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54 Commits

Author SHA1 Message Date
Linda
82dfef2e56
[https://nvbugs/5628848][fix] Fix nanobind stub generation (#10516) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2026-01-09 11:32:21 -08:00
Lucas Liebenwein
00355b24b7
[None][feat] precompiled installation from local src dir with fnmatch only (#10430) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2026-01-06 15:31:59 -05:00
Chuang Zhu
536a8f6a9c
[TRTLLM-9527][feat] Add transferAgent binding (step 1) (#10113) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2026-01-06 08:40:38 +08:00
Lucas Liebenwein
846e54aa09
[None][feat] precompiled installation from local src dir (#10419) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2026-01-05 19:16:38 -05:00
Wangjue Yao
9f283f330b
[None][feat] Support Mooncake transfer engine as a cache transceiver backend (#8309) 
Signed-off-by: wjueyao <wyao123@terpmail.umd.edu>
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-12-19 10:09:51 +08:00
Suyog Gupta
d12cb9436d
[None][feat] Autodeploy add triton configs and optimize mamba prefill (#9083) 
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-11-13 19:15:43 -08:00
Chang Liu
3a79d03874
[https://nvbugs/5617275][fix] Extract py files from prebuilt wheel for editable installs (#8738) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-10-30 21:40:22 -07:00
Yanchao Lu
1614624beb
[None][docs] Update Python wheel's short-/long-descriptions (#8676) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-10-27 14:58:49 +08:00
Chang Liu
e47c787dd7
[TRTLLM-8535][feat] Support DeepSeek V3.2 with FP8 + BF16 KV cache/NVFP4 + BF16 KV cache (#8405) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
 2025-10-24 13:40:41 -04:00
mpikulski
40a9c61a89
[None][fix] generate nanobind stubs for submodules (#8539) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-22 06:23:08 -04:00
Chenghao Zhang
bac9e8c2ad
[None][feat] AutoDeploy: Add Nemotron MOE support for AutoDeploy (#8469) 2025-10-21 15:32:01 -07:00
Venky
3e681e2a80
[None] [chore] Add architecture-specific ATTRIBUTIONS files (#8468) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-10-20 16:29:15 -04:00
Venky
8d07580c95
[None] [chore] Add ATTRIBUTIONS-{CPP,Python}.md + Update in wheels setup (#8438) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-10-17 06:33:05 -07:00
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
08a47918cf
[None][chore] Adding install_tensorrt.sh script to pip wheel (#8116) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-10-02 15:47:12 -04:00
mpikulski
9970345919
[TRTLLM-7728][feat] batched sampling by strategy (supersedes enable_mixed_sampler, cf. TRTLLM-7156) (#7294) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-23 16:05:05 -07:00
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
Jiagan Cheng
60df6b2826
[https://nvbugs/5485430][fix] Copy the nanobind file when using precompiled package (#7334) 
Signed-off-by: Jiagan Cheng <jiaganc@nvidia.com>
 2025-09-02 01:49:31 -04:00
Jiagan Cheng
afb116f703
[None][fix] Fix python-only build that uses TRTLLM_USE_PRECOMPILED (#6825) 
Signed-off-by: Jiagan Cheng <jiaganc@nvidia.com>
 2025-08-14 23:26:35 +08:00
Zongfei Jing
0ff8df95b7
[https://nvbugs/5433581][fix] DeepGEMM installation on SBSA (#6588) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-08-06 16:44:21 +08:00
Lucas Liebenwein
41fb8aa8b1
[AutoDeploy] merge feat/ad-2025-07-07 (#6196) 
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Gal Hubara-Agam <96368689+galagam@users.noreply.github.com>
Co-authored-by: Neta Zmora <nzmora@nvidia.com>
Co-authored-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Frida Hou  <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Grzegorz Kwasniewski <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-07-23 05:11:04 +08:00
Linda
4d071eb2d1
feat: binding type build argument (pybind, nanobind) (#5802) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-11 00:48:50 +09:00
Tailing Yuan
85b4a6808d
Refactor: move DeepEP from Docker images to wheel building (#5534) 
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
 2025-07-07 22:57:03 +09:00
Martin Marciniszyn Mehringer
3485347584
doc: [TRTLLM-325]Integrate the NGC image in Makefile automation and document (#4400) 
* doc: [TRTLLM-325]Integrate the NGC image in Makefile automation and documentation

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>

* WAR against https://github.com/advisories/GHSA-vqfr-h8mv-ghfj

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>

* Fix default assignment for CUDA architectures in SBSA build

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>

* Push new docker images

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>

* Handle constraints.txt in setup.py

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>

---------

Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
 2025-05-19 23:45:01 -07:00
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
Ming Wei
ed887940d4
infra: open source XQA kernels (#3762) 
Replace libtensorrt_llm_nvrtc_wrapper.so with its source code, which
consists of two parts:

1. NVRTC glue code
2. XQA kernel code

During TensorRT-LLM build, XQA kernel code is embedded as C++ arries via
gen_cpp_header.py and passed to NVRTC for JIT compilation.

