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290 Commits

Author SHA1 Message Date
Chenyaaang
33d5e29be9 [TPU] Fix tpu model runner test (#19995) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-06-23 16:04:28 -07:00
lkchen
1bcd15edc7 [BugFix][P/D] Fix for cases where _recving_transfers can be cleaned up when *all* transfer done (#19874) 
Signed-off-by: Linkun Chen <github@lkchen.net>
 2025-06-22 22:41:53 -07:00
amit
4a0f7888a3 [Core] feat: Implement Priority Scheduling in V1 Engine (#19057) 
Signed-off-by: amit <amit.man@gmail.com>
Co-authored-by: Roger Wang <Rogerw0108@gmail.com>
 2025-06-22 20:18:08 -07:00
Vlad Tiberiu Mihailescu
2e3e3c86dc Export NaNs in logits to scheduler_stats if output is corrupted (#18777) 
Signed-off-by: Vlad Mihailescu <vtmihailescu@gmail.com>
 2025-06-20 22:47:16 +08:00
Isotr0py
ee9a1531aa [CI/Build][Bugfix] Fix deadlock on v1 engine test CI (#19872) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-20 09:51:07 +08:00
kourosh hakhamaneshi
e2148dc5ea [Bugfix] Add check_health to v1 async client. (#19821) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
 2025-06-18 21:47:01 -07:00
Maximilien de Bayser
799397ee4f Support embedding models in V1 (#16188) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-18 21:36:33 -07:00
Chen Zhang
a89209b78d [v1] Support mamba2 (#19327) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-18 20:34:15 +00:00
lkchen
d4629dc43f [Misc] Add __str__ for RequestStatus (#19780) 
Signed-off-by: Linkun Chen <github@lkchen.net>
 2025-06-18 03:03:01 +00:00
Isotr0py
1173804dca [Bugfix] Fix TP inference for Flex attention backend (#19657) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-16 11:21:37 +00:00
Chengji Yao
a77aea59fd [TPU] support attention head dim smaller than 128 (#19620) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-06-16 06:40:53 +00:00
Isotr0py
2db9044ab6 [Bugfix] Fix auto dtype casting for BatchFeature (#19316) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-06-14 15:13:08 +00:00
jmswen
c9280e6346 [Bugfix] Respect num-gpu-blocks-override in v1 (#19503) 
Signed-off-by: Jon Swenson <jmswen@gmail.com>
 2025-06-12 11:00:23 +00:00
Nick Hill
d5bdf899e4 [BugFix] Work-around incremental detokenization edge case error (#19449) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-12 06:43:20 +00:00
Ning Xie
2f1c19b245 [CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
leopardracer
7c644ab6d5 Fix Typo in Documentation and Function Name (#19442) 2025-06-10 22:44:11 -07:00
Isotr0py
5f1ac1e1d1 Revert "[v1] Add fp32 support to v1 engine through flex attn" (#19404) 2025-06-10 01:30:20 -07:00
Nick Hill
646d62f636 [Core] Use tuple for kv cache group block ids (#19175) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-10 07:01:17 +02:00
Siyuan Liu
7d44c469fe [TPU]Fix KV cache sharing tests (#19371) 2025-06-09 18:38:15 -04:00
Isotr0py
b8089195b4 [v1] Add fp32 support to v1 engine through flex attn (#19319) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-06-09 22:10:44 +08:00
Luka Govedič
2d8476e465 [BugFix][V1] Fix memory profiling bug (#18974) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-06-07 10:34:51 -07:00
Nick Hill
46ecc57973 [BugFix] Fix tpu_model_runner block_id concatenation (#19228) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-06 16:28:17 -07:00
Adolfo Victoria
ca27f0f9c1 [Bugfix][Core] Update cancellation logic in generate() to handle Generator exits (#19225) 
Co-authored-by: Adolfo Victoria <adovi@meta.com>
 2025-06-06 20:17:54 +00:00
Nick Hill
aad30bd306 [BugFix] Fix MultiConnector test after HMA changes (#19291) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-06 20:16:24 +00:00
jmswen
7353492a47 [Core] Raise when non-multi-instance DP clients target a DP rank (#19227) 
Signed-off-by: Jon Swenson <jmswen@gmail.com>
 2025-06-06 19:03:01 +08:00
Chen Zhang
f8a1a2d108 [v1] Hybrid Memory Allocator (#17996) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-05 20:47:09 -07:00
Benjamin Chislett
3465b87ef8 [Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (#19033) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-06-05 19:10:08 -07:00
Robert Shaw
c56ed8bb0e [Bugfix][Nixl] Fix full prefix cache hit bug (#18632) 
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-06-05 02:07:32 +00:00
Nicolò Lucchesi
b2fac67130 [P/D] Heterogeneous TP (#18833) 
Signed-off-by: nicklucche <nlucches@redhat.com>
 2025-06-04 23:25:34 +00:00
Siyuan Liu
7ee2590478 [TPU] Update dynamo dump file name in compilation test (#19108) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
 2025-06-04 16:13:43 -04:00
jmswen
c8dcc15921 Allow AsyncLLMEngine.generate to target a specific DP rank (#19102) 
Signed-off-by: Jon Swenson <jmswen@gmail.com>
 2025-06-04 08:26:47 -07:00
Seiji Eicher
2669a0d7b5 Fix ValueError: Missing value for tag key(s): model_name,engine. (#19113) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-06-04 17:10:45 +08:00
Siyuan Liu
8e972d9c44 [TPU] Skip hanging tests (#19115) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
 2025-06-04 01:43:00 -07:00
Yan Ru Pei
b712be98c7 feat: add data parallel rank to KVEventBatch (#18925) 2025-06-03 17:14:20 -07:00
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