kanshan/TensorRT-LLMs
1
0
Fork 0
mirror of https://github.com/NVIDIA/TensorRT-LLM.git synced 2026-02-07 03:31:58 +08:00
Code Issues Actions 1 Packages Projects Releases Wiki Activity
4,611 Commits 28 Branches 67 Tags 2 GiB
bf16fbd86c
Commit Graph

2545 Commits

Author SHA1 Message Date
Emma Qiao
e0728ba8a7
[None][infra] Waive failed case on main 10/26 (#8668) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-26 22:02:32 +08:00
Chenghao Zhang
a6d20f6f9b
[None][feat] AutoDeploy: Add FP8 MOE for Nemotron (#8599) 
Signed-off-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-10-25 15:26:45 -04:00
Simeng Liu
2b27810198
[https://nvbugs/5494718][fix] Fix Single GPU Multi-node issue and OOM on DGX Spark (#8514) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
 2025-10-24 19:09:07 -07:00
Erin
812bc8c954
[TRTLLM-8513][feat] Add back worker extension (#8482) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-24 20:30:28 -04:00
jthomson04
02081e2390
[None][feat] Support KV Connector with Disagg Prefill Worker (#8246) 
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
 2025-10-24 11:09:06 -07:00
Chang Liu
e47c787dd7
[TRTLLM-8535][feat] Support DeepSeek V3.2 with FP8 + BF16 KV cache/NVFP4 + BF16 KV cache (#8405) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
 2025-10-24 13:40:41 -04:00
Yechan Kim
2d86d6be40
[TRTLLM-8737][feat] Support media_io_kwargs on trtllm-serve (#8528) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-10-24 12:53:40 -04:00
Chuang Zhu
2420918e5b
[TRTLLM-7078][chore] optimal kvcache transfer for VWSA (#7952) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-10-24 08:58:16 -04:00
Emma Qiao
35e35db422
[None][infra] Waive tests on main and remove lines which missed in MI (#8639) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Emma Qiao <qqiao@nvidia.com>
 2025-10-24 02:49:23 -04:00
xinhe-nv
2aaedd08cd
[TRTLLM-8638][fix] fix test issues (#8557) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-24 02:16:55 -04:00
xinhe-nv
9a9d647292
[None][chore] Add failed cases into waives.txt (#8630) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-24 02:11:03 -04:00
ruodil
07a957e5cb
[None][test] remove redunctant runtime backend in perf test (#8358) 
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-10-24 02:01:34 -04:00
Stanley Sun
6b793d5c3d
[TRTLLM-8738][test] Add end-to-end trtllm-serve negative tests (#8580) 
Signed-off-by: Stanley Sun <stsun@nvidia.com>
 2025-10-24 13:23:47 +08:00
xinhe-nv
59375e8bed
[TRTLLM-8638][fix] Add failed cases into waives.txt (#8590) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-24 00:02:42 -04:00
xinhe-nv
95d39e6e76
[TRTLLM-8638][fix] Add failed cases into waives.txt (#8588) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-23 23:08:52 -04:00
QI JUN
6ee1c87595
[TRTLLM-8817][chore] Set default value of KvCacheConfig.free_gpu_memory_fraction explicitly (#8561) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-24 08:55:49 +08:00
QI JUN
cc81028547
[TRTLLM-8812][chore] Limit the scope of pybind based CacheTransceiverConfig (#8558) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-23 10:32:09 -04:00
Shijie
928247a3f9
[https://nvbugs/5451205][feat] Add cuBLASLt NVFP4 GEMM backend support (#7943) 
Signed-off-by: Shijie Wang <jaywan@nvidia.com>
 2025-10-23 15:55:10 +08:00
xinhe-nv
04e2b2752a
[None][feat] add Nemotron-Ultra multi nodes eval tests (#8577) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-23 02:44:26 -04:00
Suyog Gupta
2956978da3
[None][feat] Enable rms norm fusion for Nemotron MOE (#8563) 
Signed-off-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
Co-authored-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-23 00:09:42 -04:00
Lucas Liebenwein
77fa5dfee9
[https://nvbugs/5604136][fix] AutoDeploy: correct import for mxfp4_moe unit test (#8593) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-22 22:11:18 -04:00
sunnyqgg
ea3e0eea51
[TRTLLM-7954][feat] Target model KV cache rellocation (#8421) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-10-23 09:36:50 +08:00
Anthony Chang
8a3b870e09
[None][feat] Update TRTLLM MoE MxFP4 cubins; autotune tileN (#8156) 
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
