Commit Graph

28 Commits

Author SHA1 Message Date
Anish Shanbhag
15de45d782
[TRTLLM-8682][chore] Remove auto_parallel module (#8329)
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
2025-10-22 20:53:08 -04:00
mpikulski
93a4b7f1b6
[None][chore] update torch_dtype -> dtype in 'transformers' (#8263)
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
2025-10-15 17:09:30 +09:00
Guoming Zhang
202bed4574 [None][chroe] Rename TensorRT-LLM to TensorRT LLM for source code. (#7851)
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
2025-09-25 21:02:35 +08:00
xiweny
c076a02b38
[TRTLLM-4629] [feat] Add support of CUDA13 and sm103 devices (#7568)
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
Signed-off-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
Signed-off-by: Daniel Stokes <dastokes@nvidia.com>
Signed-off-by: Zhanrui Sun <zhanruis@nvidia.com>
Signed-off-by: Xiwen Yu <xiweny@nvidia.com>
Signed-off-by: Jiagan Cheng <jiaganc@nvidia.com>
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Bo Deng <deemod@nvidia.com>
Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
Signed-off-by: xiweny <13230610+VALLIS-NERIA@users.noreply.github.com>
Co-authored-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
Co-authored-by: Daniel Stokes <dastokes@nvidia.com>
Co-authored-by: Zhanrui Sun <zhanruis@nvidia.com>
Co-authored-by: Jiagan Cheng <jiaganc@nvidia.com>
Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Bo Deng <deemod@nvidia.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
2025-09-16 09:56:18 +08:00
sychen52
98a1bffb7c
[OMNIML-2336][feat] Add NVFP4 x FP8 (#6809)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2025-09-04 09:03:38 -07:00
Emma Qiao
15ec2b855d
[None][infra] Waive failed tests on main branch 08/29 (#7370)
Signed-off-by: qqiao <qqiao@nvidia.com>
2025-08-29 10:28:20 -04:00
Yuening Li
1f8ae2b2db
[TRTLLM-5863][feat] Support MoE INT8 Weight-Only-Quantization in PyTorch Workflow (#6629)
Signed-off-by: Yuening Li <62227368+yueningl@users.noreply.github.com>
2025-08-15 17:15:49 -04:00
Emma Qiao
ee19ca5e58
[None][infra] Waive test main 0808 (#6751)
Signed-off-by: qqiao <qqiao@nvidia.com>
2025-08-09 23:54:07 -04:00
Haohang Huang
980929e1a9
[https://nvbugs/5410687][fix] Hopper w4a8 groupwise MoE interleave (#6708)
Signed-off-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
2025-08-07 15:30:16 -07:00
Yuan Tong
db8dc97b7b
[None][fix] Migrate to new cuda binding package name (#6700)
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
2025-08-07 16:29:55 -04:00
hlu1
8207d5fd39
[None] [feat] Add model gpt-oss (#6645)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
2025-08-07 03:04:18 -04:00
Haohang Huang
c9eebcb454
[TRTLLM-6674][feat] (Breaking Change) Hopper SWA non-cyclic kernels + KV reuse + Spec Dec (#6379)
Signed-off-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
Signed-off-by: symphonylyh <31998628+symphonylyh@users.noreply.github.com>
2025-08-05 07:47:41 +00:00
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
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
Cheng Hang
64db7d27f6
[feat] Optimizations on weight-only batched gemv kernel (#5420)
Signed-off-by: Cheng Hang <chang@nvidia.com>
2025-06-30 10:20:16 +08:00
Tracin
6c91f1c7ac
Mxfp8xmxfp4 quant mode(#4978)
Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-06-10 22:01:37 +08:00
Omer Ullman Argov
8731f5f14f
chore: Mass integration of release/0.20 (#4898)
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Hui Gao <huig@nvidia.com>
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>
Signed-off-by: Anurag Mukkara <134339030+amukkara@users.noreply.github.com>
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
Signed-off-by: moraxu <mguzek@nvidia.com>
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Co-authored-by: HuiGao-NV <huig@nvidia.com>
Co-authored-by: brb-nv <169953907+brb-nv@users.noreply.github.com>
Co-authored-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
Co-authored-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Co-authored-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>
Co-authored-by: Anurag Mukkara <134339030+amukkara@users.noreply.github.com>
Co-authored-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Faraz <58580514+farazkh80@users.noreply.github.com>
Co-authored-by: Michal Guzek <moraxu@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: Yechan Kim <161688079+yechank-nvidia@users.noreply.github.com>
2025-06-08 23:26:26 +08:00
Omer Ullman Argov
e71de2a13e
chore: Mass integration of release/0.20. (#4871)
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Omer Ullman Argov <118735753+omera-nv@users.noreply.github.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
2025-06-04 14:12:27 +08:00
Barry Kang
20b42912ce
[TRTLLM-3330][feat] Support DeepSeek-R1 W4A8 on Hopper (#4123)
Support DeepSeek-R1 W4A8 on Hopper

Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Co-authored-by: Jiang Shao <91270701+StudyingShao@users.noreply.github.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
2025-05-14 15:48:07 +08:00
Yukun He
0ae7017342
Unify two versions of AllReduce custom op (#3032)
* 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
hlu1
31624b079a
feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387)
* Add TRT-LLM Gen MOE to Deepseek

fix fused moe rebase bug.

Fix atol in test_fp4_gemm_quantize.py

fix fused moe rebase bug.

Fix FusedMoe.

Disable 2nd routing kernel preexit

Bump routing reduction to fp32

Disable PDL for fc1

[DEBUG] Lift token limit to 16k

[Bugfix] Token limit to 16k + fp32 routing + tanh

Make fp8 tileN 8

Fix FP8 MoE + Remove redundent temp output for FP4

[FP8-only] Avoid wasting CTAs for activation kernel

fix: unblock FP8 weightloading with trtllm-gen

Remove max_token limit for trtllm-gen path

perf: avoid type-conversion and fill_ from aten

Minor fix

Signed-off-by: Hao Lu <haolu@nvidia.com>

* Fix rebase issues

Signed-off-by: Hao Lu <haolu@nvidia.com>

* Fix compile issue

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

* CI clean

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

---------

Signed-off-by: Hao Lu <haolu@nvidia.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-04-21 10:01:33 +08:00
QI JUN
d51ae53940
move the reset models into examples/models/core directory (#3555)
* move rest models to examples/models/core directory

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* update multimodal readme

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix example path

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix cpp test

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix tensorrt test

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

---------

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-04-19 20:48:59 -07:00
Daniel Cámpora
41ce5440fe
chore: Mass integration of release/0.18 (#3421)
* [Infra][TRTLLM-4063] - Branch out for the TRT-LLM v0.18.0 release

Signed-off-by: Zhanrui Sun <zhanruis@nvidia.com>
(cherry picked from commit de90312020e51c22ba5e75b3502c7ee90c059265)

* [Infra][TRTLLM-3652] - Update dependencies to TRT 10.9 / CUDA 12.8.1 / DLFW 25.03(Internal)

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
(cherry picked from commit 58db1340ef7db22f1910f878d220a92be5b830d1)

* [None][Doc] - Update docs for v0.18.0

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
(cherry picked from commit d23e75bc95619ce3b116213d55319272888e0c88)

* [Infra] - Fix or WAR issues in the package sanity check stages

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
(cherry picked from commit e874e2b127515c52ba10c8df1cc2631627f74ffe)

* [https://nvbugs/5173454] [https://nvbugs/5173432] [https://nvbugs/5175863] fix chatglm tokenizer and tmp model path

Signed-off-by: Yuki Huang <yukih@nvidia.com>
(cherry picked from commit 731811d4e182d70a66193d646152cb71dfafe83a)

* cherry-pick 'test: Updat cluster and multi node test lists and trtllm-bench' test to fix perf drop issue

