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448 Commits

Author SHA1 Message Date
KrishnanPrash b73c571f0f
feat: Add base64 and HTTP image URL support to vLLM workers (#4114) 
Signed-off-by: Krishnan Prashanth <kprashanth@nvidia.com>
 2025-11-05 16:47:06 -08:00
Yan Ru Pei 427ca9aba4
chore: no need for explicit Python::with_gil (#4075) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-11-05 05:41:49 +00:00
Michael Feil defe5de74b
feat: release gil for publisher (#3747) 
Signed-off-by: michaelfeil <me@michaelfeil.eu>
 2025-11-05 02:17:06 +00:00
Graham King dadf0e2247
chore: Remove old DisaggregatedRouter, making etcd presence optional (#4011) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-11-03 10:10:13 -05:00
Yan Ru Pei 6ff49edbb7
feat: efficient serving of multiple mockers (#3997) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-11-01 01:24:55 +00:00
Richard Huo 6afa679c5d
chore: KVBM pip wheel (#3826) 
Signed-off-by: Anant Sharma <anants@nvidia.com>
Co-authored-by: Anant Sharma <anants@nvidia.com>
 2025-10-31 14:19:30 -07:00
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
Tushar Sharma 1da9d70ab1
chore: bump nixl verison to 0.7.0 (#3936) 
Signed-off-by: Tushar Sharma <tusharma@nvidia.com>
 2025-10-30 10:28:17 -07:00
Kris Hung 1898601025
feat: Add KV event consolidator for KVBM (vllm) and router integration (#3725) 
Signed-off-by: krishung5 <krish@nvidia.com>
 2025-10-30 17:11:42 +00:00
milesial da10299c19
fix: NIXL connect header strip (#3959) 
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
 2025-10-29 16:11:35 -07:00
jthomson04 3998fdcb28
feat: KVBM V2 Initial Migration (#3861) 
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
 2025-10-28 16:08:14 -07:00
Yan Ru Pei cc4c3516bb
feat: mocker disagg (#3833) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-28 20:36:02 +00:00
milesial 76f2ef9112
feat: b64 encoding for nixl_connect metadata (#3843) 2025-10-28 11:22:50 -07:00
Graham King c78b590134
chore(runtime): Do not expose etcd lease ID (#3915) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-28 16:20:25 +00:00
Kyle McGill 0028cdf43d
feat: Use ForwardPassCallback api from TRTLLM to register end of forward pass callback to enable cuda graphs (#3297) 
Signed-off-by: Kyle McGill <kmcgill@nvidia.com>
 2025-10-27 15:12:04 -07:00
Tushar Sharma 9bb1af3376
chore: Update version to 0.6.1 (#3916) 
Signed-off-by: Tushar Sharma <tusharma@nvidia.com>
 2025-10-27 17:17:26 -04:00
Keiven C cbe0b177ab
refactor: redesign the metrics API from Trait to composition to make the code cleaner and easier to understand (#3687) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-24 14:34:29 -07:00
zhongdaor-nv 9e5407f20d
feat: python binding for kserve grpc frontend (#3739) 
Signed-off-by: zhongdaor <zhongdaor@nvidia.com>
Signed-off-by: zhongdaor-nv <zhongdaor@nvidia.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-10-24 11:20:20 -07:00
Graham King 7731b0245c
chore: Use KeyValueStoreManager instead of etcd::Client (#3822) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-23 14:09:58 -04:00
Yan Ru Pei 41ff394f51
chore: restructure mocker cli args handling, to include prefill/decode (#3847) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-23 10:41:23 -07:00
Richard Huo 94aa2a7bbb
refactor: kvbm modularity DIS-657 Eliminate ETCD from the leader-worker initialization (#3202) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-10-23 00:10:09 -07:00
Keiven C f93b619ad9
feat: add TensorRT-LLM Prometheus metrics support with prefixing + filtering (#3676) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-22 11:25:13 -07:00
Michael Feil 681951d4e6
feat: python gil release for radix tree + dump_tree_as_events in python (#3748) 
Signed-off-by: michaelfeil <me@michaelfeil.eu>
Co-authored-by: Yan Ru Pei <yanrpei@gmail.com>
 2025-10-22 01:41:35 +00:00
Yan Ru Pei e01c6e99bd
feat: bake prefill router into frontend, supporting vllm for now (#3762) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-21 15:43:02 -07:00
mohammedabdulwahhab 8a04d7b252
fix: revert placement of logging init if otel exports is disabled (#3797) 
Signed-off-by: mohammedabdulwahhab <furkhan324@berkeley.edu>
 2025-10-21 17:36:31 -04:00
Ziqi Fan d5840cda65
