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538 Commits

Author SHA1 Message Date
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
Michael Goin
ed50f46641
[Bugfix] Enable V1 usage stats (#16986) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-23 19:54:00 -07:00
Woosuk Kwon
41fb013d29
[V1][Spec Decode] Always use argmax for sampling draft tokens (#16899) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-23 14:57:43 -07:00
Yong Hoon Shin
32d4b669d0
[BugFix][V1] Fix int32 token index overflow when preparing input ids (#16806) 2025-04-23 12:12:35 -07:00
Travis Johnson
3cde34a4a4
[Frontend] Support guidance:no-additional-properties for compatibility with xgrammar (#15949) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
 2025-04-23 18:34:41 +00:00
Harry Mellor
bdb3660312
Use @property and private field for data_parallel_rank_local (#17053) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-23 08:50:08 -07:00
Harry Mellor
53c0fa1e25
Ensure that pid passed to kill_process_tree is int for mypy (#17051) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-23 07:32:26 -07:00
Lucas Wilkinson
d0da99fb70
[BugFix] llama4 fa3 fix - RuntimeError: scheduler_metadata must have shape (metadata_size) (#16998) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-04-22 21:49:24 -07:00
Nick Hill
b2f195c429
[V1] Avoid socket errors during shutdown when requests are in in-flight (#16807) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-23 12:36:29 +08:00
Nick Hill
1e013fa388
[V1][DP] More robust DP/EP dummy request coordination (#16277) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 19:12:15 -07:00
Chenyaaang
83d933718c
[Core][V1][TPU] Enable structured decoding on TPU V1 (#16499) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-04-22 18:05:23 -06:00
Nick Hill
5175b884f7
[BugFix] Remove default multiproc executor collective_rpc timeout (#17000) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 23:27:14 +00:00
Nick Hill
e4d6144232
[BugFix] Fix incremental detokenization perf issue (#16963) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 08:16:19 +00:00
Woosuk Kwon
c4ab9f3e71
[V1] Remove pre-allocation for KV cache (#16941) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-22 00:52:18 -07:00
Chauncey
acba33a0f1
[Bugfix] Fix the issue where llm.generate cannot be called repeatedly after setting GuidedDecodingParams (#16767) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-04-22 06:02:20 +00:00
SnowCharm
a114bf20a3
[Perf] Optimize _update_states for GPU model runner (#16910) 
Signed-off-by: snowcharm <snowcharmqq@gmail.com>
 2025-04-22 14:01:54 +08:00
Jeffrey Li
0e4254492f
[Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other (#16863) 
Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
 2025-04-22 11:40:19 +08:00
Woosuk Kwon
1311913f55
[BugFix][Spec Decode] No in-place update to draft probs (#16952) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 19:54:19 -07:00
Nicolò Lucchesi
fa3bba2a53
[TPU][V1] Enable Top-P (#16843) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-04-22 00:46:07 +00:00
Michael Goin
986537f1c3
[V1] V1 FlashInfer Attention (#16684) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Aurick Qiao <qiao@aurick.net>
 2025-04-22 00:38:41 +00:00
Nicolò Lucchesi
210207525e
[TPU][V1] Capture multimodal encoder during model compilation (#15051) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
 2025-04-21 18:36:59 -06:00
Chengji Yao
471fe65630
[TPU][V1] Implicitly adjust page size when there's SMEM OOM (#16871) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-04-21 15:43:13 -06:00
Woosuk Kwon
3a0fba5cf4
[V1][Spec Decode] Handle draft tokens beyond max_model_len (#16087) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 12:38:50 -07:00
Han Zhang
d41faaf9df
Restore buffers when wake up from level 2 sleep (#16564) (#16889) 
Signed-off-by: Han <zh950713@gmail.com>
 2025-04-21 20:18:28 +08:00
Staszek Paśko
87aaadef73
Serialize tensors using int8 views (#16866) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-19 10:28:34 -07:00
vie-serendipity
d9737ca1c6
[V1][Misc] stop update prefix cache stats when logs_stats is disabled (#16460) 
Signed-off-by: vie-serendipity <2733147505@qq.com>
 2025-04-19 02:25:19 -07:00