Commit Graph

36 Commits

Author SHA1 Message Date
mpikulski
98b3af4d4e
[TRTLLM-8413][chore] resolve sampling defaults in OpenAI API backend (#8121)
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
2025-10-06 06:09:43 -07:00
Enwei Zhu
a1a57e83b8
[TRTLLM-5235][feat] Enable regex and EBNF grammar in trtllm-serve (#7925)
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-09-24 18:30:23 +08:00
Enwei Zhu
8330d5363a
[TRTLLM-8209][feat] Support new structural tag API (upgrade XGrammar to 0.1.25) (#7893)
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-09-23 09:10:09 +08:00
Pengyun Lin
c2bc39af63
[TRTLLM-1302][feat] Topk logprobs for TRT backend and top1 logprob for PyT backend (#6097)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-09-12 15:32:34 +08:00
Chang Liu
23500b55c3
[TRTLLM-7398][feat] Support KV cache salting for secure KV cache reuse (#7106)
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
2025-09-06 17:58:32 -04:00
JunyiXu-nv
eefe5f2093
[TRTLLM-7208][feat] Implement basic functionalities for Responses API (#7341)
Signed-off-by: Junyi Xu <junyix@nvidia.com>
2025-09-02 07:08:22 -04:00
Pengyun Lin
c1e7fb9042
[TRTLLM-7207][feat] Chat completions API for gpt-oss (#7261)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-08-28 10:22:06 +08:00
Chang Liu
ce53832610
[TRTLLM-7326][feat] Add standalone multimodal encoder (#6743)
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
2025-08-19 21:42:50 -07:00
Zero Zeng
953f4fd69e
[None][fix] acceptance rate calculation fix in benchmark_serving (#6746)
Signed-off-by: Zero Zeng <38289304+zerollzeng@users.noreply.github.com>
2025-08-19 17:29:36 +08:00
Venky
61da2daeb4
[TRTLLM-6761][refactor] Replace LogitBiasLogitsProcessor with embedding bias tensor system (#6464)
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
2025-08-05 07:14:24 -07:00
nv-guomingz
b8d4cb8beb
feat: Support JSON Schema in OpenAI-Compatible API (#6321)
Signed-off-by: noiji <52301388+noiji@users.noreply.github.com>
2025-07-25 12:55:56 -04:00
xiaoqi
a0aecf0476
[feat]: support logit_bias (#5354)
Signed-off-by: xq25478 <xq25478@qq.com>
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-25 09:37:41 +00:00
Linda
9a99e6d6d7
fix: integration tests with nanobind (#6326)
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
2025-07-25 09:23:20 +08:00
Pengyun Lin
6992616c1f [nvbug 5004744][fix] rewrite completion API to avoid repetitive tokens (#5201)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-14 17:17:30 +08:00
Yegor
b01d1c28f7
[feat] Detokenize option in /v1/completions request (#5382)
Signed-off-by: Yegor <75512761+Wokzy@users.noreply.github.com>
Signed-off-by: Yegor Yershov <yegor6741@gmail.com>
2025-07-08 19:36:04 +08:00
Talor Abramovich
70e34a3291
[TRTLLM-5831][feat] Add LoRA support for pytorch backend in trtllm-serve (#5376)
Signed-off-by: Talor Abramovich <talora@nvidia.com>
2025-06-29 12:46:30 +00:00
Yibin Li
b79eb34bfe
[fix]: Fall back to HMAC to Avoid IPC Serialization Churn (#5074)
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-06-13 11:37:50 +08:00
Pengyun Lin
971d16a2ee
[TRTLLM-1658][feat] Enable multiple response in trtllm-serve for TRT backend (#4623)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-28 11:36:44 +08:00
Shunkangz
fd27f89df6
fix: Remove duplicate tokenization in generation server (#4492)
* Add nvtx

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

* Add draft change

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

* Refactor and add support of chat

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

---------

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
2025-05-26 16:43:07 +08:00
coldwaterq
1cf0e672e7
fix: [nvbugs/5066257] serialization improvments (#3869)
* added a restricted pcikler and depickler in a sepparate serialization function.

Signed-off-by: coldwaterq@users.noreply.github.com <coldwaterq@users.noreply.github.com>

* updated IPC to remove approved classes, removed the serialization function because it didn't work for all objects that made debugging harder, added tests.

Signed-off-by: coldwaterq@users.noreply.github.com <coldwaterq@users.noreply.github.com>

* removed LLM arg and moved class registration to a serialization module function. Also added missing classes to approved list.

Signed-off-by: coldwaterq <coldwaterq@users.noreply.github.com>

* cleaned up a couple files to reduce conflicts with main.