feat: enable KVBM GPU offload to Disk bypassing CPU (#3510) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-10-21 08:49:54 -07:00
Graham King 9ae98ed7f9
refactor(runtime): Replace std::sync::Mutex with parking_lot::Mutex (#3740) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-21 12:38:51 +00:00
Graham King f6ed01b14c
chore: Replace ServiceConfigBuilder with add_stats_service (#3736) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-20 16:47:05 -04:00
Michael Feil af7b73c045
feat: python package build with abi (cross py3.10+) (#3571) 
Signed-off-by: michaelfeil <me@michaelfeil.eu>
 2025-10-20 12:04:38 -07:00
Yan Ru Pei 4b7a806c7a
feat: add prefill workers to discovery (#3709) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-18 00:59:32 +00:00
Yan Ru Pei 4c207e0c8c
chore: remove kv metrics scraping and aggregation (#3701) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-17 10:58:48 -07:00
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
Yan Ru Pei ae4e96a2bc
fix: mocker engines should ignore downloading weights from hf (again) (#3664) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-16 02:48:40 +00:00
Jacky 734d2f87a8
feat: Enable cancellation during or before a stream is established (#3635) 
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-10-15 19:22:55 -07:00
Yan Ru Pei f978f4d1d6
feat: dp rank routing (#3597) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-16 01:48:27 +00:00
Ziqi Fan f5854e1784
fix: avoid offload redundant prefill blocks | fix cuda graph hanging (#3632) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-10-15 10:38:35 -07:00
Graham King ab0da5821e
feat: Python binding to download a model. (#3593) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-15 12:26:02 -04:00
Harrison Saturley-Hall cd2389baef
chore: pre-0.6.0 activities (#3592) 
Signed-off-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com>
 2025-10-13 17:45:19 -04:00
Yan Ru Pei b5e762b2b8
feat: remove stale workers on snapshot + some refactoring (#3589) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-13 21:36:09 +00:00
mohammedabdulwahhab 1f92dd547e
feat: OTEL Exporter and Tempo Visualization (#3307) 
Signed-off-by: mohammedabdulwahhab <furkhan324@berkeley.edu>
 2025-10-13 18:39:09 +00:00
Alec 90dc758938
chore: bump vllm to 0.11.0 (#3422) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
 2025-10-12 14:26:45 -07:00
Yan Ru Pei c3fcfdd6e3
chore: consolidations of KvPushRouter bindings and usage examples (#3543) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
Signed-off-by: Yan Ru Pei <yanrpei@gmail.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-10-11 05:47:25 +00:00
Keiven C 65cc533702
feat: implement custom backend metrics for NIM (#3266) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-10 20:28:58 -07:00
Ziqi Fan 4224e57da0
feat: rm the old KVBM metrics | update G2 to G3 metrics collection (#3561) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-10-11 01:48:09 +00:00
Keiven C 55e458d899
feat: add SGLang and vLLM passthrough metrics on Dynamo backend worker (#3539) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-10 17:59:35 -07:00
Keiven C a4746ab65f
fix: callback registration, fix metric name access, ensure ordered vec, etc... (#3541) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-11 00:03:24 +00:00
Graham King 0e0218ff02
chore: Remove model_config from LocalModel (#3558) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-10 22:01:30 +00:00
Richard Huo 5c69c11930
chore: upgrade nixl to 0.6.0 (#3550) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-10-10 13:18:21 -07:00
Keiven C f2ba58e568
feat: add Rust-to-Python const code generator for prometheus_names.py (#3425) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-10 11:20:36 -07:00
Ziqi Fan ca67409888
feat: add KVBM host to disk metrics | clean up dashboard (#3534) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-10-10 18:17:34 +00:00
Ziqi Fan b94ecd1627
feat: add disk offloading filtering in KVBM (#3532) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-10-10 09:51:55 -07:00
Graham King e9a710095b
chore: Remove clear_namespace script (#3519) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-09 13:43:59 -04:00
Ryan McCormick ef04a0869e
feat: Add OpenAPI routes to serve HTTP server API documentation (#3480) 2025-10-08 13:52:19 -07:00
