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59 Commits

Author SHA1 Message Date
dagil-nvidia 46dad85b03
docs: update KVBM diagram and bump container image tags to 1.0.0 (#7365) 
Signed-off-by: Dan Gil <dagil@nvidia.com>
 2026-03-13 18:08:10 -05:00
dagil-nvidia cd8ba391c9
docs: fix Fern CI failures (broken links, MDX parser, missing KVBM assets) (#7322) 
Signed-off-by: Dan Gil <dagil@nvidia.com>
 2026-03-12 19:57:02 -07:00
nikharm 7b1939058a
docs: update KV Router A/B testing guide (#7047) 
Signed-off-by: Nikhar Maheshwari <nikharm@nvidia.com>
 2026-03-12 15:28:24 -07:00
Ben Hamm 419e936a53
refactor: remove benchmark shim, use AIPerf directly (#7074) 
Signed-off-by: Ben Hamm <ben.hamm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Biswa Panda <biswa.panda@gmail.com>
Co-authored-by: Saravana Periyasamy <saperiyasamy@nvidia.com>
 2026-03-10 03:41:36 +00:00
Yan Ru Pei 9f3b7b330d
chore(kv-router): deduplicate KvRouterConfig args into shared ArgGroup (#6805) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-03 19:53:03 +00:00
Yongming Ding 8bd5966b82
fix: auto-scale request count in benchmarks (#6777) 
Signed-off-by: Yongming Ding <yongmingd@nvidia.com>
 2026-03-02 17:13:11 -08:00
Neal Vaidya ece08dc926
docs: restructure docs directory and move fern config to fern/ (#6700) 
Signed-off-by: Neal Vaidya <nealv@nvidia.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-01 19:58:22 -08:00
Jonathan Tong 39d645e586
docs: migrate Fern docs from fern/ into docs/ (#6206) 
Signed-off-by: Jont828 <jt572@cornell.edu>
 2026-02-11 16:22:27 -08:00
dagil-nvidia b19de4ed77
docs: cleanup of docs refactor for components, integrations, and features (#6019) 
Signed-off-by: Dan Gil <dagil@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-02-05 19:50:17 -08:00
dagil-nvidia 3023c6258a
docs: migrate Profiler docs to three-tier structure (#6003) 
Signed-off-by: Dan Gil <dagil@nvidia.com>
Signed-off-by: dagil-nvidia <dagil@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Jonathan Tong <jt572@cornell.edu>
 2026-02-05 18:05:49 -06:00
hhzhang16 ec5630ead9
feat: mount model path to Profiler if specified (#5212) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2026-01-09 17:13:53 +00:00
Janelle Cai d0cfc40a7d
docs: broken links in benchmarking documentation (#5258) 2026-01-08 16:08:07 -08:00
Tushar Sharma cf433e6825
chore: update all copyright headers in repo to 2026 (#5130) 
Signed-off-by: Tushar Sharma <tusharma@nvidia.com>
 2026-01-02 22:08:23 +00:00
Thomas Montfort 3057af00b6
feat(dep-715): refactor helm directory and remove reference to cloud (#5042) 2025-12-23 12:08:19 -05:00
hhzhang16 6b5842eebe
feat: Profiler WebUI improvements -- error handling, GPU hours, style fixes, preview configs (#4968) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-12-16 23:05:38 +00:00
Hongkuan Zhou 5652d670c7
feat: support MQA + MoE (Qwen3 MoE) TEP/DEP in Planner Profiler (#4612) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
 2025-11-26 01:41:46 +00:00
Harrison Saturley-Hall a4eb4e8a8d
fix: misnamed tensorrtllm-runtime image and incorrect tag (#4289) 
Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>
Signed-off-by: Harrison Saturley-Hall <harrison.saturley.hall@gmail.com>
Co-authored-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
 2025-11-14 15:16:34 -05:00
Jason Zhou 43986372f5
feat: DynamoPlanner profiler to use hf_id for AIConfigurator 0.4.0 (#4167) 
Signed-off-by: Jason Zhou <jasonzho@jasonzho-mlt.client.nvidia.com>
Signed-off-by: Jason Zhou <jasonzho@nvidia.com>
Co-authored-by: Jason Zhou <jasonzho@jasonzho-mlt.client.nvidia.com>
 2025-11-10 23:17:42 +00:00
Hongkuan Zhou 5e4a339a1f
feat: support TEP/DEP for DSR1 in SGLang MoE Planner (#4203) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-11-10 09:56:26 -08:00
