1173804dca
[Bugfix] Fix TP inference for Flex attention backend ( #19657 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-06-16 11:21:37 +00:00
2db9044ab6
[Bugfix] Fix auto dtype casting for BatchFeature ( #19316 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-06-14 15:13:08 +00:00
d5bdf899e4
[BugFix] Work-around incremental detokenization edge case error ( #19449 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-06-12 06:43:20 +00:00
ca27f0f9c1
[Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits ( #19225 )
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Co-authored-by: Adolfo Victoria <adovi@meta.com>
2025-06-06 20:17:54 +00:00
7353492a47
[Core] Raise when non-multi-instance DP clients target a DP rank ( #19227 )
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Signed-off-by: Jon Swenson <jmswen@gmail.com>
2025-06-06 19:03:01 +08:00
c8dcc15921
Allow AsyncLLMEngine.generate to target a specific DP rank ( #19102 )
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Signed-off-by: Jon Swenson <jmswen@gmail.com>
2025-06-04 08:26:47 -07:00
b712be98c7
feat: add data parallel rank to KVEventBatch ( #18925 )
2025-06-03 17:14:20 -07:00
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
2dbe8c0774
[Perf] API-server scaleout with many-to-many server-engine comms ( #17546 )
2025-05-30 08:17:00 -07:00
d1d61f3351
[BugFix] Make DP work with connector-delayed new requests ( #18559 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Will Eaton <weaton@redhat.com>
2025-05-29 18:04:18 +00:00
06a0338015
[V1][Metrics] Add API for accessing in-memory Prometheus metrics ( #17010 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-27 09:37:06 +00:00
de71fec81b
[CI] don't skip fixed `test_kv_cache_events()` ( #18183 )
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Signed-off-by: David Xia <david@davidxia.com>
2025-05-14 23:17:16 -07:00
78aa341d12
[CI] Fix race condition in test_kv_cache_events test ( #18169 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-14 16:27:48 -07:00
856865008e
[CI] Disable Failing Tests ( #18165 )
2025-05-14 13:49:56 -07:00
55aa7af994
[V1] DP scale-out (2/N): Decouple engine process management and comms ( #15977 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-05-13 10:48:21 -07:00
5ea5c514da
[BugFix] Increase timeout for startup failure test ( #17642 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-05-05 20:53:19 +00:00
aa4502e7f3
[CI][Bugfix] Fix failing V1 Test due to missing 'cache_salt' arg ( #17500 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-30 21:03:30 -07:00
0be6d05b5e
[V1][Metrics] add support for kv event publishing ( #16750 )
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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
77073c77bc
[Core] Prevent side-channel attacks via cache salting ( #17045 )
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Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
2025-04-30 20:27:21 +08:00
df6f3ce883
[Core] Remove prompt string from engine core data structures ( #17214 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 23:41:05 -07:00
53e8cf53a4
[V1][Metrics] Allow V1 AsyncLLM to use custom logger ( #14661 )
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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
c0dfd97519
[V1][PP] Optimization: continue scheduling prefill chunks ( #17080 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-04-24 05:27:08 -07:00
0a05ed57e6
Simplify `TokenizerGroup` ( #16790 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-24 04:43:56 -07:00
0e4254492f
[Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other ( #16863 )
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Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
2025-04-22 11:40:19 +08:00
7f6d47c1a2
[V1][BugFix] Exit properly if engine core fails during startup ( #16137 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-07 15:30:15 -07:00
66d433b94f
[V1] Revert the default `max_num_seqs` to V0 values for most hardware ( #16158 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-07 13:54:36 -04:00
15dac210f0
[V1] AsyncLLM data parallel ( #13923 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-27 16:14:41 -07:00
54aa619459
[V1] Refactor num_computed_tokens logic ( #15307 )
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Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-03-27 04:54:36 +00:00