 2025-10-23 09:14:18 +08:00
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
Leslie Fang
e5865de518
[TRTLLM-8754][chore] Refine PyTorchModelEngine with llm args (#8493) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-10-22 20:03:18 -04:00
brb-nv
00c2b81037
[None][chore] Skip failing import of mxfp4_moe (#8591) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-22 16:19:22 -04:00
Patrice Castonguay
879039f6d5
[https://nvbugs/5429636][feat] Kv transfer timeout (#8459) 
Signed-off-by: raayandhar <raayan.dhar@gmail.com>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: raayandhar <raayan.dhar@gmail.com>
 2025-10-22 09:29:02 -04:00
xinhe-nv
b8b2c9efb4
[None][chore] add precommit hook to remove redundant tab and white space (#8534) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-22 09:21:54 -04:00
Eran Geva
910e6b9684
[None][fix] fixed cached model path in test (#8549) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-10-22 07:47:41 -04:00
Eran Geva
d4b3bae5af
[#8391][fix] check perf by device subtype (#8428) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-10-22 12:38:05 +03:00
Yan Chunwei
3f9dbc76c0
[None][fix] fix rpc unique addr related issue (#8419) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-10-22 04:47:18 -04:00
Ivy Zhang
912cf4f603
[TRTLLM-8785][fix] fix conflicts between periodic-junit and store-durations (#8518) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-10-22 04:36:47 -04:00
Emma Qiao
92e99b6545
[None][infra] Waive failed cases for main branch 10/22 (#8573) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-22 04:21:56 -04:00
Shi Xiaowei
77940635bb
[https://nvbugs/5451272][fix] unwaive the test (#8537) 
Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-10-22 14:28:42 +08:00
xinhe-nv
187cf12d8f
[TRTLLM-8638][fix] Add failed cases into waives.txt (#8554) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-22 01:26:15 -04:00
Emma Qiao
2b4e812aea
[None][infra] Let CI continue running other isolation tests when an isolation test get hanging (#8471) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Emma Qiao <qqiao@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-10-22 00:07:35 -04:00
chenfeiz0326
6cf1c3fba4
[TRTLLM-8260][feat] Add Server-Client Perf Test in pytest for B200 and B300 (#7985) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-10-22 10:17:22 +08:00
sunnyqgg
90080e0e09
[https://nvbugs/5556020][fix] test_disaggregated_serving.py::TestLlama3_1_8BInstruct::test_eagle3 dimension mismatch (#8517) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-10-22 09:58:22 +08:00
Leslie Fang
50d4e5bc06
[TRTLLM-8483][chore] Refine scheduler_config and peft_cache_config in create_py_executor (#8451) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-10-22 08:33:48 +08:00
Chenghao Zhang
bac9e8c2ad
[None][feat] AutoDeploy: Add Nemotron MOE support for AutoDeploy (#8469) 2025-10-21 15:32:01 -07:00
Lizhi Zhou
23d5280a90
[TRTLLM-7843][feat] implement disagg cluster auto-scaling (#8215) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-10-21 17:25:07 -04:00
Lucas Liebenwein
9b54b3bfaf
[None][chore] AutoDeploy: replace HF's deprecated keyword torch_dtype --> dtype (#8510) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-21 17:07:06 -04:00
YueWeng
8dc4aac5b6
[TRTLLM-8160][feat] Add max_total_draft_tokens (#8366) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-10-21 11:11:04 -04:00
Emma Qiao
653aa6b6dc
[None][infra] Waive failed tests for main 10/21 (#8524) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-21 06:24:15 -04:00
Yan Chunwei
9ba5959e8e
[None][fix] the api_stability unify default values of None and inspect._empty (#8496) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-10-21 16:57:40 +08:00
xinhe-nv
c566890624
[TRTLLM-8638][fix] Remove closed bugs (#8478) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-21 03:48:58 -04:00
Pengyun Lin
a4227cf1b0
[None][feat] Support Qwen3 reasoning parser (#8000) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-10-21 14:08:39 +08:00
xinhe-nv
3264d605fb
[TRTLLM-8638][fix] Add failed cases into waives.txt (#8486) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-21 01:20:29 -04:00