hhzhang16 0e623146a8
feat: remove scripts for manipulating pvcs (#4206) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-11-10 11:07:58 +00:00
Anant Sharma 8bd37c96d6
refactor: move backend deploy, launch and slurm files from components to examples (#3849) 
Signed-off-by: Anant Sharma <anants@nvidia.com>
 2025-10-31 13:09:46 -04:00
hhzhang16 6fc4c59599
feat: remove cluster wide logic from namespace restricted operator (#3934) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-10-30 23:08:54 +00:00
hhzhang16 a7b703bdc6
fix: profiler sidecar and other SLA-driven autodeployment fixes (#3932) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-10-29 00:02:43 +00:00
Anant Sharma e3346dabb0
fix: use image relative path for sphinx build (#3933) 
Signed-off-by: Anant Sharma <anants@nvidia.com>
 2025-10-28 16:16:36 -04:00
hhzhang16 6a84ffd347
feat: turn profiling k8s jobs into sample DGDR requests (#3864) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: hongkuanz <hongkuanz@nvidia.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>
 2025-10-27 13:36:31 -07:00
Hongkuan Zhou a1b38af25e
feat: automatic profiling config generation (#3787) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-10-23 08:07:39 -07:00
Anish c6b5904579
docs: address Harry/VDR feedback + fixing broken links across repository (#3802) 
Signed-off-by: Harry Kim <harry_kim@live.com>
Signed-off-by: athreesh <anish.maddipoti@utexas.edu>
Signed-off-by: akshatha-k <33278067+akshatha-k@users.noreply.github.com>
Signed-off-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com>
Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>
Co-authored-by: Harry Kim <harry_kim@live.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: akshatha-k <33278067+akshatha-k@users.noreply.github.com>
Co-authored-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com>
 2025-10-22 19:56:24 -04:00
hhzhang16 eb73c2b09f
feat: remove deploy/utils rbac (#3771) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-10-21 16:27:29 -07:00
Ben Hamm a665886a42
docs: Add KV Smart Router A/B Benchmarking Guide (#3696) 
Signed-off-by: Ben Hamm <bhamm@nvidia.com>
Co-authored-by: Ben Hamm <bhamm@bhamm-mlt.client.nvidia.com>
Co-authored-by: Ben Hamm <bhamm@nvidia.com>
 2025-10-20 20:47:27 +02:00
William Arnold ee56782b98
fix: standardize all planner ttft/itl units to float ms and fix docs (#3673) 
Signed-off-by: William Arnold <7565007+Aphoh@users.noreply.github.com>
 2025-10-17 18:33:41 +00:00
Anish 598cbbb73b
docs: reorganizing documentation to make things clearer (#3658) 
Signed-off-by: athreesh <anish.maddipoti@utexas.edu>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-10-16 23:59:59 +00:00
Harshini Komali 9f310225eb
feat: Replace genai-perf with aiperf (#3533) 
Signed-off-by: lkomali <lkomali@nvidia.com>
 2025-10-16 09:58:36 -07:00
Hongkuan Zhou 400dceae6a
feat: support yaml config input for pre-deployment sweep script (#3622) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
 2025-10-14 17:10:55 -07:00
Biswa Panda de3ca70b43
feat: update benchmarking script to use aiperf (#3306) 
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
Signed-off-by: lkomali <lkomali@nvidia.com>
Co-authored-by: lkomali <lkomali@nvidia.com>
Co-authored-by: Harshini Komali <157742537+lkomali@users.noreply.github.com>
 2025-10-14 05:26:29 +00:00
Alec 179f993a54
fix: profilier bug fixes and doc improvements (#3530) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Co-authored-by: hongkuanz <hongkuanz@nvidia.com>
 2025-10-09 14:47:26 -07:00
Hongkuan Zhou 83e259a7cc
feat: pre-deployment profiling automatically generates and deploys optimized DGD with planner (#3441) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
