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961 Commits

Author SHA1 Message Date
Pengyun Lin
48ddc3d4b9 [fix]: Revert commit 388b491 (#6143) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-22 12:48:00 +08:00
Yi Zhang
eb7d0f84b5 [nvbugs/5368410][fix] Disable moe allreduce for multi node (#5918) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
 2025-07-22 12:48:00 +08:00
Fanrong Li
c66941036f fix: fix index out of bounds error in spec decoding (#5954) 2025-07-22 12:48:00 +08:00
Shunkangz
ee45e0c63f
feat: Refactor the fetching request logic (#5786) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-07-22 09:16:28 +08:00
Chang Liu
7381f1dba7
[TRTLLM-5059][feat] Add KV cache reuse support for multimodal models (#5444) 
Only supports qwen in this PR
 2025-07-21 16:11:58 -07:00
Ziyi Xiong
d7f0b0ab68
[fix] Correct the returned value of has_spec_drafter (#6178) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-07-21 11:38:59 -04:00
Pengyun Lin
9832bef07d
[BREAKING CHANGE]: change default backend to PyTorch in trtllm-serve (#5717) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-21 21:09:43 +08:00
liji-nv
3e0fb60e50
[TRTLLM-4279] feat: Multistream initial support for torch compile flow (#5847) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-07-21 19:10:22 +08:00
Linda
3efad2e58c
feat: nanobind bindings (#6185) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-21 08:56:57 +01:00
Yuening Li
e8c068b4b1
[TRTLLM-5863][feat] Support Weight-Only-Quantization in PyTorch Workflow (#5850) 
Signed-off-by: Yuening Li <62227368+yueningl@users.noreply.github.com>
Co-authored-by: Yuening Li <62227368+yueningl@users.noreply.github.com>
 2025-07-21 15:17:35 +08:00
Jinyang Yuan
88076eecd0
[fix] Fix can_use_alltoall in fused_moe_wide_ep.py (#6173) 
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
 2025-07-21 10:53:07 +08:00
brb-nv
ca9bc5727e
fix: Flush stale PlanParams with custom attention mask (#6163) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-21 09:55:09 +08:00
brb-nv
a433ebad2b
enh: Lift expectation of single image per sample in Gemma3 VLM (#6195) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-21 08:43:07 +08:00
danielafrimi
5300a99bd8
W4A8 GEMM (#6005) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
 2025-07-20 17:34:57 +03:00
amitz-nv
98428f330e
[TRTLLM-5826][feat] Support pytorch LoRA adapter eviction (#5616) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-07-20 08:00:14 +03:00
Void
118307c224
DeepEP LL support variable hidden size and tokens num (#6141) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2025-07-20 09:32:41 +08:00
Pengyun Lin
69e9f6d489
[fix]: Skip prompt length checking for generation only requests (#6146) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-19 21:26:37 +08:00
Ziyi Xiong
66030ef815
[TRTLLM-6452][feat]: Two-model engine KV cache reuse support (#6133) 
Signed-off-by: ziyixiong-nv <fxiong@nvidia.com>
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-07-19 13:17:15 +08:00
Rashid Kaleem
152e2df43b
[Disaggregated] Add retry knobs and handling (#5808) 
Signed-off-by: Rashid Kaleem <4079439+arekay@users.noreply.github.com>
Signed-off-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
 2025-07-19 07:27:59 +08:00
John Calderon
fc8b29c4ff
[Issue 5927][fix] Avoid memory calls during broadcast for single GPU (#6010) 
Signed-off-by: John Calderon <johncalesp@gmail.com>
 2025-07-18 14:21:03 -07:00
Netanel Haber
d9a3530048
[nvbug/5393888][nvbug/5393042] Always use py_seq_slot (#6147) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2025-07-18 22:45:16 +03:00
Stefan Niebler
6d7874a467
[nvbugs/5369799] fix: Update disaggregation handling in sampler (#5762) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-19 01:40:46 +08:00
xiaoqi
28858c8711
feat(eagle3):support qwen3 dense model (#5879) 
Signed-off-by: xq25478 <xq25478@qq.com>
 2025-07-19 01:24:32 +08:00
Bo Li
07e8813984
feat: Remove padding in attention DP. (#6064) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-07-18 23:30:34 +08:00
Stefan Niebler
fd6ce7f20e
[ci] Speedup beam search unit tests with fixtures for LLM (#5843) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-18 22:54:49 +08:00
Erin
9522cde464
fix: NVBug 5385576 py_batch_idx issue (#6153) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-07-18 22:36:43 +08:00
Robin Kobus
ec2b953e7e
refactor: Enhanced handling of decoder requests and logits within the batch manager (#6055) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-18 12:12:08 +02:00
Aurelien Chartier
812243bdd6
feat: add support for Modelopt fp8_pb_wo quantization scheme (#6106) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
 2025-07-18 10:35:12 +08:00
Zhenhuan Chen
992b273045
[https://nvbugs/5387375] fix(scaffolding): fix scaffolding aime test in test_e2e (#6140) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-07-18 10:34:37 +08:00
yifeizhang-c
0155e7a3a1