Ziqi Fan 9975cb9ffe
feat: enable KVBM to support PD disagg in Dynamo vLLM (#3352) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-10-08 13:45:36 -07:00
Graham King 0aa0768f53
chore: Remove llama.cpp engine (#3499) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-08 16:44:53 -04:00
Richard Huo cf83794ae0
feat: DIS-678 kvbm modularity: standalone metrics endpoint (#3433) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-10-08 10:18:33 -07:00
Graham King 1b1265e6fc
chore: Remove GGUF support (#3488) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-08 11:42:24 -04:00
Keiven C 0c4c4d1de3
feat: add Python MetricsRegistry Python metrics registration (#3341) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-10-07 21:24:25 -07:00
Graham King bdad6f1a50
fix: Make planner VirtualConnectorClient also use v1/ prefix. (#3468) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-07 22:34:30 +00:00
Tanmay Verma 68bbe8a9a5
feat: Connect DYN_LOG level to TLLM_LOG_LEVEL (#3451) 
Signed-off-by: Tanmay Verma <tanmay2592@gmail.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-10-07 21:02:35 +00:00
Graham King a5371bfc50
feat(etcd): Version the etcd keys (#3458) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-07 16:48:26 +00:00
Graham King 81162dfeb9
chore(discovery): Watch/publish ModelDeploymentCard instead of ModelEntry (#3350) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-07 10:02:02 -04:00
Yan Ru Pei 30610e7371
feat: use KvPushRouter for prefill router (#3401) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-10-03 18:21:48 -07:00
Olga Andreeva d2e3b66e65
feat: Transition to FullyContiguous Host and Disk layouts (#3090) 
Signed-off-by: Olga Andreeva <oandreeva@nvidia.com>
Signed-off-by: Olga Andreeva <124622579+oandreeva-nv@users.noreply.github.com>
Co-authored-by: oandreeva-nv <oandreeva-nv@nvidia.com>
 2025-10-01 16:26:39 -07:00
Richard Huo 713e9e481b
fix: DIS-706 skip offloading the G1 matched blocks during offloading (#3299) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-10-01 10:28:06 -07:00
Yan Ru Pei 9b9536d0d7
feat: make prefill router general (#3329) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-30 20:38:47 -07:00
Keiven C f4a3a6b66a
refactor: standardize Prometheus metric naming conventions (part 1) (#3035) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-09-30 19:01:39 -07:00
Keiven C af4c0cadcd
feat: add Context class to Python type stubs (#3327) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-09-30 17:10:02 -07:00
Michael Feil 5b457b70a6
feat: python add abi compatability for cross-platform builds + add a unit test to HttpServer (#3044) 
Signed-off-by: michaelfeil <me@michaelfeil.eu>
Signed-off-by: Michael Feil <63565275+michaelfeil@users.noreply.github.com>
Signed-off-by: root <root@michaelfeil2-dev-pod-b200-0.michaelfeil2-dev-pod-b200.baseten.svc.cluster.local>
Signed-off-by: root <root@michaelfeildns-dev-pod-h100-0.michaelfeildns-dev-pod-h100.baseten.svc.cluster.local>
Co-authored-by: root <root@michaelfeil2-dev-pod-b200-0.michaelfeil2-dev-pod-b200.baseten.svc.cluster.local>
Co-authored-by: root <root@michaelfeildns-dev-pod-h100-0.michaelfeildns-dev-pod-h100.baseten.svc.cluster.local>
 2025-09-30 14:42:42 -07:00
Yan Ru Pei d354763c40
fix: python bindings for router should register to etcd as well (#3302) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-30 12:38:56 -07:00
Keiven C cacac9b9f4
feat: add Python const for Prometheus metric names (#3244) 
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-09-30 10:28:47 -07:00
Yan Ru Pei 3aa3077808
fix: more fixes for stable router benchmarking (#3264) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-29 23:08:56 +00:00
Ziqi Fan e21dcf6cab
feat: enable KVBM emit metrics in Dynamo TRTLLM (#3254) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-09-29 08:48:51 -07:00
Elyas Mehtabuddin 67e1f6ee11
feat: enable parallel tool calling and add testing (#3188) 
Signed-off-by: Elyas Mehtabuddin <emehtabuddin@nvidia.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-09-29 15:30:42 +00:00
Graham King 7ebbd001c0
chore: Remove etcd from python bindings (#3238) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-26 12:58:30 -04:00
Alec 5bb7490448