27df5199d9
Support SHA256 as hash function in prefix caching ( #15297 )
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Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
2025-03-26 11:11:28 -07:00
9d72daf4ce
[V1][Perf] Simpler request output queues ( #15156 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
2025-03-24 22:44:08 +00:00
d8e82bc06d
[Bugfix] fix V1 Engine crash while handling requests with duplicate request id ( #15043 )
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Signed-off-by: Jiahui Sun <jhsun2020@gmail.com>
2025-03-20 10:01:02 -07:00
61c7a1b856
[V1] Minor V1 async engine test refactor ( #15075 )
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Signed-off-by: andoorve <murali.andoorveedu@mail.utoronto.ca>
Co-authored-by: andoorve <murali.andoorveedu@mail.utoronto.ca>
2025-03-19 10:37:17 -07:00
f690372b68
[Core] Update dtype detection and defaults ( #14858 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-19 13:49:33 +08:00
2bb0e1a799
[Bugfix][ROCm] running new process using spawn method for rocm in tests. ( #14810 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-03-17 11:33:35 +00:00
a73e183e36
[Misc] Replace os environ to monkeypatch in test suite ( #14516 )
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Signed-off-by: sibi <85477603+t-sibiraj@users.noreply.github.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
2025-03-16 20:35:57 -07:00
d4d93db2c5
[V1] V1 Enablement Oracle ( #13726 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2025-03-14 22:02:20 -07:00
02fcaa3d0a
[V1] Detokenizer: Respect Stop Tokens + not include_stop_str_in_output ( #14624 )
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Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
2025-03-13 19:07:34 +00:00
f5d3acd474
[BugFix][V1] Fix parallel sampling finishing/aborts ( #14512 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-12 10:29:48 -07:00
ef64044079
[V1] Prompt logprobs + APC compatibility; prompt logprobs reqs cannot fill APC ( #13949 )
2025-03-08 01:48:12 +00:00
8ed5421aaa
[V1] Eagerly remove finished requests from the batch ( #14388 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-07 10:56:00 -08:00
5db6b2c961
[V1][BugFix] Fix remaining sync engine client shutdown errors/hangs ( #13869 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-04 15:06:47 +00:00
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
befc402d34
[V1] V1 engine implements parallel sampling (AsyncLLM and LLMEngine) ( #10980 )
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Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-02-24 08:29:41 -08:00
cbae7af552
[V1][BugFix] Fix engine core client shutdown hangs ( #13298 )
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Even though ZMQ context.destroy() is meant to close open sockets before terminating the context, it appears to be necessary to do this explicitly or else it can hang in the context.term() method.
Close zmq sockets explicitly before terminating context, make shutdown of client resource more robust, shut down engine core process prior to terminating zmq context.
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-02-23 13:07:43 -08:00
eb24dc4a45
[v1] torchrun compatibility ( #13642 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-23 22:47:24 +08:00
caf7ff4456
[V1][Core] Generic mechanism for handling engine utility ( #13060 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-02-19 17:09:22 +08:00
a4d577b379
[V1][Tests] Adding additional testing for multimodal models to V1 ( #13308 )
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Signed-off-by: andoorve <37849411+andoorve@users.noreply.github.com>
2025-02-18 09:53:14 -08:00
9206b3d7ec
[V1][PP] Run engine busy loop with batch queue ( #13064 )
2025-02-15 03:59:01 -08:00
f2b20fe491
Consolidate Llama model usage in tests ( #13094 )
2025-02-13 22:18:03 -08:00
75e6e14516
[V1][Metrics] Add several request timing histograms ( #12644 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-02-11 10:14:00 -05:00
Isotr0py
Nick Hill
Adolfo Victoria
jmswen
Yan Ru Pei
Simon Mo
Mark McLoughlin
David Xia
Russell Bryant
Robert Shaw
Michael Goin
Alec
Marko Rosenmueller
Zijing Liu
Rui Qiao
Harry Mellor
Jeffrey Li
Cyrus Leung
Cody Yu
Jason
Murali Andoorveedu
vllmellm
Sibi
afeldman-nm
youkaichao