[TRTLLM-6368] Update deepep dispatch API (#6037) 
Signed-off-by: Yifei Zhang <219273404+yifeizhang-c@users.noreply.github.com>
 2025-07-18 10:13:31 +08:00
Iman Tabrizian
b75e53ab69
Revert "feat: nanobind bindings (#5961)" (#6160) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-18 10:12:54 +08:00
qixiang-99
2c90203c36
Refactor KVCacheManager: Simplify token availability calculation and … (#6134) 
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
 2025-07-17 13:33:33 -07:00
Frank
161490f039
[fix] Fixes KV Cache overrides in trtllm-bench (#6103) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
 2025-07-18 03:44:44 +08:00
2ez4bz
8480c120b1
[fix] Fix Mistral3VLM weight-loading & enable in pre-merge (#6105) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-17 11:04:17 -07:00
Iman Tabrizian
10dbf4f0f4
[fix] Remove duplicated KVCache transmission check (#6022) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-17 12:02:19 -04:00
Linda
5bff317abf
feat: nanobind bindings (#5961) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-17 22:42:52 +08:00
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
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
brb-nv
2bd09ed2d4
fix: Skip rope scaling for local layers in Gemma3 VLM (#5857) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-09 10:10:33 +08:00
Omer Ullman Argov
d6d2ab2c99
[fix] Catch inference failures in trtllm-bench (#5841) 
Signed-off-by: Omer Ullman Argov <118735753+omera-nv@users.noreply.github.com>
 2025-07-09 03:53:03 +03:00
Iman Tabrizian
c508b994b6
Fix lost requests for disaggregated serving (#5815) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-09 08:42:45 +09:00
Kaiyu Xie
bb5b16fcb9
feat: Return context response immediately when stream_interval > 1 (#5836) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-07-09 00:19:57 +09:00
Raayan Dhar
e3268a4221
[TRTLLM-5847][feat] Support n-gram speculative decoding with disagg (#5732) 
Signed-off-by: raayandhar <rdhar@nvidia.com>
 2025-07-08 09:39:58 -04:00
Yukun He
e104f8bbb5
[5305318] fix: Fix the accuracy issue when reduce_fusion is enabled for GEMMA model. (#5801) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-07-08 19:51:05 +08:00
Yegor
b01d1c28f7
[feat] Detokenize option in /v1/completions request (#5382) 
Signed-off-by: Yegor <75512761+Wokzy@users.noreply.github.com>
Signed-off-by: Yegor Yershov <yegor6741@gmail.com>
 2025-07-08 19:36:04 +08:00
xiweny
eaf8bec88b
fix: Disaggregate serving with attention DP (#4993) 
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
 2025-07-08 16:15:03 +08:00
Yiqing Yan
5203a0f6df
chore: bump version to 1.0.0rc3 (#5819) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-07-08 16:04:40 +09:00
Zhenhuan Chen
dee6644ed9
feat(scaffolding): add streaming scaffolding_llm.generate_async support (#5345) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-07-08 15:08:40 +09:00
nv-guomingz
0be41b6524
Revert "chore: [Breaking Change] Rename cuda_graph_config padding_enabled fie…" (#5818) 2025-07-08 13:15:30 +09:00
Yechan Kim
5bc3a15f10
feat: add MultimodalParams & putting all multimodal params into it and refactor HyperCLOVAX & Qwen2/2.5-VL (#5522) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-07-07 18:03:12 -07:00
nv-guomingz
5a8173c121
chore: [Breaking Change] Rename cuda_graph_config padding_enabled fie… (#5795) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-07-08 08:52:36 +08:00
Robin Kobus
30a19fcf7c
[TRTLLM-6291] feat: Add user-provided speculative decoding support (#5204) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-07 16:30:43 +02:00
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
Daniel Cámpora
1260e2f33f
feat: Optimize TRTLLM Sampler perf single beam single step (#5550) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-07-07 15:44:47 +02:00
DylanChen-NV
5ca2b9bb15
[TRTLLM-5812][feat] support FP8 row-wise dense GEMM in torch flow (#5615) 
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
 2025-07-07 18:04:57 +08:00
Yan Chunwei
dfce61f4b9
[TRTLLM-5530][BREAKING CHANGE] refactor: LLM arglist rename mixed_sampler to enable_mixed_sampler (#5751) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-07 17:05:14 +08:00
Zheng Duan
de10774c2e
chore: log stack trace on error in openai server (#5749) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-07-07 14:54:36 +08:00
Daniel Stokes
ec6c7dff1a
feat: Add support for MXFP8xMXFP4 in pytorch (#5535) 
Signed-off-by: Daniel Stokes <40156487+djns99@users.noreply.github.com>
 2025-07-06 15:32:06 -07:00
Robin Kobus
ae27261094
refactor: decoding inputs (#5679) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-06 08:21:02 +02:00
Xianjie Qiao
b1976c2add
Add wide-ep benchmarking scripts (#5760) 
Signed-off-by: Xianjie <5410381+qiaoxj07@users.noreply.github.com>
Signed-off-by: Xianjie Qiao <5410381+qiaoxj07@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2025-07-05 19:29:39 +08:00
Xianjie Qiao