ruodil
ab4b9966b2
[TRTLLM-7287][test] add multimodal chunked_prefill cases (#8011) 
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Larry Xu <197874197+LarryXFly@users.noreply.github.com>
 2025-10-20 22:43:47 -04:00
mpikulski
87eb5086fb
[None][fix] restore list[list[list[int]]] in add_token (#8502) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-20 22:34:57 -04:00
Suyog Gupta
7050b1ea49
[#8272][feat] Enable chunked prefill for SSMs in AutoDeploy (#8477) 
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-10-20 15:31:52 -07:00
Venky
3e681e2a80
[None] [chore] Add architecture-specific ATTRIBUTIONS files (#8468) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-10-20 16:29:15 -04:00
Lucas Liebenwein
55c468b218
[#8461][feat] AutoDeploy: trtllm-serve bug fix + unit test (#8462) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-20 16:06:39 -04:00
dongfengy
9b289d5230
[https://nvbugs/5568676][fix] Remove test waive (#8437) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-10-20 12:03:50 -07:00
HuiGao-NV
d0663e16e0
[https://nvbugs/5492250][fix] Remove isolated cases and unwaive cases (#8492) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-10-20 07:40:07 -04:00
Pamela Peng
b818a912d7
[https://nvbugs/5540752][fix] Support quantized Phi4 MM models (#8190) 
Signed-off-by: Pamela <179191831+pamelap-nvidia@users.noreply.github.com>
 2025-10-20 06:36:09 -04:00
mpikulski
97ce0ecefe
[TRTLLM-8436][feat] batched sampling and top-k logprobs improvements (#8398) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-20 11:15:41 +02:00
QI JUN
d05079ba4b
[None][ci] move some test cases from H100 to A10 (#8449) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-20 01:58:34 -04:00
Yi Zhang
3c2b3bd4d4
[TRTLLM-7255][feat] Add iteration log parser script for benchmark log (#6942) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
 2025-10-20 01:34:52 -04:00
ChristinaZ
c8b9998acb
[TRTLLM-8637][feat] Optimize the routing kernel for DeepseekV3 (MoE CUTLASS backend); Add support for KimiK2 and Qwen-next (MoE TRTLLM backend) (#7761) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-10-20 10:08:31 +08:00
xiweny
f7722e2b65
[TRTLLM-4866] [test] Support waiving unit tests by waives.txt (#8359) 
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
 2025-10-20 09:52:51 +08:00
xinhe-nv
9aa086d3bb
[None][chore] update test duration (#8377) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-19 20:45:51 -04:00
Emma Qiao
796891ba2a
[None][infra] Skip a failed case in pre-merge for main on 10/19 (#8479) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-19 22:19:00 +08:00
Bo Deng
dd25595ae8
[TRTLLM-7964][infra] Set nixl to default cache transceiver backend (#7926) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-10-19 19:24:43 +08:00
Emma Qiao
e185173240
[None][infra] Waive test for main branch on 10/18 (#8472) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-19 04:36:42 -04:00
brb-nv
7cc65a6296
[None][chore] Waive failing transceiver test (#8473) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-18 17:22:10 -04:00
Lucas Liebenwein
41169fb20c
[None][feat] AutoDeploy: chunked prefill support (#8158) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-18 00:47:35 -07:00
Kyle McGill
136e0e6882
[None][feat] Enable CUDA graph support for KvConnectorWorker API (#8275) 
Signed-off-by: Kyle McGill <kmcgill@nvidia.com>
Signed-off-by: Kyle McGill <101670481+nv-kmcgill53@users.noreply.github.com>
 2025-10-17 18:09:03 -04:00
Anish Shanbhag
5ff4f88be6
[TRTLLM-8683][chore] Migrate PluginConfig to Pydantic (#8277) 
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
 2025-10-17 16:13:22 -04:00
h-guo18
55fed1873c
[None][chore] AutoDeploy: cleanup old inference optimizer configs (#8039) 
Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Co-authored-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-17 15:55:57 -04:00
xinhe-nv
bc833d3de3
[TRTLLM-8638][fix] add waives tests (#8445) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-17 03:37:53 -07:00
zhhuang-nv
7a2bab93f0
[None][test] Add post merge test for Seed-OSS-36B-Instruct (#8321) 
Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>