chore: bump vllm version to 0.10.2 (#3180) 
Signed-off-by: Alec <aflowers@nvidia.com>
Signed-off-by: Alec <35311602+alec-flowers@users.noreply.github.com>
Signed-off-by: krishung5 <krish@nvidia.com>
Co-authored-by: Kris Hung <krish@nvidia.com>
 2025-09-26 04:01:57 +00:00
Neelay Shah f2e2e935b2
feat: Add distributed tracing context support to Python bindings (#3160) 
Signed-off-by: nnshah1 <neelays@nvidia.com>
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: Jacky <18255193+kthui@users.noreply.github.com>
 2025-09-25 17:26:35 -07:00
Graham King c03e2f6bbe
chore: Migrate planner virtual_connector internals into bindings (#3205) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-25 18:04:58 -04:00
Harrison Saturley-Hall 980727bba1
chore: bump versions ahead of 0.5.1 release (#3209) 
Signed-off-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com>
 2025-09-24 18:26:38 -04:00
GuanLuo 6ba64c31f5
feat: tensor type for generic inference. (#2746) 
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Olga Andreeva <124622579+oandreeva-nv@users.noreply.github.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-09-24 07:31:09 +00:00
Ryan Olson c63cceaa77
feat: JailedStream (#3034) 
Signed-off-by: ayushag <ayushag@nvidia.com>
 2025-09-23 22:24:17 +00:00
Yan Ru Pei 031590fc14
feat: vllm prefill router (#3155) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-22 16:38:56 -07:00
Jacky 31c78df781
refactor: PyTest subprocess for cancellation unit tests (#3127) 
Signed-off-by: michaelfeil <me@michaelfeil.eu>
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: michaelfeil <me@michaelfeil.eu>
 2025-09-22 10:56:37 -07:00
Graham King 7a5a0bd6cd
chore: Upgrade Rust to 1.90 (#3147) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-19 18:54:29 -04:00
Yan Ru Pei 5b19a39bab
feat: allow router to not track active blocks (prefill), and to not track cached blocks (decode) (#3135) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-19 20:33:07 +00:00
Graham King 3865a94148
feat: Port vllm port allocator to Rust in bindings (#3125) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-19 18:34:52 +00:00
Olga Andreeva 2d39f1b1bb
feat: KVBM connector : enabling vectorized copy from pinned memory to device memory and vice versa (#2989) 
Signed-off-by: Olga Andreeva <oandreeva@nvidia.com>
Signed-off-by: oandreeva-nv <oandreeva-nv@nvidia.com>
Co-authored-by: Ziqi Fan <ziqif@nvidia.com>
Co-authored-by: oandreeva-nv <oandreeva-nv@nvidia.com>
 2025-09-19 09:35:07 -07:00
Jacky a8fd127130
feat: Request Cancellation unary request support (#3004) 
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
 2025-09-18 22:26:37 -07:00
Elyas Mehtabuddin 31f5ed3ce7
feat: add finish reason = tool_calls for stream=False and phi-4 detect token start fix (#3087) 
Signed-off-by: Elyas Mehtabuddin <emehtabuddin@nvidia.com>
 2025-09-18 21:45:52 +00:00
Graham King b6595e2484
chore(bindings): Provide a binding to clear etcd namespace (#3094) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-18 11:49:08 -04:00
Richard Huo 86ce03f428
fix: Update the KVBM <> TRT-LLM integration interface to match the latest TRT-LLM connector API (#2979) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-09-17 15:33:13 -07:00
Yan Ru Pei 78a3fedab9
fix: hook up worker removals for indexer (#3095) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-17 21:33:25 +00:00
Graham King f88d7dc74b
chore(bindings): Remove NatsQueue (#3086) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-17 12:46:54 -04:00
Graham King 9060ce12ce
feat: Make part of discovery re-usable (#3073) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-17 10:43:24 -04:00
Tzu-Ling Kan 08cb08c1bc
feat: Canary Health Check. (#2903) 
Signed-off-by: tzulingk@nvidia.com <tzulingk@nvidia.com>
 2025-09-17 03:31:56 +00:00
Biswa Panda 960dc8967e
fix: replace hard coded dynamo namespace with env var (#3048) 
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
 2025-09-16 14:56:51 -07:00
Graham King 723f2da74b
chore: Remove more extended Apache headers (#3063) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-16 15:48:51 -04:00
Graham King 87e6e0529d
fix: Interactive inputs actually stops, does not ignore stop token (#3057) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-16 14:39:05 -04:00
