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7175d89b48
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1845 Commits

Author SHA1 Message Date
Aurelien Chartier
7175d89b48
[None][fix] Fix iteration stats for spec-dec (#9855) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-12-16 14:11:38 -08:00
ruodil
07f307d131 [https://nvbugs/5652552][fix] cherry-pick add printing for llm args (#9206) 
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
Signed-off-by: Mike Iovine <miovine@nvidia.com>
 2025-12-16 13:33:20 -05:00
Lizhi Zhou
bd13957e70
[TRTLLM-9181][feat] improve disagg-server prometheus metrics; synchronize workers' clocks when workers are dynamic (#9726) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-12-16 05:16:32 -08:00
Enwei Zhu
609d1d0383
[None][fix] Fix Illegal Memory Access for CuteDSL Grouped GEMM (#10008) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-12-16 04:06:49 -08:00
Wanli Jiang
8af51211c1
[FMDL-1222][feat] Support weight and weight_scale padding for NVFP4 MoE cutlass (#9358) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-12-16 12:41:17 +08:00
Yechan Kim
8ba8699f66
[TRTLLM-8310][feat] Add Qwen3-VL-MoE (#9689) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-12-15 20:05:20 -08:00
ChristinaZ
dff77efa2a
[None][feat] Add routing support for the new model for both cutlass and trtllm moe backend (#9792) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-12-15 19:59:08 -08:00
Michal Guzek
e6187d8109
[https://nvbugs/5708810][fix] Fix TRTLLMSampler (#9710) 
Signed-off-by: Michal Guzek <mguzek@nvidia.com>
 2025-12-15 23:26:52 +01:00
Faraz
0c31502fbc
[None][feat] disable fused gemm for sm121 (#9916) 
Signed-off-by: list <58580514+farazkh80@users.noreply.github.com>
 2025-12-15 12:07:06 -05:00
Kaiyu Xie
44b0f8c3ed
[None] [fix] Revert "[None] [feat] add eos_token_id in generation_config to sampling params" (#10002) 2025-12-15 08:52:52 -08:00
arekay-nv
4f75a31a45
[https://nvbugs/5540979][fix] Potential fix for 5540979 (#9716) 
Signed-off-by: Rashid Kaleem <230885705+arekay-nv@users.noreply.github.com>
 2025-12-15 10:49:31 -05:00
Wanli Jiang
3230fbe79a
[None][feat] Update reasoning parser for nano-v3 (#9944) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-12-15 05:39:37 -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
Grzegorz Kwasniewski
83885c69e7
[TRTLLM-9136][feat] 2D parallel EP TP support (#9459) 
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-12-15 09:52:29 +01:00
Yuxian Qiu
7588029763
[None][feat] Async pp send for PPCommTorch. (#9976) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-12-15 14:03:46 +08:00
Ziyi Xiong
f2aee0db03
[TRTLLM-9854][feat] Optimize the host overhead of _sample_async (#9935) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-12-15 13:28:54 +08:00
Fanrong Li
8f144d9282
[TRTLLM-9416][feat] Skip DS-v3.2 indexer MQA and Top-K for short sequences. (#9524) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-12-15 12:42:25 +08:00
xxi
f5696df285
[TRTLLM-8961][feat] ConfigurableMoE support DeepGemm (#9858) 2025-12-15 10:47:15 +08:00
Yan Chunwei
355e06d66d
[None][doc] update readme for rpc (#9972) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-12-15 10:16:50 +08:00
Zongfei Jing
bf923a1074
[None] [chore] Comments cleanup (#9978) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-12-15 09:46:37 +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
Yuxian Qiu
fcda1a1442
[None][fix] disable async pp send for ray cases. (#9959) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-12-13 20:22:36 -08:00
nvxuanyuc
a5a37227d6
[None][feat] Fused kernels (qknormrope + moe routing) and two-model MTP support for glm4moe (#9852) 
Signed-off-by: Xuanyu Chen <xuanyuc@nvidia.com>
 2025-12-14 10:47:24 +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
jellysnack
079ef8ae77
[None][feat] Graceful Error Handling for Guided Decoder (#9078) 
Signed-off-by: jellysnack <oleg.jellysnack@gmail.com>
Signed-off-by: jellysnack <158609015+jellysnack@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-12-13 19:57:59 +08:00
