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33 Commits

Author SHA1 Message Date
brb-nv
d798d66976
[TRTLLM-7731][feat] Avoid over-allocation of KV cache for transmission in disagg with CP (#8145) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-31 17:32:39 -07:00
Shi Xiaowei
a0024f4d34
[None][doc] Facilitates the integration of the transfer agent (#7867) 
Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-10-21 20:06:24 +08:00
Patrice Castonguay
b7602f7bd4 [https://nvbugs/5534837][fix] Fix KV cache split on long context (#8247) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Jonas Yang CN
88ea2c4ee9
[TRTLLM-7349][feat] Adding new orchestrator type -- ray (#7520) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Co-authored-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-04 08:12:24 +08:00
Patrice Castonguay
fefa7d8fa3
[None][feat] Support for cancelling requests with disaggregation (#8114) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-10-02 11:04:26 -07:00
Iman Tabrizian
33282351a2
[TRTLLM-6106][feat] Add support for KVCache transfer from KVCache reuse path (#6348) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-09-27 19:29:30 -04:00
Bo Deng
8cf95681e6
[TRTLLM-7989][infra] Bundle UCX and NIXL libs in the TRTLLM python package (#7766) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-09-22 16:43:35 +08:00
brb-nv
e10a027a03
[TRTLLM-7731][feat] KV cache transmission in disagg with CP on gen side (#7624) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-09-20 06:15:26 -07:00
Chuang Zhu
c98b9468af
[None][fix] get Local IP by connect remote (#7719) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-19 10:01:03 +08:00
Iman Tabrizian
6ce0624208
[TRTLLM-8044][refactor] Rename data -> cache for cacheTransceiver (#7659) 2025-09-16 08:43:56 -04:00
Chuang Zhu
f412f5c4b0
[None][fix]UCX zmq ip support ipv6 (#7530) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-10 10:24:41 +08:00
Tomer Shmilovich
ecc0e687c6
[None][feat] Nixl support for GDS (#5488) 
Signed-off-by: Tomer Shmilovich <tshmilovich@nvidia.com>
Signed-off-by: Guy Lev <glev@nvidia.com>
Co-authored-by: Guy Lev <glev@nvidia.com>
 2025-09-09 13:00:38 +08:00
Chuang Zhu
77657a1c12
[TRTLLM-7361][feat] KV cache transfer for uneven pp (#7117) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-08 13:37:46 -04:00
Shunkangz
bddf183e15
[None][feat] Add Request specific exception (#6931) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-09-04 18:43:42 -04:00
brb-nv
43cb50f788
[None][feat] Update TargetInfo to accommodate CP in disagg (#7224) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-29 15:56:20 -04:00
Chuang Zhu
4d040b50b7
[None][chore] ucx establish connection with zmq (#6090) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-08-05 02:50:45 -04:00
Chuang Zhu
ffc0b8f5da
Cache transceiver support VSWA (#5505) 
Signed-off-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Co-authored-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-07-05 01:18:42 +09:00
Chuang Zhu
1d2b0d3d80
use file lock to avoid port conflict (#5123) 2025-06-16 14:15:37 +08:00
Chuang Zhu
8e9937081d
ucxx only use ucp_feature_tag to aviod some issuse on some platform (#4994) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-06-13 19:14:25 +08:00
Chuang Zhu
9a874760c1
Kv cache transfer support duplicate heads (#4929) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-06-09 14:11:19 +08:00
Chuang Zhu
44cfd757b2
Agent interface impl for NIXL (#4125) 
* agentConnection

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

recv

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

agentState

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

NIXL interfaces

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>

update cmakelists

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>

nixl improve

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

remove cppzmq

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

fix

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

transferAgent remove register

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

work for cache Test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

reduce sleep time

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

fix test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

intergarte

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

nixl env

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

fix rebase error

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

cpp test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

stash for send metaData

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

loadRemoteMD after fetchRemoteMD

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

workaround for mixed gen and context

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

test_env

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

avoid port conflict in test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* format

