zhang
838cedade7
[Bugfix] Get a specific type of layer from forward context (#17222) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-27 00:58:05 -07:00
Ning Xie
fd11a325b8
[MISC] rename interval to max_recent_requests (#14285) 2025-04-26 16:59:18 +00:00
Ning Xie
dc2ceca5c5
[BUGFIX] use random for NONE_HASH only when PYTHONHASHSEED not set (#17088) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-04-26 14:34:24 +00:00
Russell Bryant
f8acd01ff7
[V1] Add structural_tag support using xgrammar (#17085) 2025-04-26 14:06:37 +00:00
Nick Hill
df6f3ce883
[Core] Remove prompt string from engine core data structures (#17214) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-25 23:41:05 -07:00
Nick Hill
b07bf83c7d
[BugFix] Avoid race conditions in zero-copy tensor transmission (#17203) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-26 06:00:07 +00:00
Zijing Liu
53e8cf53a4
[V1][Metrics] Allow V1 AsyncLLM to use custom logger (#14661) 
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-25 22:05:40 -07:00
Woosuk Kwon
1cf0719ebd
[Minor][Spec Decode] Add use_eagle to SpeculativeConfig (#17213) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-25 21:08:15 -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
Daniel Li
48cb2109b6
[V1] Move usage stats to worker and start logging TPU hardware (#16211) 2025-04-25 14:06:01 -06:00
Lu Fang
fc966e9cc6
Only turn on FastIncrementalDetokenizer when tokenizers >= 0.21.1 (#17158) 2025-04-25 17:10:32 +08:00
Sangyeon Cho
6aae216b4e
[Bugfix] remove fallback in guided_json (int range, patterns) (#16725) 
Signed-off-by: csy1204 <josang1204@gmail.com>
Co-authored-by: 조상연[플레이스 AI] <sang-yeon.cho@navercorp.com>
 2025-04-25 06:54:43 +00:00
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
Mark McLoughlin
340d7b1b21
[V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics (#16665) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-24 08:57:40 -07:00
Shanshan Shen
b724afe343
[V1][Structured Output] Clear xgrammar compiler object when engine core shut down to avoid nanobind leaked warning (#16954) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-04-24 06:15:03 -07:00
Harry Mellor
21f4f1c9a4
Improve static type checking in LoRAModelRunnerMixin (#17104) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 06:14:47 -07:00
Rui Qiao
c0dfd97519
[V1][PP] Optimization: continue scheduling prefill chunks (#17080) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-04-24 05:27:08 -07:00
Harry Mellor
0a05ed57e6
Simplify TokenizerGroup (#16790) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 04:43:56 -07:00
Woosuk Kwon
b411418ff0
[Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00