Commit Graph

159 Commits

Author SHA1 Message Date
Yechan Kim
8b4104d34a
feat: add HyperCLOVAX-SEED-Vision support in refactored way (#4799)
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-06-09 11:04:04 +08:00
dongxuy04
1e369658f1
feat: large-scale EP(part 6: Online EP load balancer integration for GB200 nvfp4) (#4818)
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
Signed-off-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
2025-06-08 10:25:18 +08:00
QI JUN
b8c5e3892b
Revert "fix: build_config in TorchLlmArgs and avoid invalid args" (#4949)
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-06-05 17:43:30 +08:00
Lucas Liebenwein
743fb0a159
[AutoDeploy] _AutoDeployLlmArgs as primary config object (#4891)
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
2025-06-05 17:20:55 +08:00
Yan Chunwei
ac20159d32
fix: build_config in TorchLlmArgs and avoid invalid args (#4600)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-04 13:17:29 +08:00
Shi Xiaowei
b13f8c9cba
Fix: NVBug 5302895 (#4835)
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
2025-06-04 09:31:39 +08:00
Shunkangz
c835f06371
Refactor the first token response in PD (#4692)
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
2025-06-04 09:11:23 +08:00
Yan Chunwei
80b4026775
chore: remove request_error ipc in LLM.submit (#4763)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-03 20:55:59 +08:00
Enwei Zhu
3fe4a1842a
fix: Register MoeLoadBalancerConfig to serialization.py (#4864)
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-06-03 19:22:36 +08:00
Yan Chunwei
e013c8cbc2
fix [nvbug5256044]: bench hang due to llmapi ipc (#4798)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-03 10:10:53 +08:00
Enwei Zhu
5b4852b7b5
feat: large-scale EP(part 5: Static EP load balancer with offline statistics) (#4695)
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-06-02 01:25:02 +08:00
Yuxian Qiu
a02df6aa4b
fix: re-enable tp/pp for quickstart_advanced.py. (#4766)
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-05-31 19:13:46 +08:00
Yan Chunwei
93c0632ee4
opt: the perormance for dist-agg streaming generation (#4214)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-31 17:40:32 +08:00
Yan Chunwei
33a9ba55f5
fix: test trtllm-bench mgmn (#4613)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-29 14:43:47 +08:00
Yan Chunwei
ac17142495
chore: rename ExecutorBindingsWorker/Proxy (#4716)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-29 10:32:35 +08:00
Arthur Rasmusson
812b1abf86
feature: KV Cache GPUDirect Storage (#3209)
Signed-off-by: Arthur Rasmusson <47877520+arthurrasmusson@users.noreply.github.com.>
Co-authored-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Co-authored-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
2025-05-28 23:27:43 +00:00
Yan Chunwei
5506f60037
chore [BREAKING CHANGE]: Flatten PyTorchConfig knobs into TorchLlmArgs (#4603)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-28 18:43:04 +08:00
Iman Tabrizian
c875184f78
Add missing serialization classes (#4642)
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-28 16:40:23 +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
Yibin Li
bb2f545729
fix pipeline tests due to rebase (#4640)
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-05-26 08:38:08 +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
pcastonguay
d7d455e7ea
[feat][TRTLLM-5018] Dis serving python runtime trt backend (#4243)
* feat: Enabling dis serving with TRT backend with Python runtime

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing formatting

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing disagg mtp test

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

---------

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
2025-05-22 22:01:06 -04:00
Yan Chunwei
4798d088d9
chore: Partition LlmArgs into TorchLlmArgs and TrtLlmArgs (#3823)
* partition LlmArgs

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* update backend

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-22 09:40:56 +08:00
Yan Chunwei
9199793848
fix: llmapi-launch add add trtllm-bench test with engine building (#4091)
* add trtllm-bench mgmn test

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-21 10:18:01 +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
Kaiyu Xie
b4e5df0ee0
Breaking change: perf: Enable scheduling overlap by default (#4174)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-05-15 14:27:36 +08:00
pcastonguay
9643be5f20
[TRTLLM-5050][feat] Enable per-request stats with PyT backend (#4156)
* feat: Add per-request stats support with PyT backend

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Adding unit test

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing stats unit test

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing test with overlap

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

---------

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
2025-05-12 21:35:15 -04:00
Yan Chunwei
0c26059703
chore: Cleanup deprecated APIs from LLM-API (part 1/2) (#3732)
* beam_width and max_new_token

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* remove beam_width

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* remove min_length

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* remove return_num_sequences

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-07 13:20:25 +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
Erin
8fe7bdeacf
feat: LogitsProcessor in PyTorch backend (#3145)
* support lp in pytorch backend

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

* fix tp

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

---------

Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
2025-05-01 14:15:30 -07:00
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
Kate Cheng
7dbe618683
feat: Add multimodal embedding field in LlmRequest (#3855)
* Add a new param to LlmRequest and Request to natively support mm

