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3f7cedec7c
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253 Commits

Author SHA1 Message Date
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Wanli Jiang
3789ba1d37 feat: TRTLLM-5941 Upgrade xgrammar to 0.1.18 (#5364) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-01 20:12:55 +08:00
Netanel Haber
6ee94c7ac8
Reintroduce with perf fixes: feature: unify new_tokens format sample state to trtllm samper tokens format (#5513) 
58a8a8f - these changes were previously merged to main here.
6aef149 - the changes were temporarily reverted in main, due to a significant perf regression in models using the TorchSampler (observed by @byshiue).
This PR is meant to re-merge these changes along with a fix to prevent the regression.

The first commit of this PR is actually just the reverted revert - filter it out of the changes to see previously unmerged changes.

Signed-off-by: Netanel Haber <nhaber@nvidia.com>
 2025-06-30 11:58:59 -07:00
Robin Kobus
9bdc5951f8
refactor: decoder state setup (#5093) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-30 11:09:43 +02:00
Robin Kobus
a8141a4513
refactor: Speculative decoding buffers part 2 (#5316) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-27 17:41:48 +02:00
Aurelien Chartier
833c0dea4a
[TRTLLM-6104] feat: add request_perf_metrics to LLMAPI (#5497) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-06-27 17:03:05 +02:00
wili
56cdfe5c6c
[TRTLLM-5000][feat] NGrams V2 (#4569) 
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
 2025-06-27 23:00:17 +08:00
Daniel Cámpora
73b8a95049
feat: Use inference mode in update_requests to improve perf of TRTLLM Sampler (#5538) 2025-06-27 18:40:53 +08:00
jmydurant
8836990bde
[TRTLLM-3602][feat] support nvfp4 model and fp8 kv cache for MLA chunked prefill (Blackwell) (#5475) 
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
 2025-06-26 22:18:08 +08:00
Robin Kobus
8dfa31c71d
refactor: remove batch_manager::KvCacheConfig and use executor::KvCacheConfig instead (#5384) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-26 19:45:52 +08:00
Netanel Haber
6aef14943c
Revert "feature: unify new_tokens format sample state to trtllm samper new_tokens format (#4401)" (#5474) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2025-06-25 20:56:04 -07:00
jmydurant
578dbc8d9a
feat: chunked prefill for MLA (Blackwell) (#4651) 
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
 2025-06-26 09:01:00 +08:00
Xianjie Qiao
1e4fa13d33
Add sleep function for disagg gen-only benchmarking (#5398) 
Signed-off-by: Xianjie <5410381+qiaoxj07@users.noreply.github.com>
 2025-06-26 07:32:16 +08:00
Mike Iovine
5bc8c894f7
[chore] Disable block reuse when draft model speculation is being used (#5448) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-06-26 03:51:20 +08:00
Daniel Cámpora
205c97a4ae
[TRTLLM-5974][feat] Support disaggregated serving in TRTLLM Sampler (#5328) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2025-06-25 17:41:36 +02:00
Enwei Zhu
fc7a81ceb0
test: Add LLGuidance test and refine guided decoding (#5348) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-06-25 14:12:56 +08:00
QI JUN
d93a5e04b5
Chore: remove unused variables (#5314) 
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-06-24 22:27:32 +08:00
Robin Kobus
e2a8cbc80b
refactor: manage cache indirection in decoder state (#5315) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-24 09:15:59 +02:00
HuiGao-NV
e16c1bef6e
[fix] Add 1 and draft_token_num to seq_len when overlap scheduling is enabled during memory estimation (#5343) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-06-24 11:43:43 +08:00
Netanel Haber
58a8a8fd37
feature: unify new_tokens format sample state to trtllm sampler new_tokens format (#4401) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2025-06-23 10:38:37 -07:00
Kaiyu Xie
7246fd75d1
feat: Support stream_interval (#5284) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-06-19 21:57:10 +08:00
jellysnack
0623ffe3bc
feat: Add LLGuidance Support for PyTorch Backend (#5214) 
Signed-off-by: jellysnack <oleg.jellysnack@gmail.com>
Signed-off-by: jellysnack <158609015+jellysnack@users.noreply.github.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-06-18 19:33:34 +08:00
Robin Kobus
38547b92f3
refactor: Introduce ResourceManagerType enum for resource management (#5246) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-18 09:55:59 +02:00
QI JUN
855036d8ee
update LlmRequest.is_dummy property (#5283) 
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-06-18 10:52:13 +08:00
Robin Kobus
627062c265
refactor: Update decoder buffer and logits management (#4450) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-18 08:10:32 +08:00
Mike Iovine
9bf69c9fdb
[chore] Remove BaseDraftTokenManager (#5251) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-06-17 11:57:52 -04:00
QI JUN
f899c4d294
Re-implement LlmResponse in Python to reduce host overhead of pybind (#5224) 
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-06-17 21:28:09 +08:00
liji-nv
13eef642e6
[feat] Piecewise cuda graph support for MLA (#4467) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-06-17 18:58:38 +08:00