ryan-lempka 435803ea16
chore: add additional param support for multimodal models (#3042) 
Signed-off-by: Ryan Lempka <rlempka@nvidia.com>
 2025-09-16 16:26:39 +00:00
Ziqi Fan 55659eae70
fix: early stop if CPU or disk space not set when using KVBM (#2997) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-09-15 10:14:01 -07:00
Ziqi Fan bd835b03b6
fix: change KVBM Connector build_connector_meta due to vLLM ToT change (#2887) 
Signed-off-by: Ziqi Fan <ziqif@nvidia.com>
 2025-09-15 16:22:19 +00:00
Alec c8ecc4025f
ci: fix completions race (#3010) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
 2025-09-11 19:46:59 +00:00
blarson-b10 4000097653
feat: adds kv indexer metrics (#2905) 
Signed-off-by: Brian Larson <brian.larson@baseten.co>
 2025-09-10 21:33:15 +00:00
Jacky de5ab2c4af
docs: Python runtime Request Cancellation examples (#2893) 
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
 2025-09-10 19:23:30 +00:00
Graham King 6f14e94159
feat: Add a checksum to ModelDeploymentCard fields (#2934) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-09 16:12:42 +00:00
Graham King cb5a657a6a
fix: Load the tokenizer JSON once for chat and completions. (#2910) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-05 16:48:16 -04:00
Olga Andreeva 27fad26faf
refactor: Split ModelType to ModelInput for request and response type; ModelType for the supported workloads (#2714) 
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Guan Luo <gluo@nvidia.com>
Co-authored-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
 2025-09-03 22:22:37 +00:00
KrishnanPrash c920cbd9dc
feat: Add --custom-jinja-template argument to pass a custom chat template for vLLM (#2829) 
Signed-off-by: Krishnan Prashanth <kprashanth@nvidia.com>
 2025-09-03 14:22:15 -07:00
Biswa Panda c6becbc859
feat: dynamo namespace isolation (#2394) 
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
 2025-09-03 15:47:06 +00:00
Yan Ru Pei 383e3b3a52
feat: don't modify kv scheduler states on query + more python binding (#2798) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-02 17:09:43 -07:00
Ayush Agarwal 87a721a83e
feat: added parser name bindings (#2808) 
Signed-off-by: Ayush Agarwal <ayushag@nvidia.com>
 2025-09-02 20:37:29 +00:00
Harrison Saturley-Hall 561ecb98a2
chore: bump version numbers ahead of 0.5.0 release (#2812) 
Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>
 2025-09-02 16:13:28 -04:00
Jacky 6c539fbdac
feat: FT Request Cancellation feature and test for 0.5.0 (#2500) 2025-09-02 08:26:21 -07:00
Yan Ru Pei 7fabe7bfe2
fix: do not delete KV events jetstream (#2800) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-01 21:25:49 +00:00
Yan Ru Pei 488c87095c
feat: Router warm restarts via durable KV event consumers and radix snapshotting (#2756) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-08-30 23:42:57 +00:00
Richard Huo a68c2f8f12
feat: DIS-373 dynamo KVBM connector API integration with TRTLLM (#2544) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-08-29 19:27:15 -07:00
Bhuvan Agrawal 43a26958d9
feat: add logits processor support for trtllm backend (#2702) 
Signed-off-by: Bhuvan Agrawal <11240550+bhuvan002@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-08-30 01:06:03 +00:00
Keiven C 15539fd093
feat: add Prometheus metrics integration for KvStats (#2704) 
Signed-off-by: Keiven C <213854356+keivenchang@users.noreply.github.com>
 2025-08-28 22:12:22 -07:00
KavinKrishnan 95ce83d59a
feat: Integrate Model Express Client into Dynamo Model Downloads (#2574) 
Signed-off-by: Kavin Krishnan <kavink@nvidia.com>
Co-authored-by: KavinKrishnan <kavin.krishnan@nvidia.com>
 2025-08-28 16:09:04 -07:00
GuanLuo 91a459c038
feat: KServe gRPC support (#2638) 2025-08-26 22:57:31 -07:00
Tzu-Ling Kan ef535edb98
feat: Trtllm metric_labels. (#2666) 2025-08-27 05:50:05 +00:00
Yan Ru Pei f08729ae15
feat: python bindings for the entire KvPushRouter + per-request router configs (#2658) 2025-08-25 22:27:10 +00:00
nachiketb-nvidia 3036e60b1e
feat: add gpt oss reasoning parser through harmony (#2656) 
- couple of refactors
- added a new dependency, openai-harmony
- implemented the gpt oss parser
 2025-08-25 17:13:38 +00:00
Ziqi Fan b39382ba68
feat: add initial batch of KVBM metrics on match, offload and onboard (#2673) 2025-08-25 09:28:25 -07:00
