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79 Commits

Author SHA1 Message Date
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
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
mohammedabdulwahhab 1f92dd547e
feat: OTEL Exporter and Tempo Visualization (#3307) 
Signed-off-by: mohammedabdulwahhab <furkhan324@berkeley.edu>
 2025-10-13 18:39:09 +00:00
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
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
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
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 a5371bfc50
feat(etcd): Version the etcd keys (#3458) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-10-07 16:48:26 +00:00
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
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
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
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
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
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
Yan Ru Pei 031590fc14
feat: vllm prefill router (#3155) 
Signed-off-by: PeaBrane <yanrpei@gmail.com>
 2025-09-22 16:38:56 -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
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
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
Graham King f88d7dc74b
chore(bindings): Remove NatsQueue (#3086) 
Signed-off-by: Graham King <grahamk@nvidia.com>
 2025-09-17 12:46:54 -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
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
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
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 f08729ae15
feat: python bindings for the entire KvPushRouter + per-request router configs (#2658) 2025-08-25 22:27:10 +00:00
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
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
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
Graham King 72ec5f5c7b
feat: Allow an endpoint to serve multiple models (#2418) 2025-08-13 10:48:42 -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
Chi 433f60121a
feat: Pass user_data to register_llm for LoRA support (#2286) 2025-08-05 10:16:43 -04:00
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 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
Jacky b4ddca99a0
feat: Failure Detection while Responses are returning (#1671) 2025-07-07 14:00:17 -07:00
Alec 0a32b3443f
fix: default to None initialization of routing config (#1713) 2025-07-01 10:55:05 -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
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
Alec 2f8da9ad1d
refactor: rename KvMetricsPublisher to WorkerMetricsPublisher (#1284) 2025-05-30 17:23:32 +00:00
Alec f67dc38b28
fix: Renamed event publisher classes and configuration (#1273) 2025-05-29 13:00:06 -07:00
Alec 0df6d462d7
feat: add KV Event Publishing to vLLM v1 (#1181) 2025-05-29 07:56:49 -07:00
Graham King 183f2b3286
feat(dynamo-run): Allow setting KV cache block size (#1175) 
Example:
```
dynamo-run out=<engine> <model> --kv-cache-block-size 64
```

In a distributed system this goes on the worker node and is propagated to ingress via the model deployment card.

Previously hard coded to 16, which is now the default.

- Load context_length from model. Closes #1172
- Store context length and KV cache block size in Model Deployment Card #1170
 2025-05-22 14:55:36 -07:00
Graham King 3e8e38a942
fix(llmctl): Use ModelWatcher instead of direct etcd operations (#1150) 2025-05-21 19:06:56 +00:00