089fd55eda
Add dummy all_reduce for kernel breakdown (#5745) 
Signed-off-by: Xianjie <5410381+qiaoxj07@users.noreply.github.com>
 2025-07-05 13:08:58 +09:00
Frank
d61893dc77
[fix] Update to properly set cuda graphs in trtllm-bench overrides. (#5634) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
 2025-07-05 05:19:16 +09:00
Stefan Niebler
d1112aac37
[TRTLLM-3442] feat: added beam search support to the PyTorch Workflow (#5333) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-05 01:35:13 +09:00
HuiGao-NV
3ed3bbcb5d
Fix: pass allreduce strategy to pytorchConfig (#5746) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-07-04 21:32:13 +09:00
Shunkangz
32339d1b20
Raise shut down error for each request (#4936) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-07-04 18:58:24 +09:00
Tailing Yuan
e134a52e07
Perf: reduce DeepEPLowLatency memory and time (#5712) 
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
 2025-07-04 14:46:28 +08:00
Shunkangz
a79d8c9f5e
Fix none response in PD (#5422) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-07-04 14:25:10 +08:00
brb-nv
cdaa6abce7 fix: Investigate Gemma3 1B decoder output discrepancy (#5564) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-04 13:14:13 +08:00
Frank
819ae903de [https://nvbugspro.nvidia.com/bug/5351333][fix] Update to chunking calculation. (#5625) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
 2025-07-04 13:14:13 +08:00
Clay
7a319524da
feat: support more parameters in openai worker of scaffolding (#5115) 
Signed-off-by: Clay <ccs96307@gmail.com>
 2025-07-04 09:35:34 +08:00
Lucas Liebenwein
24ac9b5f69
[AutoDeploy] merge feat/ad-2025-06-29 (#5737) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Neta Zmora <nzmora@nvidia.com>
Co-authored-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-07-04 10:21:18 +09:00
Netanel Haber
aa72d39b72
MTP and derivatives: Align sample state with trtllm sampler sample state (#5675) 
This PR moves MTPSampler and derivatives to use the universal seq_slot indexing for sampling.
This is the last piece of the puzzle: After this, all of the samplers will use this format.
See: 6ee94c7
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
 2025-07-03 19:55:48 +02:00
Zhenhuan Chen
528ff52ef4
[https://nvbugs/5365714] fix(scaffolding): use default LLM rather than trt backend LLM (#5705) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-07-03 23:54:20 +09:00
Rashid Kaleem
2b0c87e613
[ModelLoad] Concurrent load model (#5291) 
Signed-off-by: Rashid K <rkaleem@nvidia.com>
Co-authored-by: Zhihan Jiang <68881590+nvzhihanj@users.noreply.github.com>
 2025-07-03 22:18:04 +08:00
nv-guomingz
8dad22cbe7
chore: refine the default value by using pydantic default instead of … (#5695) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-07-03 22:41:29 +09:00
tomeras91
7dbecf7272
[TRTLLM-4923][feat] Enable CUDA graphs for Nemotron-H (#5646) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-07-03 11:07:51 +03:00
Yiqing Yan
3c9dd5cd66
chore: bump version to 1.0.0rc2 (#5645) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-07-03 12:35:28 +08:00
Enwei Zhu
3a46cf275b
fix: Fix missing arg to alltoall_prepare_maybe_dispatch (#5669) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-02 21:41:55 -04:00
Jhao-Ting Chen
77082cde38
[https://nvbugspro.nvidia.com/bug/5329655] [feat] Pytorch path add spec dec param to attention op (#5146) 
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
 2025-07-02 04:54:43 -04:00
qixiang-99
ca7b6ec8d8
Feat/pytorch vswa kvcachemanager (#5151) 
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
 2025-07-02 15:58:00 +08:00
Yan Chunwei
2d69b55fe8
chore: enhance yaml loading arbitrary options in LlmArgs (#5610) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-02 14:21:37 +08:00
HuiGao-NV
10c50515c2
fix: Add back allreduce_strategy parameter into TorchLlmArgs (#5637) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-07-02 09:49:20 +08:00
Perkz Zheng
ba2ab5098b
[Bug] attention DP doesn't work with embedding TP (#5642) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-07-02 08:57:46 +08:00
Aurelien Chartier
efef911f5e
fix: add missing self. from PR #5346 (#5653) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-07-01 20:38:55 -04:00
Aurelien Chartier
fa95e402a5
feat: add LLmArgs option to force using dynamic quantization (#5346) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-07-01 12:16:09 -07:00
liji-nv
c345f5876c
[feat] Support torch compile for attention dp (#5086) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-07-01 13:48:52 -04:00
Kaiyu Xie
f9a455651b
perf: Use tokenizers API to optimize incremental detokenization perf (#5574) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-07-01 09:35:25 -04:00
Anurag Mukkara
93edfea2b8 [nvbug/5354825] Fix nougat test image url (#5496) 
Signed-off-by: Anurag Mukkara <134339030+amukkara@users.noreply.github.com>
 2025-07-01 20:12:55 +08:00