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587 Commits

Author SHA1 Message Date
Tailing Yuan
38296a472b
[None][feat] Layer-wise benchmarks: make model init more general and support weights loading (#10562) 
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
 2026-01-13 19:17:03 +08:00
Wanli Jiang
11da7e3605
[None][fix] Solve pillow version conflict (#10537) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2026-01-12 04:05:54 -05:00
Yechan Kim
8e0d20d901
[TRTLLM-10195][feat] K-EXAONE support (#10355) 
Signed-off-by: Jaedeok Kim <jaedeokk@nvidia.com>
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: Jaedeok Kim <jaedeokk@nvidia.com>
 2026-01-12 00:29:51 +09:00
tcherckez-nvidia
f6c4dd885f
[None][chore] Update AutoDeploy model list (#10505) 
Signed-off-by: Tal Cherckez <127761168+tcherckez-nvidia@users.noreply.github.com>
 2026-01-10 08:47:37 +02:00
Yukun He
c5331e6dbb
[None][fix] Setup dist for AutoTuner in Layerwise benchmarking. (#10534) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2026-01-09 14:16:39 +08:00
bhsueh_NV
bea61bb17d
[None][fix] Mistral large 3 few code refine (#10405) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2026-01-08 06:38:49 -05:00
Yiqing Yan
dc6b743fb6
[None][chore] Bump version to 1.2.0rc8 (#10542) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2026-01-08 04:51:44 -05:00
Kaiyu Xie
810249c304
[https://nvbugs/5769926] [fix] Add no container mount home WAR (#10431) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2026-01-06 13:09:25 +08:00
Venky
aa1fe931de
[None][docs] Add --config preference over --extra_llm_api_options in CODING_GUIDELINES.md (#10426) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2026-01-05 22:05:47 -05:00
Gal Hubara-Agam
e98c27ee4f
[TRTLLM-10053][feat] AutoDeploy: Add Super v3 config file, improve test runtime (#10397) 
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
 2026-01-05 18:17:27 +02:00
Fanrong Li
4931c5eb3a
[None][feat] update deepgemm to the DeepGEMM/nv_dev branch (#9898) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2026-01-05 16:43:42 +08:00
Tailing Yuan
a7fe043b13
[None][feat] Layer-wise benchmarks: support TEP balance, polish slurm scripts (#10237) 
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
 2026-01-05 11:23:04 +08:00
Lucas Liebenwein
937f8f78a1
[None][doc] promote AutoDeploy to beta feature in docs (#10372) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2026-01-02 18:46:31 -05:00
tcherckez-nvidia
4868772ad7
[None][feat] Add export data to build and run script for AD (#10299) 
Signed-off-by: Tal Cherckez <127761168+tcherckez-nvidia@users.noreply.github.com>
 2026-01-01 04:54:47 -05:00
Olya Kozlova
55f3cda66d
[None][fix] Fix request_id for best_of/n case (#8368) 
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
 2025-12-26 22:20:24 +01:00
Pengyun Lin
684b37df02
[https://nvbugs/5747938][fix] Use local tokenizer (#10230) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-12-26 22:08:10 +08:00
bhsueh_NV
db3430f589
[None][feat] Support VLM part for Mistral Large 3 (#10188) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-12-25 11:20:58 -05:00
Jatin Gangani
97b38ac403
[None] [doc] Update IFB performance guide & GPTOSS deployment guide (#10283) 
Signed-off-by: Jatin Gangani <jgangani@dc2-container-xterm-014.prd.it.nvidia.com>
Co-authored-by: Jatin Gangani <jgangani@dc2-container-xterm-014.prd.it.nvidia.com>
 2025-12-25 05:52:04 -05:00
Gabriel Wu
1d01214ff0
[None][feat] Drop non-deepgemm fp8 block scale gemm (#10256) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
 2025-12-25 14:52:52 +08:00
Necofish
8614cd3439
[None][fix] fix: resolve GPU memory imbalance in concurrent weight loading (#6472) 
Signed-off-by: Necofish <liuxiangyang@mail.ustc.edu.cn>
Signed-off-by: Nekofish-L <liuxiangyang@mail.ustc.edu.cn>
Signed-off-by: Jie Li <lijie@nvidia.com>
Co-authored-by: Jie Li <lijie@nvidia.com>
 2025-12-24 09:43:09 -05:00
tcherckez-nvidia
56ef97e06e
[#10246][feature] Move AD dashboard to use cudagraph compile backend (#10267) 
Signed-off-by: Tal Cherckez <127761168+tcherckez-nvidia@users.noreply.github.com>
 2025-12-24 11:09:59 +02:00
zackyoray
f6c3bc16b9
[None][docs] Add NIXL-Libfabric Usage to Documentation (#10205) 
Signed-off-by: Yoray Zack <62789610+zackyoray@users.noreply.github.com>
 2025-12-23 23:05:40 -05:00
tcherckez-nvidia
64bb1a5155
[None][chore] Update AD coverage to use torch-cudagraph (#10233) 
Signed-off-by: Tal Cherckez <127761168+tcherckez-nvidia@users.noreply.github.com>
 2025-12-23 07:20:32 -05:00
Yiqing Yan
59b05dc0a8
[None][chore] Bump version to 1.2.0rc7 (#10216) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-12-23 15:07:47 +08:00
Harshini Komali
d691371eaf
[TRTLLM-9091] [feat] Replace GenAI-Perf with AIPerf (#9310) 
Signed-off-by: lkomali <lkomali@nvidia.com>
Signed-off-by: Harshini Komali <157742537+lkomali@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-23 13:25:55 +08:00
fredricz-20070104
621156ad44
[None][chore] Fix GB300 support issues (#10196) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