 2025-10-07 16:52:51 -07:00
hhzhang16 89cf9107db
docs: add Planner Quickstart doc (#3358) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
Signed-off-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>
 2025-10-03 18:49:28 +00:00
Hongkuan Zhou cfe74445fc
fix: correctly parse subcomponent in sla-planner + deploy/doc update (#3363) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
 2025-10-02 16:06:47 -07:00
Ilya Sherstyuk 9d73be1255
docs: Fix profile_sla command in docs (#3258) 
Signed-off-by: Ilya Sherstyuk <isherstyuk@nvidia.com>
 2025-09-26 23:01:01 +00:00
hhzhang16 fb12b67ff7
feat: update how inputs are input into the benchmark script (#3187) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-09-24 22:27:11 +00:00
Harrison Saturley-Hall 9e8f67ed0f
fix: update the tags for consistency and remove 0.4.1 refs (#3058) 
Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>
Signed-off-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com>
 2025-09-24 14:53:43 -04:00
hhzhang16 4800d0be7f
feat: allow users to only plot certain subdirs (#3190) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
 2025-09-24 11:39:07 -07:00
Hongkuan Zhou 6243bcbe04
feat: support MoE model in SLA Planner Sglang (#3185) 
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
 2025-09-23 19:42:43 -07:00
Julien Mancuso c1907d129d
fix: fix broken links (#3186) 2025-09-23 15:17:18 -06:00
Julien Mancuso 4a71802842
feat: revamp kubernetes doc (#3173) 
Signed-off-by: Julien Mancuso <161955438+julienmancuso@users.noreply.github.com>
Co-authored-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
 2025-09-23 14:09:29 -06:00
hhzhang16 ce36d9f4ce
feat: allow in-cluster perf benchmarks with a kubectl one-liner (#3144) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
Signed-off-by: zhongdaor <zhongdaor@nvidia.com>
Signed-off-by: tmontfort <tmontfort@nvidia.com>
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
Signed-off-by: Tushar Sharma <tusharma@nvidia.com>
Signed-off-by: tzulingk@nvidia.com <tzulingk@nvidia.com>
Signed-off-by: Krishnan Prashanth <kprashanth@nvidia.com>
Signed-off-by: Olga Andreeva <oandreeva@nvidia.com>
Signed-off-by: oandreeva-nv <oandreeva-nv@nvidia.com>
Co-authored-by: zhongdaor-nv <zhongdaor@nvidia.com>
Co-authored-by: Thomas Montfort <61255722+tmonty12@users.noreply.github.com>
Co-authored-by: Keiven C <213854356+keivenchang@users.noreply.github.com>
Co-authored-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: Richard Huo <rihuo@nvidia.com>
Co-authored-by: Tushar Sharma <tusharma@nvidia.com>
Co-authored-by: Tzu-Ling Kan <tzulingk@nvidia.com>
Co-authored-by: KrishnanPrash <140860868+KrishnanPrash@users.noreply.github.com>
Co-authored-by: Olga Andreeva <124622579+oandreeva-nv@users.noreply.github.com>
Co-authored-by: Ziqi Fan <ziqif@nvidia.com>
Co-authored-by: oandreeva-nv <oandreeva-nv@nvidia.com>
 2025-09-23 10:03:09 -07:00
nv-nmailhot 406c4d4e87
ci: add broken links check (#2927) 
Signed-off-by: Nate Mailhot <nmailhot@nvidia.com>
Signed-off-by: nv-nmailhot <nmailhot@nvidia.com>
 2025-09-19 21:42:05 +00:00
Thomas Montfort 7d2fc13edb
fix: small planner manifest/doc fixes (#3129) 
Signed-off-by: tmontfort <tmontfort@nvidia.com>
 2025-09-19 12:46:02 -07:00
Ilya Sherstyuk 19948b7f5a
feat: Add --use-ai-configurator to profile_sla.py (#3079) 
Signed-off-by: Ilya Sherstyuk <isherstyuk@nvidia.com>
Signed-off-by: Ilya Sherstyuk <46343317+ilyasher@users.noreply.github.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>
 2025-09-19 11:23:24 -07:00
hhzhang16 20b7a8ae2f
feat: remove kubectl dependencies from benchmarking (#3098) 
Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
Signed-off-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-09-18 15:52:57 -07:00