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* update comment

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Update tests to match the new LlmRequest constructor parameters

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Modify unitTest and modify mm_embeding's dict name in llama4

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix based on comments

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix comment

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix LlmRequest initialization in kvCacheManagerTest

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Clean up code for promt_tuning_config

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Clean up prompt_tuning_config in GenerationRequest

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

---------

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>
Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
2025-05-01 12:23:30 +08:00
bhsueh_NV
f77252e9ff
fix bug of create cuda stream as default parameter which will be init… (#3764)
* fix bug of create cuda stream as default parameter which will be initialized during importing

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* add torch.cuda.Stream() for the leader node

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix pre-commit issue

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

---------

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-04-28 08:16:03 +08:00
Yuan Tong
57944206ba
feat: return logits in PyTorch flow (#3221)
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-04-24 16:56:03 -07:00
shaharmor98
5fff8f0935
Add running E2E LoRA flow (#3648)
* add passing E2E LoRA flow

Signed-off-by: Shahar Mor <smor@nvidia.com>

* add experimental feature

Signed-off-by: Shahar Mor <smor@nvidia.com>

* fix llma_args definition

Signed-off-by: Shahar Mor <smor@nvidia.com>

* decreased manually size of max loras to address OOM

Signed-off-by: Shahar Mor <smor@nvidia.com>

---------

Signed-off-by: Shahar Mor <smor@nvidia.com>
2025-04-23 11:19:41 +08:00
Yan Chunwei
2a09826ec4
fix hmac in remote mpi session (#3649)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
2025-04-18 17:47:51 +08:00
Yibin Li
351808efeb
fix: Use hmac authentication for pickle encryption (#3384)
* hmac initial implementation to encrypt worker and proxy queue

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

* set different hmac key for each pair of server/client queue

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

* fix comments

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

* fix style

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

---------

Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-04-17 00:40:13 +08:00
Kaiyu Xie
e037d3e99b
chore: Unify Python NVTX call (#3450)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-04-15 23:25:36 +08:00
Yuan Tong
668a0335e4
fix: Proper error bubbling for PyExecutor (#3321)
* fix: Proper error bubbling for PyExecutor
* fix: Proper shutdown
* fix: multi gpu proper shutdown

Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
2025-04-15 14:49:46 +08:00
pcastonguay
fe6f14b2b1
fix: Fixing issue with first gen token being returned twice in streaming (#3427)
* fix: Fixing issue with first gen token being returned twice with streaming

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing not_expectring_strings in test

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

---------

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-04-13 22:45:09 -04:00
Yan Chunwei
b37c5c0a4d
make LLM-API slurm examples executable (#3402)
Signed-off-by: chunweiy <328693+Superjomn@users.noreply.github.com>
2025-04-13 21:42:45 +08:00
Iman Tabrizian
c539750d42
fix: Allow context_and_generation request type in disagg overlap (#3489)
Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>
2025-04-11 16:15:01 -07:00
Yan Chunwei
c5e803ba48
chore: code cleanup for error logging and SharedMemory in proxy.py (#3432)
* cleanup log

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* remove shared-memory

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* remove ExecutorResponse

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* add assert for postproc

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-04-10 21:57:06 +08:00
yuxianq
7b03350527
Add thread leak check and fix thread/memory leak issues. (#3270)
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-04-08 19:03:18 +08:00
Kaiyu Xie
0a4e1d5a55
breaking change: perf: Make ipc_periodically the default responses_handler (#3102)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-04-08 10:36:39 +08:00
Fanrong Li
1fe64b90be
fix: fix the acceptance rate of pytorch workflow in trtllm-bench (#3240)
* fix acceptance rate of pytorch workflow.
* revert the RequestOutput API change.

---------

Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-04-03 15:12:24 +08:00
Shunkangz
dda7354d1a
Refactor return of first gen token in PD (#2986)
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
2025-04-01 12:28:27 +08:00
Frank
8bb3eea285
perf: Readd iteration logging for trtllm-bench. (#3039)
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
2025-04-01 08:13:09 +08:00
Yan Chunwei
794f61c997
fix: fix single-node cannot quit issue on slurm (#3140)
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-03-31 10:15:27 +08:00
Yan Chunwei
87ab794aa2
fix: fix hang in mgmn with trtllm-llmapi-launch command (#3119)
* init

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* restore

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-03-27 18:45:43 +08:00
Kaiyu Xie
ea3739ee62
Fix: fuse message not aligned on different processes (#3067)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-03-26 17:15:27 +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
77d7fe1eb2
Update TensorRT-LLM (#2849)
* Update TensorRT-LLM

---------

Co-authored-by: aotman <chenhangatm@gmail.com>
2025-03-04 18:44:00 +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
Kaiyu Xie
e88da961c5
Update TensorRT-LLM (#2783) 2025-02-13 18:40:22 +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