Signed-off-by: fredricz-20070104 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-12-23 10:42:41 +08:00
bhsueh_NV
cd4b4f43fa
[None][feat] Support Eagle3 on Mistral Large3 (#9971) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-12-21 10:25:45 -05:00
Kaiyu Xie
5a611cb8f5
[None] [feat] Enhancements to slurm scripts (#10112) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-21 10:24:56 -05:00
Bo Li
a66eeab537
[TRTLLM-9805][feat] Skip Softmax Attention. (#9821) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
Co-authored-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
 2025-12-21 02:52:42 -05:00
Yuxian Qiu
3b3069b390
[https://nvbugs/5747930][fix] Use offline tokenizer for whisper models. (#10121) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-12-20 09:42:07 +08:00
Anish Shanbhag
7c82605327
[None][fix] enable KV cache reuse for config database (#10094) 2025-12-19 15:16:56 -08:00
Venky
dfa11d810e
[TRTC-102][docs] --extra_llm_api_options->--config in docs/examples/tests (#10005) 2025-12-19 13:48:43 -05:00
tcherckez-nvidia
9f6abaf59f
[#9640][feat] Migrate model registry to v2.0 format with composable configs (#9836) 
Signed-off-by: Tal Cherckez <127761168+tcherckez-nvidia@users.noreply.github.com>
 2025-12-19 05:30:02 -08:00
Pengyun Lin
ac03915dc3
[TRTLLM-9604][feat] DS R1 & V3.1 tool parser (#10010) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-12-19 17:20:03 +08:00
Anish Shanbhag
91a9ae42d2
[TRTC-71][feat] Add regression testing for config database (#9832) 
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
 2025-12-18 16:15:38 -08:00
Lucas Liebenwein
76ec820465
[#7532][feat] AutoDeploy: gather logits before lm head (#9962) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Co-authored-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
 2025-12-17 19:50:13 -08:00
Kaiyu Xie
02fd13448b
[None] [feat] Enhancements to slurm scripts (#10031) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-16 19:31:27 -08:00
William Zhang
28b02b4f5a
[None][docs] Add README for Nemotron Nano v3 (#10017) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
Co-authored-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-12-15 22:17:24 -08:00
Yukun He
9e7182b603
[TRTLLM-9615][feat] Implement a distributed tuning system (#9621) 
Four distinct strategies are implemented to accommodate different distributed tuning scenarios, including BROADCAST, INDEPENDENT, MERGE, PARALLEL.

* Distributed tuning is disabled by default, with the INDEPENDENT strategy as the fallback. This conservative approach prevents unexpected behavior in standard use cases.
* Only operations with significant tuning time overhead have been assigned the PARALLEL strategy, which allows the same tensor parallelism (TP) rank to tune tactics concurrently across different ranks. This targeted approach balances performance gains with stability.
* Operations with nested tuning structures, such as NVFP4GemmUnifiedRunner, currently support only the INDEPENDENT strategy. This restriction exists because the synchronization mechanism is optimized only for leaf operations and doesn't yet handle nested hierarchies.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-12-15 21:08:53 +08:00
Kaiyu Xie
ef4ea955b2
[None] [fix] Fix slrum scripts (#10007) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-15 04:20:53 -08:00
Kaiyu Xie
504ede707e
[None] [fix] Fix nsys_on argument for slurm scripts (#9995) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-14 22:41:30 -08:00
JunyiXu-nv
af899d2fe7
[TRTLLM-9860][doc] Add docs and examples for Responses API (#9946) 
Signed-off-by: Junyi Xu <219237550+JunyiXu-nv@users.noreply.github.com>
 2025-12-14 21:46:13 -08:00
Kaiyu Xie
0788635d6c
[TRTLLM-9762] [doc] Update documents for GB300 NVL72 (#9987) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-14 19:30:28 -08:00
Simeng Liu
f21e2b3329
[TRTLLM-9601][feat] Expose mmKeys for multimodal to integrate with dynamo. (#9604) 
Signed-off-by: SimengLiu-nv <simengl@nvidia.com>
 2025-12-15 08:42:30 +08:00
Mike Iovine
383b13e0e5
[None][feat] Implement sampling on 1-model EAGLE3 (#9885) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
Signed-off-by: Mike Iovine <miovine@nvidia.com>
 2025-12-13 07:38:22 -08:00
Balaram Buddharaju
6a6e41f802
[TRTLLM-9468][chore] Update disagg benchmarking scripts to support context parallelism (#9720) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-12-12 22:29:41 -08:00
bhsueh_NV
e49c70f6df
[None][feat] Support Mistral Large3 LLM part (#9820) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-12-13 11:44:27 +08:00
tburt-nv
6147452158
[https://nvbugs/4141427][chore] Add more details to LICENSE file (#9881) 
Signed-off-by: Tyler Burt <195370667+tburt-nv@users.noreply.github.com>
 2025-12-13 08:35:31 +08:00
Lucas Liebenwein
e767fc649a
[None][feat] AutoDeploy: prepare_metadata revisited (#9764) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-12-12 20:14:14 +08:00
Kaiyu Xie
110820bb15
[TRTLLM-9792] [feat] Support multiple instances on single node for slurm scripts (#9900) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-12 12:12:08 +08:00