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58d22a72f1
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825 Commits

Author SHA1 Message Date
Ziyi Xiong
58d22a72f1
[TRTLLM-6352][feat] Migrate EAGLE3 and draft/target speculation to Drafter (#6007) 
Signed-off-by: ziyixiong-nv <fxiong@nvidia.com>
 2025-07-17 21:15:01 +08:00
Enwei Zhu
21efb50068
[TRTLLM-6406] feat: Enable guided decoding with overlap scheduler (#6000) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-17 17:46:10 +08:00
Chuang Zhu
44c70c88f9
chore:[BREAKING CHANGE] use cacheTransceiverConfig as knobs for disagg service (#5234) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-07-17 17:42:07 +08:00
Iman Tabrizian
d4d21a106e
[fix] Release slots with spec decode + disagg (#5975) (#6032) 
Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>
Signed-off-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-17 12:58:18 +08:00
Shiyu Li
6e1aee6fd6
[fix] Performance Optimization for MNNVL TwoShot Kernel (#5934) 
Signed-off-by: Shiyu Li <shili@nvidia.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-07-17 10:49:51 +08:00
chenfeiz0326
fe070a0168
test: Update Llama4 Scout FP4 & FP8 accuracy tests (#5901) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-07-17 09:41:18 +08:00
Wanli Jiang
2d2b8bae32
feat: TRTLLM-5574 Add phi-4-multimodal pytorch-backend support (#5644) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-17 06:30:58 +08:00
qixiang-99
e09e409dfb
Fix: Enhance ModelConfig for kv cache size calculations (#5868) 
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
 2025-07-16 14:41:31 -07:00
Mike Iovine
fa34cb7234
[refactor] Clean up drafter/resource manager creation logic (#5805) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-07-16 12:45:46 -07:00
shaharmor98
e0836f9ca9
[TRTLLM-5493] Add core infrastructure to enable loading of custom checkpoint formats (#5372) 
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
 2025-07-17 00:50:30 +08:00
Wanli Jiang
9354114f68
fix: Update trtllm args issues with extra nested config (#5996) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-16 12:41:45 -04:00
Bo Li
fc2347eaf5
chore: Cleanup disable_fp4_allgather. (#6006) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-07-16 17:54:36 +08:00
Yan Chunwei
a02606a9e2
[TRTLLM-5530][BREAKING CHANGE] refactor: unify KvCacheConfig in LLM class for pytorch backend (#5752) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-16 16:42:59 +08:00
Yan Chunwei
7568deb2f1
[nvbug/5387226] chore: add propogation for trust_remote_code to AutoConfig (#6001) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-16 16:05:38 +08:00
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