Alec 9b9f2ce4f6
fix: pytest robustness and parsing error (#2676) 2025-08-24 10:13:41 -07:00
Ayush Agarwal cbe854fc5f
feat: [vLLM] implement cli args for tool and reasoning parsers (#2619) 2025-08-22 20:29:18 +00:00
Ziqi Fan b658ba6139
feat: enable dynamo metrics on KVBM (#2626) 2025-08-22 19:58:05 +00:00
Bhuvan Agrawal b92a805edb
feat: add BaseLogitsProcessor core interface (#2613) 
Signed-off-by: Bhuvan Agrawal <11240550+bhuvan002@users.noreply.github.com>
 2025-08-22 13:41:30 -04:00
Graham King 6a358f7c8c
chore(llm): Rename protocols::Endpoint to EndpointId (#2615) 2025-08-22 15:07:34 +00:00
Michael Feil 174389e6d3
fix: Httpengine sync-enable-endpoint (#2591) 2025-08-21 18:29:52 -04:00
Tzu-Ling Kan 57728909cf
feat: Add model label for vllm backend metrics (#2474) 
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-08-21 17:32:34 +00:00
Michael Feil 626d7e182d
feat(request cancellation): pycontext, propagating the `is_stopped` into python land. (#2158) 2025-08-20 12:06:13 -07:00
Graham King 49958435eb
chore: Remove async-openai-macros (#2554) 2025-08-20 11:33:10 -07:00
Yan Ru Pei d319abf3a3
feat: upload/download rust structs directly through NATs object store (#2540) 2025-08-20 17:17:21 +00:00
Dmitry Tokarev 9a02188531
chore: Bumped Dynamo version to 0.4.1 (#2545) 2025-08-19 21:55:37 -04:00
Dmitry Tokarev 177d662f86
fix: Dockerfile.sglang - Fixed sglang and dynamo wheels installaiton in ru… (#2537) 2025-08-19 20:56:12 -04:00
nachiketb-nvidia 199b9a30f4
chore: Bring async-openai into repo as request starter (#2520) 
Co-authored-by: Graham King <grahamk@nvidia.com>
 2025-08-19 17:47:01 -04:00
Ryan Olson 07cfc3a11b
feat: kvbm + connector (#2258) 
Signed-off-by: Ryan Olson <rolson@nvidia.com>
Co-authored-by: Olga Andreeva <oandreeva@nvidia.com>
Co-authored-by: Ziqi Fan <ziqif@nvidia.com>
Co-authored-by: John Thompson <jothomson@nvidia.com>
Co-authored-by: Richard Huo <rihuo@nvidia.com>
Co-authored-by: Zicheng Ma <zichengm@nvidia.com>
 2025-08-19 12:36:53 -07:00
Ryan Olson a33033b7f6
feat: task scheduler (#2406) 
Signed-off-by: Ryan Olson <ryanolson@users.noreply.github.com>
 2025-08-19 12:35:31 -06:00
suzu c5d9d26703
feat(frontend): support setting HTTP host via CLI (--http-host) (#2523) 2025-08-19 09:01:04 -04:00
Yan Ru Pei 85d8310806
feat: router-level request rejection (#2465) 2025-08-19 01:51:00 -07:00
Graham King a4bbe49228
feat(http): TLS support (#2492) 2025-08-18 16:06:29 -04:00
Keiven C 0444217339
fix: replace metrics callback with background scraping to prevent tim… (#2480) 
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-08-18 12:38:50 -07:00
Harrison Saturley-Hall ffae72b7d2
fix: remove kvmanager feature from python 3.12 ai-dynamo-runtime wheel (#2456) 2025-08-15 16:43:55 -04:00
Keiven C acbdabc464
feat(metrics): add NATS client metrics to prometheus_metrics_fmt (#2292) 
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>
 2025-08-14 19:33:53 -07:00
Tzu-Ling Kan 3a3f5bf275
feat: Add a "model" label to Component metrics (#2389) 2025-08-14 13:48:25 -05:00
Jorge António d0a6363584
feat: add RuntimeConfig to ModelEntry (#2311) 
Co-authored-by: Yan Ru Pei <yanrpei@gmail.com>
 2025-08-14 10:19:53 -07:00
Dan Aloni c12c25787f
fix: upgrade cudarc to 0.17.1 (#2341) 
Signed-off-by: Dan Aloni <dan.aloni@vastdata.com>
Co-authored-by: Tushar Sharma <tusharma@nvidia.com>
 2025-08-13 15:45:08 -04:00
Graham King 72ec5f5c7b
feat: Allow an endpoint to serve multiple models (#2418) 2025-08-13 10:48:42 -04:00
GuanLuo 9b87c89c41
feat: multi-modal example with vLLM v1 and UX v2 (#2040) 
Co-authored-by: krishung5 <krish@nvidia.com>
 2025-08-12 23:55:31 +00:00
Yan Ru Pei 5166a3dd44
feat: Router replicas with state-sharing (#2264) 2025-08-07 22:57:57 +00:00
Neelay Shah bd4fe1a7d1
feat: cross process instrumentation (#2243) 
Signed-off-by: Neelay Shah <neelays@nvidia.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Olga Andreeva <124622579+oandreeva-nv@users.noreply.github.com>
 2025-08-07 15:32:48 +00:00
Graham King 1954fcfa09
chore: Remove service_name from ModelDeploymentCard (#2349) 2025-08-07 11:02:41 -04:00
Graham King dbe48a1d2b
chore: Bump mistral.rs, llama.cpp and tokenizers deps (#2338) 2025-08-06 16:23:54 -04:00
Dan Aloni b2aa504b47