Yan Chunwei
85406f9dda
[https://nvbugs/5720482][fix] Fix test rpc streaming (#9902) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-12-13 01:14:43 -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
shuyixiong
7fc720a397
[TRTLLM-9784][fix] Resolve port conflicts (#9780) 
Signed-off-by: Shuyi Xiong <219646547+shuyixiong@users.noreply.github.com>
 2025-12-12 22:10:01 -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
Faraz
98d72c7648
[None][feat] spark cublas LUT table for llama-8b-bf16 perf (#9811) 
Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
 2025-12-12 22:37:56 -05:00
Balaram Buddharaju
461446045e
[TRTLLM-9493][feat] Add helixPostProcessNative kernel for cp_dim=2 (#9924) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-12-12 16:49:25 -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
Yuxian Qiu
cd4e639536
[None][feat] Async pp send. (#9952) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-12-13 00:52:30 +08:00
JunyiXu-nv
2fec53dfa5
[TRTLLM-9637][feat] Support tool parser for Kimi K2 (#9830) 
Signed-off-by: Junyi Xu <219237550+JunyiXu-nv@users.noreply.github.com>
 2025-12-12 23:32:39 +08:00
Yihan Wang
9df4dad3b6
[None][fix] Introduce inline namespace to avoid symbol collision (#9541) 
Signed-off-by: Yihan Wang <yihwang@nvidia.com>
 2025-12-12 23:32:15 +08:00
Balaram Buddharaju
af315d8ef1
[TRTLLM-5972][chore] Load balance decode token KV cache with helix parallelism (#9757) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-12-12 22:29:05 +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
yufeiwu-nv
fd3d3a553d
[None][chore] Modify python ipc_util to align with C++ path (#9894) 
Signed-off-by: yufeiwu <230315618+yufeiwu-nv@users.noreply.github.com>
Co-authored-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-12-12 15:55:22 +08:00
Yifei Wang
9d1f2a9925
[#6425][fix] address CUDA stream sync issue in ModelRunnerCPP (#6426) 
Signed-off-by: yifei.w <yifei.w@bytedance.com>
 2025-12-12 13:33:22 +08:00
JunyiXu-nv
710c592d7c
[https://nvbugs/5727517][fix] Preserve ip:port for disagg (#9859) 
Signed-off-by: Junyi Xu <219237550+JunyiXu-nv@users.noreply.github.com>
 2025-12-12 09:45:34 +08:00
jthomson04
4f6d4da035
[None][perf] Fix TPOT when min_tokens set (#9862) 
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
 2025-12-11 13:55:31 -08:00
Venky
fd1270b9ab
[TRTC-43] [feat] Add config db and docs (#9420) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
 2025-12-12 04:00:03 +08:00
Erin
89dabf5aa1
[TRTLLM-9736][feat] AsyncLLM and verl integ (#9353) 
Signed-off-by: Liwei Ma <liweim@nvidia.com>
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Co-authored-by: Liwei Ma <liweim@nvidia.com>
Co-authored-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-12-11 09:33:25 -08:00
JadoTu
02edb19f43
[None] [feat] add eos_token_id in generation_config to sampling params (#9514) 
Signed-off-by: jiant <107457950+JadoTu@users.noreply.github.com>
 2025-12-12 00:52:03 +08:00
xxi
488d38f88d
[TRTLLM-8959][feat] ConfigurableMoE support CUTLASS (#9772) 2025-12-12 00:22:13 +08:00
Zongfei Jing
c76b428e2e
[TRTLLM-9685] [feat] Add gather fc1 kernel by cuteDSL (#9618) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-12-11 16:21:32 +08:00
Kanghwan
d147ad053e
[#2730][fix] Fix circular import bug in medusa/weight.py (#9866) 
Signed-off-by: Kanghwan Jang <861393+karljang@users.noreply.github.com>
 2025-12-11 13:51:08 +08:00
Ziyi Xiong
81222c3670
[None] Fix warning when capturing CUDA graph (#9746) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-12-10 19:22:38 -08:00
Yiqing Yan
1c11cae54d
[None][chore] bump version to 1.2.0rc6 (#9874) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-12-10 04:53:26 -08:00
Yukun He
072f236002
[None][fix] Fully resolve the tactic recovery issues in AutoTuner serialized cache (#9835) 
Restrict tactic types to those compatible with AutoTuner cache serialization and deserialization.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-12-10 20:41:04 +08:00