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* use std::string

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* typo

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* fix transferAgentTest

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

---------

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-05-22 09:09:41 +08:00
Shi Xiaowei
df2798e0c3
feat: NIXL interface integration (#3934) 
NIXL interfaces

Signed-off-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-05-19 18:18:22 +08:00
Chuang Zhu
09a28becae
fix cache buffer (#3942) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-05-07 09:49:44 +08:00
Robin Kobus
9f9edd783c
refactor: Introduce MpiTag enumeration and update MPI function signatures (#3893) 
* refactor: Move executor recv functions into classes

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: Enhance MPI logging and error handling

- Updated MPI logging to include destination and tag information for better traceability during send and receive operations.
- Added error checking for MPI_Wait and MPI_Cancel calls to ensure proper handling of multi-device requests.
- Improved code structure for clarity and maintainability.

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: Introduce MpiTag enumeration and update MPI function signatures

- Added a new header file `mpiTags.h` to define an enumeration for MPI tags, improving code readability and maintainability.
- Updated function signatures in `mpiUtils.h` and `mpiUtils.cpp` to use the new `MpiTag` type instead of raw integers for tags.
- Refactored various MPI calls across the codebase to utilize the new `MpiTag` enumeration, enhancing type safety and clarity.
- Removed redundant MPI tag constants from several classes, streamlining the code.

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* fixup! refactor: Introduce MpiTag enumeration and update MPI function signatures

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: Rename tags for consistency

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-05-04 13:24:29 +02:00
Chuang Zhu
e2318756ed
cacheTransceiver buffer manager (#3798) 
* cacheTransceiver buffer manager

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* fix args

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* cpp kvCacheManager

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* format

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

---------

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-04-27 11:48:15 +08:00
Iman Tabrizian
af04b6f6aa
bug: Fix hang bug when context server doesn't have enough capacity for KV Cache (#3095) 
* Fix hang bug when KV cache is low

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Review comments

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Fix attentiondp typo

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Add CI test for this case

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* fix: Fix the insertion order for responder futures

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* fix: Fix disagg CPP

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

---------

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-04-21 15:16:55 +08:00
Chuang Zhu
6ee021a90d
chore: exchange connection id with tagSend/tagRecv (#3320) 
* exchange connection id with tagSend/tagRecv

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* unwaive

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* tag recv/send

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

---------

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-04-14 09:30:34 +08:00
Yuan Tong
a139eae425
chore: Stabilize ABI boundary for internal kernel library (#3117) 
chore: Stabilize ABI boundary for internal kernel library

Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-04-11 15:07:50 +08:00
Chuang Zhu
5aeef6d4c7
ucx interface (#3306) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-04-07 08:44:34 +08:00
Chuang Zhu
bc5811da65
chore: Ucx ip port remove mpi depend (#3101) 
* initial ucx support

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixes to support dynloading and ucx connection establishment - not stable yet

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* update

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* more connection bringup fixes - faillig on connection vector build

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* executor test pass

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* update

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* passed full benchmark

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* changing to TLLM_THROW and removing cout

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* stoping progress thread at ucxComm destructor

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixing build with ENABLE_UCX=0 to not build ucx traget at all and removing includes for ucxConnection for cache transceiver, also delete commented cold code

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fix copyrights

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* adding ucx flavor to cache transceiver test and insertto the CI pipeline

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* allowing sending non ib interfaces IPs

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* setting UCX port reuse for the tests in pipeline

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* code review fixes

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* querying ep after GID message is sent to avoid UCX Errors

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixing more CR issues

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* querying ep to not fail is ep_not_connected yet

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* remove mpi dependency and debug

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* debug to info

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* mpirun n 2

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* remove mpi comm split when disaggOrchestrator mode

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* waive disagg_mtp test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* use future instead of thread

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* use future_promise instead of cv wait

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* connectionId type

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* improve test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* imporve test 2

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* gtest_skip

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

---------

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Co-authored-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>
 2025-04-02 09:42:29 +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