fix: upgrade axum to 0.8 and etcd-client to 0.16 (#2317) 
Signed-off-by: Dan Aloni <dan.aloni@vastdata.com>
 2025-08-06 18:25:49 +00:00
Graham King 6a1a801c2d
feat: Support static workers, run without etcd. (#2281) 2025-08-06 09:51:43 -04:00
Hongkuan Zhou 36c4ef5eb2
feat: migrate requests when planner shutdown decode engine (vllm) (#2280) 
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>
 2025-08-05 12:24:07 -07:00
Jacky 347620a1ff
feat: Allow Python Engine to end stream before final (#2270) 2025-08-05 10:44:18 -07:00
Chi 433f60121a
feat: Pass user_data to register_llm for LoRA support (#2286) 2025-08-05 10:16:43 -04:00
ishandhanani 4cbd4f3881
fix: show raw sglang logs given env var (#2287) 2025-08-05 06:11:44 +00:00
Anant Sharma 625578c3bb
chore: update nixl version to 0.4.1 (#2221) 2025-07-31 17:46:21 -04:00
Yan Ru Pei bae25dc6d4
feat: skip downloading model weights if using mocker (only tokenizer) (#2213) 2025-07-31 18:15:57 +00:00
Dmitry Tokarev 4c90b1b924
chore: Version bump to 0.4.0 (#2179) 2025-07-30 02:07:31 +00:00
Tanmay Verma 222245e2a0
refactor: Move engine and publisher from dynamo.llm.tensorrt_llm to dynamo.trtllm (#2128) 2025-07-26 02:23:17 +00:00
Graham King 19a77ae7d5
chore(dynamo-run): Remove out=sglang|vllm|trtllm (#1920) 2025-07-23 17:22:31 -07:00
Paul Hendricks 66b7d2c75d
fix: updates versions and adds ahashmap to BPE (#2072) 2025-07-23 20:27:18 +00:00
J Wyman e0a51940d1
feat: Connect Library (#1478) 2025-07-23 14:16:34 -04:00
Ryan McCormick 9f2356cb9e
chore: Remove unused portion of kv bindings test (#2052) 2025-07-22 19:12:42 +00:00
Jacky 1f07dab7bd
feat: Add migration to LLM requests (#1930) 2025-07-18 20:04:20 +00:00
Graham King fc12436048
feat(frontend): router-mode settings (#2001) 2025-07-18 18:52:57 +00:00
Graham King 182d3b5dc7
chore(bindings): Remove mistralrs / llama.cpp (#1970) 2025-07-16 16:12:40 -04:00
Yan Ru Pei f31732a22d
feat: integrate mocker with dynamo-run and python cli (#1927) 2025-07-16 18:22:15 +00:00
Graham King aba60996f2
perf(router): Remove lock from router hot path (#1963) 2025-07-16 12:26:32 -04:00
Graham King 7b9182fdb9
chore: Move examples/cli to lib/bindings/examples/cli (#1952) 2025-07-15 16:33:07 -04:00
Anant Sharma d975761b8b
chore: update nixl to 0.4.0 release (#1860) (#1886) 2025-07-11 12:45:44 -04:00
Tushar Sharma 1704b126f3
build: Revert "chore: update nixl to 0.4.0 release" (#1880) 2025-07-10 23:30:28 +00:00
Alec f242b4552b
refactor: vllm v1 examples (#1756) 
Signed-off-by: Alec <35311602+alec-flowers@users.noreply.github.com>
Co-authored-by: ptarasiewiczNV <104908264+ptarasiewiczNV@users.noreply.github.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>
 2025-07-10 22:30:16 +00:00
Anant Sharma 5fa4cddab9
chore: update nixl to 0.4.0 release (#1860) 2025-07-10 17:08:34 -04:00
ZichengMa ece76a6201
feat: Build DistributedRuntime-level HTTP server with /health /metrics (#1656) 2025-07-08 22:49:28 +00:00
Graham King 2bf27924a1
feat(python): Python bindings for the Dynamo CLI tools (#1799) 2025-07-08 21:40:36 +00:00
Yan Ru Pei 84e71e27d3
feat: predictive active blocks for routing without load metrics (#1731) 
Signed-off-by: Yan Ru Pei <yanrpei@gmail.com>
Co-authored-by: Alec <35311602+alec-flowers@users.noreply.github.com>
 2025-07-08 00:18:22 -07:00
jain-ria 439e977d9c
feat: vllm speculative decoding metrics (#1549) 
Signed-off-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: Alec <35311602+alec-flowers@users.noreply.github.com>
 2025-07-07 23:40:43 +00:00
Anant Sharma c4935b3497
chore: update versions for 0.3.2 release (#1793) 2025-07-07 17:21:02 -04:00
Jacky b4ddca99a0
feat: Failure Detection while Responses are returning (#1671) 2025-07-07 14:00:17 -07:00
Anant Sharma a9241b61f0
chore: update nixl to latest 0.3.1 commit (#1762) 2025-07-03 15:31:47 -07:00
Graham King 4ab476174a
chore(engines): Upgrade mistralrs to 0.6.0 (#1767) 2025-07-03 12:45:58 -07:00
Alec 0a32b3443f
fix: default to None initialization of routing config (#1713) 2025-07-01 10:55:05 -07:00
Paul Hendricks dfbd741de2
feat: Support for Responses API (#1694) 2025-07-01 12:08:15 -04:00
Graham King edf00c5c71
fix(bindings): Default router config in bindings (#1716) 
* Added a default temperature value for text generation requests when no temperature is specified.
