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811 Commits

Author SHA1 Message Date
Yiqing Yan
e51c541617
chore: Bump version to 1.0.0rc4 (#6086) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-07-16 13:02:23 +08:00
Wanli Jiang
8679a058a3
fix: Unable to load phi4-model with tp_size>1 (#5962) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-16 11:39:41 +08:00
danielafrimi
edab7532dd
feat/add latency support for trtllm bench (#3730) 
Signed-off-by: Ubuntu <dafrimi@nvidia.com>
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Frank <3429989+FrankD412@users.noreply.github.com>
Co-authored-by: Daniel Afrimi <dafrimi@nvidia.com>
Co-authored-by: Frank <3429989+FrankD412@users.noreply.github.com>
 2025-07-15 13:13:49 -07:00
Fanrong Li
7a1af1c738
Cherry-pick https://github.com/NVIDIA/TensorRT-LLM/pull/5947 (#5989) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-07-16 01:33:12 +09:00
Xiaodong (Vincent) Huang
0523f77b36
support TRTLLM_DEEP_EP_TOKEN_LIMIT to allow run deep-ep on memory-con… (#5684) 
Signed-off-by: Vincent Huang <vincenth@nvidia.com>
 2025-07-15 18:34:21 +03:00
Tailing Yuan
4a26bd6500
Fix: pad DeepEP fp4 recv tensors if empty (#6048) 
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
 2025-07-15 23:14:01 +09:00
MinaHuai
9ebc3ab9c4
[nvbugs/5385972][nvbugs/5387423][Fix] Minor fix for llava_next/llava_onevision (#5998) 
Signed-off-by: Mina Huai <121143971+MinaHuai@users.noreply.github.com>
 2025-07-15 10:01:35 -04:00
Jaedeok Kim
ab1c54709d
fix: adjust window sizes of VSWA at torch backend (#5880) 
Signed-off-by: Jaedeok Kim <jaedeokk@nvidia.com>
 2025-07-15 17:41:54 +08:00
nv-guomingz
4e4d18826f
chore: [Breaking Change] Rename cuda_graph_config padding_enabled fie… (#6003) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-07-15 15:50:03 +09:00
Lucas Liebenwein
e499f6c44a
[Fix] check for ImportError or ModuleNotFoundError for deep_ep_utils (#6026) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-07-15 14:31:35 +09:00
Rashid Kaleem
2ea4077993
[Model load] Fix llama min-latency model load (#5883) 
Signed-off-by: Rashid Kaleem <4079439+arekay@users.noreply.github.com>
 2025-07-15 09:29:19 +08:00
ixlmar
f225f5cd2e
[nvbugs-5318143] fix: restrict PyTorch memory usage to avoid OOMs (#5964) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-07-15 06:49:42 +08:00
brb-nv
f5f5be9e94
enh: Bidirectional mask with multiple images for Gemma3 (#5976) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-14 22:39:18 +08:00
brb-nv
1a2d96919c
feat: Update Gemma3 Vision Encoder (#5973) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-14 22:38:10 +08:00
Yechan Kim
63139fdcff
feat: EXAONE4.0 support (#5696) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-07-14 22:28:10 +09:00
Zhenhuan Chen
30608a5e6d [https://nvbugs/5355316] fix: update torch.compile option to fix triton store_cubin error (#5865) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-07-14 17:17:30 +08:00
Robin Kobus
5a61d64b5b [nvbugs/5345391] fix: chunked prefill + overlap scheduling (#5761) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Pengyun Lin
388b4919b8 [nvbug 5304752][fix] enhance _check_arguments to filter illegal requests for pytorch backend (#5541) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Pengyun Lin
6992616c1f [nvbug 5004744][fix] rewrite completion API to avoid repetitive tokens (#5201) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Iman Tabrizian
c8874a7f94 [nvbug/5337601][fix] Fix disagg + speculative decoding (#5558) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
Co-authored-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Dom Brown
afaa388bee [TRTLLM-6100] fix: Nvbug 5356427: autotuned TRTLLM Gen fp8 block scale MoE illegal memory access (#5676) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
WeiHaocheng
4d8920982a
fix: set allreduce strategy to model config (#5955) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-07-14 17:59:11 +09:00
dominicshanshan
c9e7f831dc
Breaking change: perf: [TRTLLM-4662] Enable cuda graph by default (#5480) 
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-07-14 16:42:23 +08:00
wili
cfcb97af0e
[BUG5388075][fix] Fix error in post-merge-tests (#5949) 
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
 2025-07-14 14:33:39 +09:00
QI JUN
ce39409530