Signed-off-by: coldwaterq <coldwaterq@users.noreply.github.com>

* fix unit tests

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* reorder BASE_ZMQ_CLASSES list alphabetically

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* fix tests and move LogitsProcessor registration to base class

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* revert changes to import log of tensorrt_llm._torch.models

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* added comments to explain why BASE_ZMQ_CLASSES has to be passed into spawned child processes

Signed-off-by: coldwaterq <coldwaterq@users.noreply.github.com>

* fix tests and move LogitsProcessor registration to base class

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* additional comments for multiprocess approved list sync

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

* add dataclass from tests

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>

---------

Signed-off-by: coldwaterq@users.noreply.github.com <coldwaterq@users.noreply.github.com>
Signed-off-by: coldwaterq <coldwaterq@users.noreply.github.com>
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
Co-authored-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-05-23 13:06:29 +08:00
Pengyun Lin
039f7e3118
[https://nvbugspro.nvidia.com/bug/5243740][fix] deduce default max_tokens for trtllm-serve (#4265)
* Deduce default max_tokens for trtllm-serve

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

* Improve executor_config.max_seq_len assignment in TRT workflow

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

* Enhance error message

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

* Add deduced max_tokens test

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

---------

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-19 00:34:40 +08:00
Yixin Dong
c90ebadd84
feat: Support the Structural Tag in guided decoding (#4066)
* finish

Signed-off-by: Ubospica <ubospica@gmail.com>

* update

Signed-off-by: Ubospica <ubospica@gmail.com>

* update

Signed-off-by: Ubospica <ubospica@gmail.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* exc overlap scheduler

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* add test

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix api ref

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

---------

Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-12 17:24:50 +08:00
Yuan Tong
5b93273156
feat: adopt new logprob definition in PyTorch flow (#4057)
feat: align logprob definition of PyTorch flow

Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: Erin <14718778+hchings@users.noreply.github.com>
2025-05-08 20:16:40 +08:00
Pengyun Lin
721f84a0ac
fix: Align default setting & remove unnecessary check for chat and completion (#3888)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-07 14:42:53 +08:00
Erin
cba1793cda
cleanup logprob params (#4039)
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
2025-05-07 00:50:16 +08:00
pansicheng
e84dc6b3c7
feat: add deepseek-r1 reasoning parser to trtllm-serve (#3354)
* add deepseek-r1 reasoning parser

Signed-off-by: pansicheng <sicheng.pan.chn@gmail.com>

* fix test

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

---------

Signed-off-by: pansicheng <sicheng.pan.chn@gmail.com>
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-06 08:13:04 +08:00
Erin
83f37614ef
feat: Support Top-K logprobs and prompt_logprobs in LLMAPI (#3388)
* support return logprob in llmapi

Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>

update and add test

Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>

stability test

Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>

* revert removal of old flag

Signed-off-by: Erin Ho <erinh@nvidia.com>
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>

---------

Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Signed-off-by: Erin Ho <erinh@nvidia.com>
2025-05-01 12:47:14 -04:00
Shunkangz
ea050084ad
feat: Add support of chat completion in PD (#2985)
* Add support of chat completion in PD

Add support of include_usage in PD


Reformat


* Remove redundant code

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

* Refactor code

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

* Add chat completion test

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

* Refactor code

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>

---------

Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
2025-04-11 17:53:28 +08:00
Kaiyu Xie
2631f21089
Update (#2978)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-03-23 16:39:35 +08:00
Kaiyu Xie
3aa6b11d13
Update TensorRT-LLM (#2936)
* Update TensorRT-LLM

---------

Co-authored-by: changcui <cuichang147@gmail.com>
2025-03-18 21:25:19 +08:00
Kaiyu Xie
9b931c0f63
Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
Kaiyu Xie
ab5b19e027
Update TensorRT-LLM (#2820) 2025-02-25 21:21:49 +08:00
Kaiyu Xie
2ea17cdad2
Update TensorRT-LLM (#2792)
* Update TensorRT-LLM

---------

Co-authored-by: jlee <jungmoolee@clika.io>
2025-02-18 21:27:39 +08:00
Dan Blanaru
16d2467ea8 Update TensorRT-LLM (#2755)
* Update TensorRT-LLM

---------

Co-authored-by: Denis Kayshev <topenkoff@gmail.com>
Co-authored-by: akhoroshev <arthoroshev@gmail.com>
Co-authored-by: Patrick Reiter Horn <patrick.horn@gmail.com>

Update
2025-02-11 03:01:00 +00:00
Kaiyu Xie
535c9cc673
Update TensorRT-LLM (#2460) 2024-11-19 18:30:34 +08:00
Kaiyu Xie
c629546ce4
Update TensorRT-LLM (#2436) 2024-11-12 15:27:49 +08:00