Signed-off-by: Ruodi Lu <ruodil@nvidia.com>
(cherry picked from commit 5214616283fbc15ae98871a1d84c78d8e1f2e6e8)

* Revert "Merge branch 'user/yukih/fix_5173454_5173432' into 'release/0.18'"

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
(cherry picked from commit 8d34831cb2b81ee2dfa8021b68e7158b33789a5f)

* [Infra]Restrict setuptools version to avoid sasb pip install issue

Signed-off-by: Emma Qiao <qqiao@nvidia.com>
(cherry picked from commit 1e60ad29e0dafec0e295bedb5d89b716a02a707c)

* [https://nvbugs/5173454] [https://nvbugs/5173432] [https://nvbugs/5175863] fix chatglm tokenizer and tmp model path

Signed-off-by: Yuki Huang <yukih@nvidia.com>
(cherry picked from commit 3ed8164e5bfea1d5aa2039b5408439fd6cf59dac)

* WAR for bug 5173448

Signed-off-by: Thor Johnsen <tjohnsen@nvidia.com>
(cherry picked from commit b6528b2ba15322b6c6a4c81a8b74c04d4973de4f)

* [Infra][TRTLLM-3652] - Update dependencies to CUDA 12.8.1 / DLFW 25.03

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
(cherry picked from commit 6560983d132d9d257ee15849664eb055e94adaa9)

* [Docs] - Doc changes for v0.18.0

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
(cherry picked from commit 26769b61218a947c8f9d070f73b63d576fcc20c4)

* [Doc] - Doc change for v0.18.0

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
(cherry picked from commit 4b3b5ed6bfbc2300e3775fe75456083faad7b235)

* [Infra] update version to 0.18.1

Signed-off-by: Zhanrui Sun <zhanruis@nvidia.com>
(cherry picked from commit 59e8326c75639275837d34de8e140358737a3365)

* Add back nemotron file.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix recurrentgemma reqs.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Adding WAR for bug 5173448.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Remove duplicated file.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update examples/prompt_lookup/requirements.txt

Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>

* Remove glm-4-9b from model dir in chatglm test.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Remove indent change.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>

* Revert changes on l0_test.groovy.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update dev images

Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>

* Remove duplicated import.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix custom op

Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>

* Fix flashinfer & vanilla backend

Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>

* Skip problematic case.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Skip problematic test_moe_w4a8_1_14336_4096_8_bfloat16_True_False case.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

---------

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
Co-authored-by: Zhanrui Sun <zhanruis@nvidia.com>
Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yuki Huang <yukih@nvidia.com>
Co-authored-by: Ruodi Lu <ruodil@nvidia.com>
Co-authored-by: Emma Qiao <qqiao@nvidia.com>
Co-authored-by: Thor Johnsen <tjohnsen@nvidia.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
Co-authored-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
2025-04-16 10:03:29 +08:00
Pamela Peng
6cdfc54883
feat: Add FP8 support for SM 120 (#3248)
* Allow FP8 on SM120

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>

* fix sm121

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>

* fix

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>

* fix pre-commit

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>

* review update

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>

---------

Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>
Co-authored-by: Sharan Chetlur <116769508+schetlur-nv@users.noreply.github.com>
2025-04-14 16:05:41 -07:00
Fanrong Li
62e0876e39
Waive unittest/trt/model/test_mamba.py::TestMamba::test_loaders_mamba_130m_hf_from_checkpoint. Will fix it later. (#3356)
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-04-07 22:36:35 -07:00
tburt-nv
7a659885e3
chore: remove usernames from comments (#3291)
Signed-off-by: Tyler Burt <195370667+tburt-nv@users.noreply.github.com>
2025-04-05 13:44:28 +08:00
Yibin Li
32ae1564bd
update FP4 quantize layout (#3045)
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-04-03 13:13:54 -04:00
xiweny
6979afa6f2
test: reorganize tests folder hierarchy (#2996)
1. move TRT path tests to 'trt' folder
2. optimize some import usage
2025-03-27 12:07:53 +08:00