 2025-10-17 02:30:33 -07:00
yufeiwu-nv
1e1f430163
[None][test] Filter out all fp8 test case for A100. (#8420) 
Signed-off-by: yufeiwu <230315618+yufeiwu-nv@users.noreply.github.com>
 2025-10-16 20:42:50 -07:00
Ivy Zhang
70a0f5beb6
[TRTLLM-8580][test] save runtime report periodically (#8312) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-10-17 10:47:26 +08:00
John Calderon
46ee7acb33
[TRTLLM-6780][fix] Add multimodal data to dummy requests during memory profiling (#7539) 
Signed-off-by: John Calderon <johncalesp@gmail.com>
Signed-off-by: John Calderon <jcalderon@nvidia.com>
Signed-off-by: john calderon <jcalderon@nvidia.com>
Signed-off-by: John Calderon <jcalderon@nvidia>
 2025-10-16 17:49:22 +02:00
Yiqing Yan
05dd437084 [https://nvbugs/5565541][fix] Add timeout threshold for H100 FHMA test (#8354) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
bhsueh_NV
69325e1aa3 [https://nvbugs/5574556][fix] fix bug of Qwen3_235B_A22B::test_fp8 CI (#8351) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Lizhi Zhou
982d4b65e8 [https://nvbugs/5550671][fix] fix disagg-serving multinodes test failure (#8307) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Chuang Zhu
18a534d2b4 [https://nvbugs/5465642][fix] Increase server timeout to wait weight loading (#8297) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Enwei Zhu
526cad37d7 [https://nvbugs/5568951][fix] Fix guided decoding disagg tests (#8311) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Yechan Kim
4230639370 [https://nvbugs/5550722][fix] Fix image load (#8093) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Ivy Zhang
1b559ba91d [None][chore] Update test configs for release (#8224) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Ivy Zhang
4789c1e588 [TRTLLM-8246][test] add multimodal kvcache+chunked_prefil cases in to QA test list (#8212) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Ivy Zhang
be2ab98233 [None][chore] Update constaintfor release (#8211) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Yan Chunwei
4e51148088 [https://nvbugs/5532023][fix] unwaive GenerationExecutor tests (#8251) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
Yukun He
179c7dc501 [https://nvbugs/5536131][fix] Fix illegal access issue when scale is not provided in Llama3/4. (#7960) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-16 22:46:19 +08:00
sunnyqgg
dd61454d5f
[https://nvbugs/5461761][fix] Unwaive eagle3 test (#8363) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-10-16 09:51:48 -04:00
Wangjue Yao
9865d3d770
[None][feat] Support cached tokens for Openai server (#7637) 
Signed-off-by: wjueyao <wyao123@terpmail.umd.edu>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-10-16 20:51:37 +08:00
xinhe-nv
f70eff30b3
[TRTLLM-8638][fix] waive llam4 tests on H20 (#8416) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-16 03:14:56 -07:00
HuiGao-NV
4e6a492aa3
[None][chore] Isolate several intermittent cases (#8408) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-10-15 23:48:31 -07:00
Yan Chunwei
42ab473bb0
[https://nvbugs/5583261][ci] waive test_fetch_responses_streaming_sync (#8407) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-10-15 23:19:31 -07:00
Min Yu
0a0159fdd8
[https://nvbugs/5378031] [feat] W4A8 AWQ MoE supports Per Expert Pre-quant Scale Factor for PyT backend (#7286) 
Signed-off-by: Min Yu <171526537+yumin066@users.noreply.github.com>
 2025-10-16 11:07:48 +08:00
xiweny
4143887370
[https://nvbugs/5541494] [fix] Remove waivers (#8353) 
Signed-off-by: xiweny <13230610+VALLIS-NERIA@users.noreply.github.com>
 2025-10-15 19:10:35 -07:00
Yan Chunwei
206cf31705
[https://nvbugs/5560921][fix] GenerationExecutor RPC (#8209) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-10-16 09:05:22 +08:00
Chuang Zhu
40d129a415
[None][fix] Fix cache buffer size for window (#8320) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-10-16 09:01:11 +08:00
dongfengy
7a0aa64973
[None][fix] Refactor triton paddings (#6980) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
Signed-off-by: dongfengy <99041270+dongfengy@users.noreply.github.com>
Co-authored-by: hlu1 <14827759+hlu1@users.noreply.github.com>
 2025-10-15 12:59:01 -07:00