Signed-off-by: Ming Wei <2345434+ming-wei@users.noreply.github.com>
 2025-04-30 18:05:15 +08:00
Enwei Zhu
90b708f851
[https://nvbugspro.nvidia.com/bug/5238602][fix] Package lm_eval configuration files 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-04-24 09:57:01 +08:00
Enwei Zhu
b2f69db507
test: Accuracy test improvement (Part 3.1): Extend accuracy test suite with LLM API and initial implementation of trtllm-eval (#3167) 
* add eval_llmapi

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

tmp commit

port to CLI tool

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

move

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

setup llmapi

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

fix spec_dec_algo

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

_update_from_hf_quant_config

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

fix

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

migrate test_pytorch.py

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

fix fp8 block scales

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

fix fp8 rowwise

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

adj alpha

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

move test_pytorch.py cases

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

move

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

rename test_accuracy.py to test_cli.py

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

clean

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

* fix cnn_dailymail

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

* renaming to cli flow

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

* rename MMLU

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

* rename

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

* add error

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

* fix

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

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-04-01 22:20:29 +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
Oguz Vuruskaner
c3c5a07dca
Update setup.py (#2876) 
update path for the script.

Signed-off-by: Oguz Vuruskaner <ovuruska@outlook.com>
Co-authored-by: juney-nvidia <143764042+juney-nvidia@users.noreply.github.com>
 2025-03-24 13:10:53 +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
ab5b19e027
Update TensorRT-LLM (#2820) 2025-02-25 21:21:49 +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
c629546ce4
Update TensorRT-LLM (#2436) 2024-11-12 15:27:49 +08:00
Kaiyu Xie
1730a587d8
Update TensorRT-LLM (#2363) 
* Update TensorRT-LLM

---------

Co-authored-by: tonylek <137782967+tonylek@users.noreply.github.com>
 2024-10-22 20:27:35 +08:00
Kaiyu Xie
75057cd036
Update TensorRT-LLM (#2333) 
* Update TensorRT-LLM

---------

Co-authored-by: Puneesh Khanna <puneesh.khanna@tii.ae>
Co-authored-by: Ethan Zhang <26497102+ethnzhng@users.noreply.github.com>
 2024-10-15 15:28:40 +08:00
石晓伟
32ed92e449
Update TensorRT-LLM 
Co-authored-by: Rong Zhou <130957722+ReginaZh@users.noreply.github.com>
Co-authored-by: Onur Galoglu <33498883+ogaloglu@users.noreply.github.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
 2024-08-20 18:55:15 +08:00
Kaiyu Xie
bca9a33b02
Update TensorRT-LLM (#2008) 
* Update TensorRT-LLM

---------

Co-authored-by: Timur Abishev <abishev.timur@gmail.com>
Co-authored-by: MahmoudAshraf97 <hassouna97.ma@gmail.com>
Co-authored-by: Saeyoon Oh <saeyoon.oh@furiosa.ai>
Co-authored-by: hattizai <hattizai@gmail.com>
 2024-07-23 23:05:09 +08:00
Kaiyu Xie
f430a4b447
Update TensorRT-LLM (#1688) 
* Update TensorRT-LLM

---------

Co-authored-by: IbrahimAmin <ibrahimamin532@gmail.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
Co-authored-by: Pzzzzz <hello-cd.plus@hotmail.com>
Co-authored-by: CoderHam <hemant@cohere.com>
Co-authored-by: Konstantin Lopuhin <kostia.lopuhin@gmail.com>
 2024-05-28 20:07:49 +08:00
Kaiyu Xie
bf0a5afc92
Update TensorRT-LLM (#1598) 
* Update TensorRT-LLM
 2024-05-14 16:43:41 +08:00
Kaiyu Xie
89ba1b1a67
Update TensorRT-LLM (#1554) 2024-05-07 23:34:28 +08:00
石晓伟
850b6fa1e7
Update TensorRT-LLM (#1358) 
Co-authored-by: Kaiyu <26294424+kaiyux@users.noreply.github.com>
 2024-03-26 20:47:14 +08:00
Kaiyu Xie
0ab9d17a59
Update TensorRT-LLM (#1055) 
* Update TensorRT-LLM

---------

Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2024-02-06 18:38:07 +08:00
Kaiyu Xie
e06f537e08
Update TensorRT-LLM (#1019) 
* Update TensorRT-LLM

---------

Co-authored-by: erenup <ping.nie@pku.edu.cn>
Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2024-01-31 21:55:32 +08:00
Kaiyu Xie
deaae40bd7
Update TensorRT-LLM (#787) 
* Update TensorRT-LLM

---------

Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2024-01-02 17:54:32 +08:00
Kaiyu Xie
a75618df24
Update TensorRT-LLM (#667) 
* Update TensorRT-LLM

---------

Co-authored-by: 0xymoro <jerrymeng100@gmail.com>
Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2023-12-15 22:14:51 +08:00
Kaiyu Xie
f7eca56161
Update TensorRT-LLM (#613) 
* Update TensorRT-LLM

---------

Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: zhang-ge-hao <842720660@qq.com>
 2023-12-08 17:49:24 +08:00
Kaiyu Xie
71f60f6df0
Update TensorRT-LLM (#524) 2023-12-01 22:27:51 +08:00
Kaiyu Xie
711a28d9bf
Update TensorRT-LLM (#465) 
* Update TensorRT-LLM

---------

Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2023-11-24 22:12:26 +08:00
Kaiyu Xie
6755a3f077
Update TensorRT-LLM (#422) 
* Update TensorRT-LLM

---------

Co-authored-by: Tltin <TltinDeng01@gmail.com>
Co-authored-by: zhaohb <zhaohbcloud@126.com>
Co-authored-by: Bradley Heilbrun <brad@repl.it>
Co-authored-by: nqbao11 <nqbao11.01@gmail.com>
Co-authored-by: Nikhil Varghese <nikhil@bot-it.ai>
 2023-11-18 00:05:54 +08:00