qianbiao
5c2f0fd03d
[None] [feat] Add Tencent HunYuanMoEV1 model support ( #5521 )
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Signed-off-by: sorenwu <sorenwu@tencent.com>
Co-authored-by: sorenwu <sorenwu@tencent.com>
Co-authored-by: bhsueh_NV <11360707+byshiue@users.noreply.github.com>
2025-08-15 06:56:44 +08:00
Tin-Yin Lai
6c52bb07ff
[ https://nvbugs/5302040 ][feat] Add whisper support (Bert Attention on SM100 and GPTAttention for cross attention on SM100) ( #5527 )
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Signed-off-by: tinyinl <tinyinl@nvidia.com>
2025-08-13 11:19:13 -07:00
Iman Tabrizian
82276167e6
[None][feat] Add NCCL Symmetric Integration for All Reduce ( #4500 )
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Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-08-07 17:28:14 -07:00
Wanli Jiang
9632dba02e
feat: TRTLLM-6450 update long rope for phi3.5/phi4-mini/phi4-mm ( #6353 )
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Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
2025-07-30 09:20:16 -07:00
Wanli Jiang
2d2b8bae32
feat: TRTLLM-5574 Add phi-4-multimodal pytorch-backend support ( #5644 )
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Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
2025-07-17 06:30:58 +08:00
yunruis
b99c5ce8c1
Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL ( #4560 )
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Signed-off-by: yunruis <yunruis@nvidia.com>
Signed-off-by: kduan <176893526+Kefeng-Duan@users.noreply.github.com>
Signed-off-by: Kefeng-Duan <176893526+Kefeng-Duan@users.noreply.github.com>
Co-authored-by: kduan <176893526+Kefeng-Duan@users.noreply.github.com>
2025-06-14 17:36:22 +08:00
brb-nv
8cfb567182
fix: Updates to yarn implementation ( #5105 )
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Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-06-12 20:45:34 +08:00
HuiGao-NV
43192379af
Use backend to replace macro to control enablement of MNNVL all reduce ( #4635 )
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Signed-off-by: Hui Gao <huig@nvidia.com>
2025-06-12 11:22:49 +08:00
Zongfei Jing
6d1f2d0fd7
[TRTLLM-3927] [feat] Finalize + Allreduce + add + rmsnorm fusion ( #4756 )
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Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-06-10 19:55:16 +08:00
kanghui0204
6f3922f318
feat: Low Precision Allreduce for PCIe based GPU ( #4344 )
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This PR adds a customized allreduce to TensorRT-LLM. The new allreduce is used for communication on PCIe-based GPUs via low-precision quantization, which can accelerate the PCIe allreduce process.
Signed-off-by: Hui Kang <hkang@nvidia.com>
Co-authored-by: Hui Kang <hkang@nvidia.com>
2025-05-20 06:53:46 +08:00
yuxianq
0e87fcc228
refactor: use x is None instead of x == None. ( #4244 )
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Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-05-15 20:00:04 +08:00
Zeyu WANG
2681b26e48
[TRTLLM-2795] feat: Add yarn support for other models in trt-flow ( #3840 )
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Add yarn support for general models(e.g. llama, qwen) other than deepseek in trt-flow.
Signed-off-by: Zeyu Wang <zeyuw@nvidia.com>
2025-05-15 11:03:57 +08:00
QI JUN
498ce8a056
Revert "feat: Low Precision Allreduce for PCIe based GPU" ( #4340 )
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Revert "feat: Low Precision Allreduce for PCIe based GPU (#3851 )"
This reverts commit 5e634dd1bd
2025-05-15 09:52:39 +08:00
kanghui0204
5e634dd1bd
feat: Low Precision Allreduce for PCIe based GPU ( #3851 )
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This PR adds a customized allreduce to TensorRT-LLM. The new allreduce is used for communication on PCIe-based GPUs via low-precision quantization, which can accelerate the PCIe allreduce process.
Signed-off-by: Hui Kang <hkang@nvidia.com>
Co-authored-by: Hui Kang <hkang@nvidia.com>
2025-05-14 16:45:43 +08:00
forrestl
9477661f4c
Support RingAttention in the BertAttention plugin and the DiT model ( #3661 )
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support ring attn for bert_attention plugin and dit model
Signed-off-by: ChunhuanLin <lch_xdu@163.com>
2025-05-09 08:06:54 +08:00
Yukun He
0ae7017342
Unify two versions of AllReduce custom op ( #3032 )
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* Rewrite unit test for unified allreduce op. Removing the legacy unit test.