  * Improved handling of missing configuration values to prevent errors during model initialization.
 2025-07-01 14:53:32 +00:00
jthomson04 6365a015b3
fix: Fix main (#1712) 2025-06-30 22:08:06 -07:00
jthomson04 aaf283bbb8
feat: Approximate KV Routing (#1636) 2025-06-30 20:34:08 -07:00
Graham King 92f06b0e7f
chore(dynamo-run): Refactor to library (#1687) 
Move much of what was in the `dynamo-run` crate into `dynamo-llm` so that everyone can use it.

Example usage:

1. Create a `LocalModel`:

```
    let local_model = LocalModelBuilder::default()
	.model_path("Qwen/Qwen3-0.6B")
	.http_port(8080)
	.build().await?;
```

2. Make an engine:

```
    let engine_config = EngineConfig::StaticFull {
	engine: dynamo_engine_mistralrs::make_engine(&local_model).await?,
	model: Box::new(local_model),
    };
```

3. Connect it to an input and run it

```
    dynamo_llm::entrypoint::input::run_input(Input::Http, runtime, engine_config).await?;
```

For https://github.com/ai-dynamo/dynamo/issues/1647

Code Rabbit summary, thanks:
  * Introduced a flexible builder pattern for local model configuration, allowing advanced customization and easier initialization.
  * Added new input modes and unified input handling, supporting interactive chat, HTTP server, batch file, and distributed endpoint modes.
  * Centralized engine configuration and routing, enabling more extensible and maintainable engine management.
  * Simplified and modularized the codebase by moving input and engine logic into dedicated modules.
  * Replaced direct model construction with an asynchronous builder for improved clarity and extensibility.
  * Streamlined configuration and validation for flags and router settings.
  * Added validation to prevent incompatible input and output combinations in endpoint and dynamic modes.
 2025-06-30 21:06:24 +00:00
Paul Hendricks 82eae1fdf5
refactor: Upgrade async-openai (#1693) 2025-06-30 13:35:10 -04:00
Yan Ru Pei 8392e7a190
feat: Unnormalize waiting requests + predictive load updates for Python router (mirroring Rust) + softmax sampling to reduce thrashing (#1638) 2025-06-27 09:01:59 +00:00
jthomson04 250ed7334b
fix: Fix NIXL 0.3.1 build (#1561) 2025-06-17 14:30:10 -07:00
Yan Ru Pei 13a99b7f76
feat: Standalone Router (#1409) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
Signed-off-by: Yan Ru Pei <yanrpei@gmail.com>
Signed-off-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: jain-ria <riajain@NVIDIA.com>
 2025-06-14 19:02:31 +00:00
Anant Sharma 99e67e607a
chore: update dynamo and nixl versions for 0.3.1 (#1517) 2025-06-13 21:13:43 +00:00
Kristen Kelleher 0e7d4d8298
docs: DIS-133 and DIS-134 plus copyediting (#1439) 
Signed-off-by: Kristen Kelleher <kkelleher@nvidia.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>
 2025-06-12 12:10:01 -07:00
Biswa Panda 75d7c3b933
fix: remove unused bentoml references (#1412) 2025-06-09 17:32:02 -07:00
Kris Hung e61f1c8a40
chore: Remove nats-py dependency (#1387) 2025-06-05 15:50:36 -07:00