fix cancel request logic (#5800) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-07-14 10:23:20 +08:00
Mike Iovine
8950223f6f
[fix] Remove SpecConfig and fix thread leak issues (#5931) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-07-12 21:03:24 +09:00
Enwei Zhu
bc1d4fb5da
[NvBug 5378370] fix: Fix alltoall for llama4 (apply_router_weight_on_input=True) (#5902) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-12 15:50:31 +09:00
Thor Johnsen
041f1fa513
[TRTLLM-6264] Fix flaky test_e2e.py::test_openai_lora (#5885) 
Signed-off-by: thorjohnsen <41591019+thorjohnsen@users.noreply.github.com>
 2025-07-11 16:20:41 -07:00
2ez4bz
6304866ce8
[refactor] Move vision parts from processor to model for Gemma3 (#5888) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-11 15:13:51 -07:00
brb-nv
0385f89abc
test: Fix Gemma3 unit tests due to transformers upgrade (#5921) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-10 17:24:10 -07:00
Void
854655f2f7
deepEP fp4 post quant all2all dispatch (#5881) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2025-07-11 08:18:54 +08:00
Frank
aa4eebe973
[enhance] Add the ability to write a request timeline. (#5258) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
Signed-off-by: Frank <3429989+FrankD412@users.noreply.github.com>
 2025-07-10 17:15:30 -07:00
wili
2e3cf42e03
[refactor] Simplification of Speculative decoding configs (#5639) 
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
 2025-07-10 11:37:30 -04:00
Kaiyu Xie
7b09a415c1
fix: Make the bench serving script compatible with different usages (#5905) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-07-10 19:36:26 +08:00
Enwei Zhu
055c4a9fe6
[NvBug 5370718, 5371538] fix: Fix incremental detokenization (#5825) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-10 16:30:00 +08:00
CarstyYou
dc32f9ae73
[fix] fix tileN cannot % 16==0 & support sm89 deepgemm bmm (#5531) 
Signed-off-by: CarstyYou <186021327+CarstyYou@users.noreply.github.com>
 2025-07-10 15:16:18 +08:00
Anthony Chang
7d21b55b5a
[feat] Add TRTLLM MoE nvfp4 cubins for mid-high concurrency; attention_dp for TRTLLM MoE (#5723) 
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
 2025-07-10 14:06:50 +08:00
Yan Chunwei
07f6da763d
[TRTLLM-5530] chore: rename LLM.autotuner_enabled to enable_autotuner (#5876) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-10 11:31:35 +08:00
Hanjun Cho
6490a27ad7
[feat] Add TensorRT-Engine Qwen3 (dense) model support (#5650) 
Signed-off-by: Ubuntu <ubuntu@ip-10-0-20-146.us-west-2.compute.internal>
Signed-off-by: Hanjun Cho <46752251+gkswns0531@users.noreply.github.com>
Co-authored-by: Ubuntu <ubuntu@ip-10-0-20-146.us-west-2.compute.internal>
 2025-07-10 10:26:06 +08:00
brb-nv
3209b31665
feat: Custom masking utils for Gemma3 VLM (#5853) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-10 06:18:04 +09:00
2ez4bz
87fe44fd29
feat(models): Mistral3.1 VLM pytorch backend support (#5529) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-09 13:17:40 -07:00
Chang Liu
b61a717275
[1/N][TRTLLM-5195][feat] Share PyTorch tensor between processes (#5396) 2025-07-10 05:12:53 +09:00
Wanli Jiang
3f7cedec7c
Update transformers to 4.53.0 (#5747) 
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-09 09:32:24 -07:00
DylanChen-NV
74dca0aa7b
[NVBUG-5304516/5319741]Qwen2.5VL FP8 support (#5029) 
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
 2025-07-09 23:16:42 +08:00
tomeras91
5aa958a11a
[TRTLLM-5838][fix] fix max batch size and max tokens in kv cache estimations for Nemotron-H (#5371) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-07-09 11:30:15 +03:00
Dom Brown
3e3b1769ad
[TRTLLM-5881] feat: Integrate TRT-LLM Gen FP4 block scale MoE with Pytorch workflow kernel autotuner (#5764) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-07-09 08:21:58 +01:00
dongxuy04
dd3c736c7e
chore: some refactor on WideEP (#5727) 
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
 2025-07-09 14:26:57 +08:00
chenfeiz0326
64fd64fcf2
[TRTLLM-6262] Fix Llama4 Scout FP4 crash issue (#5834) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-07-09 14:23:21 +08:00
Chang Liu
4df5f96c8d
[Bugfix] LLama4: fix for llama4 multimodal support (#5809) 2025-07-09 13:03:40 +09:00
Xianjie Qiao
5ab1cf5ae6
Remove unnecessary benchmarking results (#5852) 
Signed-off-by: Xianjie <5410381+qiaoxj07@users.noreply.github.com>
 2025-07-09 11:19:06 +08:00