* Revise formats, fusion_op bindings. Put all tensors as optional inputs.
* Move the MoeAllreduceOp to a separate custom op.
* Move all the fusion patterns to the new version of the AllReduce fusion kernel. Remove the AllReduce strategy config. Revise the AllReduce strategies and fusion pattern definitions.
* Add more TODOs, fixing minor bugs, and remove legacy code.
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
2025-04-22 21:58:42 +08:00
yuxianq
9d64b6b890
Cache sin cos in model instead of global LRU cache. ( #3378 )
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Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-04-14 11:19:09 +08:00
Zongfei Jing
c7548ad72c
perf: Add optimizations for deepseek in min latency mode ( #3093 )
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* Add optimizations for deepseek min latency
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
* Fix compile error
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
* Update internal cutlass kernel libs
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
* Format code
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
* Resolve conflicts
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
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Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-04-02 09:05:24 +08:00
DylanChen-NV
1ac0566a93
fix: fix for cp > kvHeadNum ( #3002 )
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* fix for cp > kvHeadNum
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
* fix for None kv_head_num
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
---------
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
2025-03-26 12:39:02 +08:00
Kaiyu Xie
2631f21089
Update ( #2978 )
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Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-03-23 16:39:35 +08:00
Kaiyu Xie
9b931c0f63
Update TensorRT-LLM ( #2873 )
2025-03-11 21:13:42 +08:00
Kaiyu Xie
77d7fe1eb2
Update TensorRT-LLM ( #2849 )
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* Update TensorRT-LLM
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Co-authored-by: aotman <chenhangatm@gmail.com>
2025-03-04 18:44:00 +08:00
Kaiyu Xie
ab5b19e027
Update TensorRT-LLM ( #2820 )
2025-02-25 21:21:49 +08:00
Kaiyu Xie
2ea17cdad2
Update TensorRT-LLM ( #2792 )
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* Update TensorRT-LLM
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Co-authored-by: jlee <jungmoolee@clika.io>
2025-02-18 21:27:39 +08:00
Kaiyu Xie
e88da961c5
Update TensorRT-LLM ( #2783 )
2025-02-13 18:40:22 +08:00
Dan Blanaru
16d2467ea8
Update TensorRT-LLM ( #2755 )
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* Update TensorRT-LLM
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Co-authored-by: Denis Kayshev <topenkoff@gmail.com>
Co-authored-by: akhoroshev <arthoroshev@gmail.com>
Co-authored-by: Patrick Reiter Horn <patrick.horn@gmail.com>
Update
2025-02-11 03:01:00 +00:00
Kaiyu Xie
be17881062
Update TensorRT-LLM ( #2582 )
2024-12-16 21:50:47 -08:00
Kaiyu Xie
aaacc9bd68
Update TensorRT-LLM ( #2562 )
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* Update TensorRT-LLM
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Co-authored-by: Starrick Liu <73152103+StarrickLiu@users.noreply.github.com>
2024-12-11 00:31:05 -08:00
石晓伟
548b5b7310
Update TensorRT-LLM ( #2532 )
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* blossom-ci.yml: run vulnerability scan on blossom
* open source efb18c1256f8c9c3d47b7d0c740b83e5d5ebe0ec
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Co-authored-by: niukuo <6831097+niukuo@users.noreply.github.com>
Co-authored-by: pei0033 <59505847+pei0033@users.noreply.github.com>
Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2024-12-04 21:16:56 +08:00
Kaiyu Xie
385626572d
Update TensorRT-LLM ( #2502 )
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* Update TensorRT-LLM
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Co-authored-by: 岑灿 <yunyi.hyy@alibaba-inc.com>
2024-11-26 16:51:34 +08:00
Kaiyu Xie
535c9cc673
Update TensorRT-LLM ( #2460 )
2024-11-19 18:30:34 +08:00
Kaiyu Xie
