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80 Commits

Author SHA1 Message Date
Mark McLoughlin
6f7de33bed
[Metrics] Refactor LoRA state tracking (#26801) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-10 16:34:36 +08:00
Snehlata
e15601789b
[Feature]: Add corrupted request metric to V1 metrics system. (#27306) 
Signed-off-by: atalhens <sneh.lata@nutanix.com>
 2025-11-05 13:45:29 -08:00
Mark McLoughlin
380ba6816d
[Metrics] Enable sleep state metric outside of dev mode (#27867) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-03 20:35:36 -08:00
Sumanth R Hegde
4917002523
[Fix] Skip record_sleep_state logic in PrometheusStatsLogger if not in dev mode (#27789) 
Signed-off-by: SumanthRH <sumanthrh99@gmail.com>
 2025-10-30 19:26:27 +00:00
Nicolò Lucchesi
accb8fab07
[KVConnector] Add metrics to Prometheus-Grafana dashboard (#26811) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-29 18:44:49 +00:00
Braulio Dumba
1da3309ace
[Core] Exposing engine sleep & wake_up state as prometheus metrics (#24176) 
Signed-off-by: Braulio Dumba <Braulio.Dumba@ibm.com>
 2025-10-29 09:32:01 -07:00
Wentao Ye
52efc34ebf
[Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
Tova Movshovitz
88afa11010
[Metrics] [KVConnector] Add connector prefix cache hit rate stats (#26245) 
Signed-off-by: tovam <tovam@pliops.com>
 2025-10-23 12:21:08 +02:00
Tova Movshovitz
83e760c57d
[V1][Metrics][Plugin] Add plugin support for custom StatLoggerBase implementations (#22456) 
Signed-off-by: tovam <tovam@pliops.com>
 2025-10-18 15:12:46 -07:00
Lucia Fang
8317f72354
[Misc][DP] support customized aggregated logger for dp (#24354) 
Signed-off-by: Lu Fang <fanglu@fb.com>
 2025-10-13 17:45:59 -07:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Mark McLoughlin
e519281920
[Metrics] Add test for multi-modal cache stats logging (#26588) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-10 16:00:50 +00:00
Cyrus Leung
ad430a67ca
[Metrics] Log multi-modal cache stats and fix reset (#26285) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-10 01:45:55 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
22quinn
78c1d5bfd2
[Easy] Add str repr for IterationStats (#26232) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-10-05 05:00:21 +00:00
Nicolò Lucchesi
48f309029a
[NIXL][Misc] Expose metrics from NIXL for logging to CLI (#25388) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-03 10:47:59 +00:00
Zhuohan Li
8bf8f45822
[Core] Don't count preempted tokens in prefix cache hit rate (#25787) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-27 00:16:40 +00:00
Seiji Eicher
8d52f2b3a7
[ray][metrics] Replace ':' with '_' for OpenTelemetry compatibility in Ray (#25439) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
 2025-09-26 09:43:30 -07:00
Zhuohan Li
8c435c9bce
[Core] Enable command line logging for LLMEngine (#25610) 
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-25 15:31:17 -07:00
baxingpiaochong
d06b5a95cb
[V1][Metrics] Add per-request TPOT histogram (#24015) 
Signed-off-by: baxingpiaochong <771405853@qq.com>
 2025-09-23 18:19:04 -06:00
Nicolò Lucchesi
a3d087adec
[P/D][Nixl] Introduce KVTransferMetrics and aggregation strategy (#22188) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-09-19 11:09:14 +00:00
Mark McLoughlin
2942970d44
[Metrics] Hide deprecated metrics with gpu_ prefix (#24245) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-09-15 20:15:57 -06:00
wuhang
90f3f7d73e
[Spec Decoding]Support Spec Decoding Metrics in DP Mode (#24049) 
Signed-off-by: wuhang <wuhang6@huawei.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-14 21:11:09 +00:00
RichardoMu
40b6c9122b
[V1] feat:add engine v1 tracing (#20372) 
Signed-off-by: Mu Huai <tianbowen.tbw@antgroup.com>
Signed-off-by: Ye Zhang <zhysishu@gmail.com>
Signed-off-by: RichardoMu <44485717+RichardoMrMu@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Mu Huai <tianbowen.tbw@antgroup.com>
Co-authored-by: Ye Zhang <zhysishu@gmail.com>
Co-authored-by: Benjamin Bartels <benjamin@bartels.dev>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: 瑜琮 <ly186375@antfin.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-11 17:10:39 -07:00
Chauncey
e680723eba
[Bugfix] Disable the statslogger if the api_server_count is greater than 1 (#22227) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-09-08 15:28:03 -07:00
Seiji Eicher
60b755cbcb
[Misc] Have AsyncLLM custom_stat_loggers extend default logger list (#20952) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-09-04 14:25:30 -07:00
Mark McLoughlin
2417798471
[Metrics] Deprecate TPOT in favor of ITL (#24110) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-09-02 18:10:10 +00:00
Didier Durand
0235103cbb
[Doc]: fix typos in Python comments (#24042) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-01 19:07:45 -07:00
Hyogeun Oh (오효근)
4e4d017b6f
[Docs] Fix warnings in mkdocs build (continued) (#23743) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
 2025-08-27 17:17:29 +00:00
Nick Hill
8d524ce79f
[BugFix] Improve internal DP load balancing (#21617) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-01 19:45:27 -07:00
ZiTian.Zhao
a8936e5193
Refactor: Remove numpy dependency from LoggingStatLogger (#20529) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
 2025-07-27 04:06:21 +00:00
Robert Shaw
29d1ffc5b4
[DP] Fix Prometheus Logging (#21257) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2025-07-21 09:11:35 -07:00
Seiji Eicher
d1fb65bde3
Enable v1 metrics tests (#20953) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-07-20 03:22:02 +00:00
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
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
Saheli Bhattacharjee
d1e34cc9ac
[V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (#18354) 
Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai>
 2025-06-14 11:07:36 +08:00
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
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
Nick Hill
2b102d51ad
[BugFix] Fix incorrect metrics shutdown error log message (#18992) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-01 11:42:23 +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
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
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
Chen Zhang
302f3aca7e
[v1][KVCacheManager] Change prefix caching metric from counting blocks to counting tokens (#18003) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-12 13:46:12 -07:00
Mark McLoughlin
7042cc96b0
[V1][Spec Decoding] Log accumulated metrics after system goes idle (#17913) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-09 18:23:07 -07:00
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
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
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
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
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
Russell Bryant
9dbf7a2dc1
[V1] Remove log noise when idle (#16735) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-04-16 21:34:08 -07:00