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256 Commits

Author SHA1 Message Date
Chen Zhang
a8da78eac9
[Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (#19029) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-04 00:14:06 +00:00
Chen Zhang
b5fd9506c1
[Bugfix] get_num_blocks_to_allocate with null_block (#19031) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-03 15:30:55 -07:00
Chen Zhang
6cac54f4d1
[v1] Re-init input batch for multiple kv cache groups (#18654) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-03 21:41:36 +00:00
Yong Hoon Shin
bdf13965ab
[V1] Support cross-layer KV sharing (#18212) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-06-03 20:33:07 +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
Chen Zhang
f32fcd9444
[v1][KVCacheManager] Rename BlockHashType to BlockHash (#19015) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-03 08:01:48 +00:00
Rui Qiao
bdce64f236
[V1] Support DP with Ray (#18779) 2025-06-02 21:15:13 -07:00
Siyuan Liu
9112b443a0
[Hardware][TPU] Initial support of model parallelism with single worker using SPMD (#18011) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Hossein Sarshar <hossein.sarshar@gmail.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-06-03 00:06:20 +00:00
22quinn
9760fd8f6a
[Core] Support inplace model weights loading (#18745) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-02 17:38:50 +08:00
Nick Hill
2dbe8c0774
[Perf] API-server scaleout with many-to-many server-engine comms (#17546) 2025-05-30 08:17:00 -07:00
Carol Zheng
fba02e3bd1
[Bugfix][TPU] Fix tpu model runner testcase failure (#18810) 
Signed-off-by: Carol Zheng <cazheng@google.com>
 2025-05-30 18:04:03 +08:00
Nick Hill
d1d61f3351
[BugFix] Make DP work with connector-delayed new requests (#18559) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Will Eaton <weaton@redhat.com>
 2025-05-29 18:04:18 +00:00
Nicolò Lucchesi
32ce3cf7c9
[V1] Allocate kv_cache with stride order for V1 (#18775) 
Signed-off-by: nicklucche <nlucches@redhat.com>
 2025-05-29 17:54:16 +00:00
Mark McLoughlin
06a0338015
[V1][Metrics] Add API for accessing in-memory Prometheus metrics (#17010) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-27 09:37:06 +00:00
qizixi
c1e4a4052d
[V1][Spec Decode] Support multi-layer eagle draft model (#18030) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-24 09:45:34 +00:00
qizixi
d55e446d13
[V1][Spec Decode] Small refactors to improve eagle bookkeeping performance (#18424) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-24 06:51:22 +00:00
Robert Shaw
2b10ba7491
[Bugfix][Nixl] Fix Preemption Bug (#18631) 
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
 2025-05-23 23:30:16 +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
Chen Zhang
6550114c9c
[v1] Redo "Support multiple KV cache groups in GPU model runner (#17945)" (#18593) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-23 09:39:47 -07:00
Chauncey
b046cf792d
[Feature][V1]: suupports cached_tokens in response usage (#18149) 
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-05-23 01:41:03 -07:00
lkchen
e44d8ce8c7
[Bugfix] Set KVTransferConfig.engine_id in post_init (#18576) 
Signed-off-by: Linkun Chen <github@lkchen.net>
 2025-05-23 02:54:42 +00:00
Mark McLoughlin
c6b636f9fb
[V1][Spec Decoding] Use model_loader.get_model() to load models (#18273) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-23 02:05:44 +00:00
rasmith
46791e1b4b
[AMD] [P/D] Compute num gpus for ROCm correctly in run_accuracy_test.sh (#18568) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-05-22 18:45:35 -07:00
Harry Mellor
ca86a7cf6e
[CI/Build] Update bamba test model location (#18544) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-22 06:01:07 -07:00
Jee Jee Li
db5a29ba19
[Bugfix] Fix LoRA test (#18518) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-21 21:48:53 -07:00
Mark McLoughlin
bb0a311213
Revert "[v1] Support multiple KV cache groups in GPU model runner (#17945) (#18459) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-21 10:25:23 -07:00
Bowen Wang
7fdfa01530
[Sampler] Adapt to FlashInfer 0.2.3 sampler API (#15777) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-05-16 15:14:03 -07:00
Seiji Eicher
541817670c
[Misc] Add Ray Prometheus logger to V1 (#17925) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-05-16 01:02:42 -07:00
Lucia Fang
8795eb9975
[Bugfix] Fix test_eagle test (#18223) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-05-15 15:59:42 -07:00
David Xia
de71fec81b
[CI] don't skip fixed test_kv_cache_events() (#18183) 
Signed-off-by: David Xia <david@davidxia.com>
 2025-05-14 23:17:16 -07:00
Ning Xie
420caf7557
[UT] Add ut for none hash (#17892) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-05-15 13:28:11 +08:00
Mark McLoughlin
65334ef3b9
[V1][Metrics] Remove unused code (#18158) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-14 20:13:17 -07:00
Chen Zhang
e60f550b38
[v1] Support multiple KV cache groups in GPU model runner (#17945) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-14 18:54:54 -07:00
Michael Goin
2142035b51
[V1] Support multiple kv connectors (#17564) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-05-14 16:28:02 -07:00
Russell Bryant
78aa341d12
[CI] Fix race condition in test_kv_cache_events test (#18169) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-05-14 16:27:48 -07:00
Aaron Pham
2fc9075b82
[V1] Structured Outputs + Thinking compatibility (#16577) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-05-14 15:45:24 -07:00
Robert Shaw
856865008e
[CI] Disable Failing Tests (#18165) 2025-05-14 13:49:56 -07:00
Nick Hill
59dd311cf5
[KVConnector] Keep KVTransferParams as a dict (#18033) 2025-05-14 08:05:57 -07:00
Chen Zhang
f2ae883b67
[v1][KVCacheManager] pass num_new_computed_tokens to kv cache manager (#18001) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-13 19:09:39 -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
Chen Zhang
f0d610a8ae
[v1][KVCacheManager] Avoid full cache hit by controlling max_length (#17999) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-13 06:50:38 +00:00
Chauncey
dc1a821768
[Feature][V1] Support tool_choice: required when using Xgrammar as the StructuredOutputBackend. (#17845) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-12 23:01:31 -07:00
wwl2755
dc9905368d
[V1][Spec Decode] Eagle unit tests (#17350) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-05-12 23:01:17 +00:00
Russell Bryant
ebab1ac37c
[CI] Make JSON output tests less likely to fail (#17859) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-05-12 22:31:54 +00:00
Robert Shaw
d19110204c
[P/D] NIXL Integration (#17751) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
 2025-05-12 09:46:16 -07:00
Cheng Kuan Yong Jason
08bf784078
[Bugfix] validate grammar and throw 400 error instead of crashing the engine when xgrammar validation fails (#17623) 
Signed-off-by: Jason Cheng <jasoncky96@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-05-12 09:06:10 +08:00
Chen Zhang
ca66a1674c
[v1] Rename specialized_manager.py to single_type_kv_cache_manager.py (#17946) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-10 16:14:12 -07:00
Chen Zhang
950751a987
[v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders (#17483) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-10 16:12:04 -07:00
Chen Zhang
200da9a517
[v1] Move block management logic from KVCacheManager to SpecializedManager (#17474) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-09 15:25:34 +00:00
Ning Xie
d310e6de98
[BUGFIX]: return fast when request requires prompt logprobs (#17251) 2025-05-08 21:25:41 -07:00