c629546ce4
Update TensorRT-LLM ( #2436 )
2024-11-12 15:27:49 +08:00
Kaiyu Xie
b7868dd1bd
Update TensorRT-LLM ( #2413 )
2024-11-05 16:27:06 +08:00
Kaiyu Xie
f14d1d433c
Update TensorRT-LLM ( #2389 )
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* Update TensorRT-LLM
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Co-authored-by: Alessio Netti <netti.alessio@gmail.com>
2024-10-29 22:24:38 +08:00
Kaiyu Xie
1730a587d8
Update TensorRT-LLM ( #2363 )
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* Update TensorRT-LLM
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Co-authored-by: tonylek <137782967+tonylek@users.noreply.github.com>
2024-10-22 20:27:35 +08:00
Kaiyu Xie
75057cd036
Update TensorRT-LLM ( #2333 )
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* Update TensorRT-LLM
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Co-authored-by: Puneesh Khanna <puneesh.khanna@tii.ae>
Co-authored-by: Ethan Zhang <26497102+ethnzhng@users.noreply.github.com>
2024-10-15 15:28:40 +08:00
Kaiyu Xie
8681b3a4c0
open source 4dbf696ae9b74a26829d120b67ab8443d70c8e58 ( #2297 )
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* Update TensorRT-LLM
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Co-authored-by: Bhuvanesh Sridharan <bhuvanesh.sridharan@sprinklr.com>
Co-authored-by: Qingquan Song <ustcsqq@gmail.com>
2024-10-08 12:19:19 +02:00
Dan Blanaru
48686bca3a
open source 7f370deb0090d885d7518c2b146399ba3933c004 ( #2273 )
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* Update TensorRT-LLM
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Co-authored-by: Qingquan Song <ustcsqq@gmail.com>
2024-09-30 13:51:19 +02:00
Kaiyu Xie
e153372759
Update TensorRT-LLM ( #2253 )
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* Update TensorRT-LLM
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Co-authored-by: Ivan Sorokin <isorokin@nvidia.com>
Co-authored-by: lkm2835 <lkm2835@gmail.com>
2024-09-24 17:27:31 +02:00
Kaiyu Xie
31ac30e928
Update TensorRT-LLM ( #2215 )
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* Update TensorRT-LLM
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Co-authored-by: Sherlock Xu <65327072+Sherlock113@users.noreply.github.com>
2024-09-10 18:21:22 +08:00
Kaiyu Xie
78f5c2936b
Update TensorRT-LLM ( #2184 )
2024-09-03 12:14:23 +02:00
石晓伟
32ed92e449
Update TensorRT-LLM
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Co-authored-by: Rong Zhou <130957722+ReginaZh@users.noreply.github.com>
Co-authored-by: Onur Galoglu <33498883+ogaloglu@users.noreply.github.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
2024-08-20 18:55:15 +08:00
Kaiyu Xie
74b324f667
Update TensorRT-LLM ( #2110 )
2024-08-13 22:34:33 +08:00
Kaiyu Xie
be9cd719f7
Update TensorRT-LLM ( #2094 )
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* Update TensorRT-LLM
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Co-authored-by: akhoroshev <arthoroshev@gmail.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
Co-authored-by: Tayef Shah <tayefshah@gmail.com>
Co-authored-by: lfz941 <linfanzai941@gmail.com>
2024-08-07 16:44:43 +08:00
Kaiyu Xie
a681853d38
Update TensorRT-LLM ( #2053 )
2024-07-30 21:25:01 +08:00
Kaiyu Xie
93293aa46d
open source 315e9f5ccd286e906d4c0d402fefbf2f69a1febe ( #2033 )
2024-07-26 16:19:24 +08:00
Kaiyu Xie
5fa9436e17
Update TensorRT-LLM ( #2016 )
2024-07-24 19:50:28 +08:00
Kaiyu Xie
bca9a33b02
Update TensorRT-LLM ( #2008 )
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* Update TensorRT-LLM
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Co-authored-by: Timur Abishev <abishev.timur@gmail.com>
Co-authored-by: MahmoudAshraf97 <hassouna97.ma@gmail.com>
Co-authored-by: Saeyoon Oh <saeyoon.oh@furiosa.ai>
Co-authored-by: hattizai <hattizai@gmail.com>
2024-07-23 23:05:09 +08:00
Kaiyu Xie
2d234357c6
Update TensorRT-LLM ( #1954 )
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* Update TensorRT-LLM
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Co-authored-by: Altair-Alpha <62340011+Altair-Alpha@users.noreply.github.com>
2024-07-16 15:30:25 +08:00
Kaiyu Xie
a96cccafcf
Update TensorRT-LLM ( #1918 )
2024-07-09 14:42:22 +08:00