Yukun He
56c20665a9
[TRTLLM-4501][feat] Add input tensor pre-hook function API for the tuning process. (#6924) 
Some tunable ops require a more realistic data distribution, for instance, a shape-associated tensor. Thus, a customizable pre-hook function can be declared in the tuning config to modify the input tensor before the tuning process.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-10-15 21:18:11 +08:00
mpikulski
0510b34588
[TRTLLM-8551][feat] add cache_salt in LLM.generate and refactor test_return_logits.py (#8317) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-15 02:53:57 -07:00
QI JUN
1a1c9a29ab
[None][ci] move all llama4 test cases to post merge (#8387) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-15 16:36:37 +08:00
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
QI JUN
616d1df7a0
[None][chore] set the default value of max_num_tokens explicitly (#8208) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-14 23:03:02 -07:00
sychen52
6a6124dcb5
[OMNIML-2336][feat] w4a8 nvfp4 fp8 exports scale factor properly (#8180) 
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
Co-authored-by: Shiyang Chen <shiychen@omniml-a6.nvidia.com>
 2025-10-15 13:41:27 +08:00
Jin Li
206a9930df
[https://nvbugs/5547435][fix] Fix a merge conflict (#8365) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-10-15 10:43:10 +08:00
Emma Qiao
493da020c1
[TRTLLM-7351][infra] Add isolate marker for L0 (#7497) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Emma Qiao <qqiao@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-10-14 16:58:14 -07:00
dongfengy
9d855f47ad
[None][fix] Remove outdated test waives for GPTOSS (#8183) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-10-14 16:20:38 -07:00
Lizhi Zhou
22471ecc67
[TRTLLM-7846][feat] implement etcd storage for disagg cluster (#8210) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-10-14 16:48:41 -04:00
Michal Guzek
1cdb0b62c3
[https://nvbugs/5563469][fix] Temporarily disable test_nemotron_nano_8b_lora_torch in L0 due to Torch non-determinism (#8206) 
Signed-off-by: Michal Guzek <mguzek@nvidia.com>
 2025-10-14 17:55:28 +02:00
shuyixiong
6776caaad1
[TRTLLM-8507][fix] Fix ray resource cleanup and error handling in LoRA test (#8175) 
Signed-off-by: shuyix <219646547+shuyixiong@users.noreply.github.com>
 2025-10-14 23:46:30 +08:00
Fanrong Li
0d20a8fd61
[TRTLLM-8536][feat] Add the sparse attention framework and one use case--RocketKV support (#8086) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
Co-authored-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
 2025-10-14 08:23:16 -07:00
Yan Chunwei
86be06bda4
[None][ci] waive several rpc tests (#8349) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-10-14 03:12:49 -07:00
William Zhang
72d65d079a
[https://nvbugs/5542878][fix] Unwaive test (#8027) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-10-14 07:58:07 +02:00
xinhe-nv
371fcb0338
[TRTLLM-8366][feat] add kimi multi nodes case (#8025) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-13 21:36:03 -07:00
Yuxian Qiu
3450fe9944
[None][fix] Fix dummy load format for key models. (#7993) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-10-14 11:18:39 +08:00
Lucas Liebenwein
22aa4ac08c
[None][feat] AutoDeploy: VLMs with subgraphs + cudagraph/compile (#8203) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-13 17:34:09 -07:00
Zheyu Fu
bac665e650
[TRTLLM-7412][feat] Turn off spec decode when the rolling average acceptance length drops below threshold. (#7283) 
Signed-off-by: Zheyu Fu <zheyuf@NVIDIA.com>
 2025-10-13 15:51:14 -07:00
Robin Kobus
db8c63b9b1
[TRTLLM-4517] [feat] Additional model outputs (#7206) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-10-13 15:33:18 +02:00
amitz-nv
bbae7a05f0
[https://nvbugs/5521949][fix] Replace test_codellama_fp8_with_bf16_lora with test_llama_3_1_8b_fp8_with_bf16_lora (#8199) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-10-13 06:01:55 -07:00
Po-Han Huang (NVIDIA)
6fc6f70a68
[https://nvbugs/5441729][test] Fix test_modeling_llama_min_latency.py failures (#7478) 
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
 2025-10-13 15:35:02 +08:00
xinhe-nv
9fe63dd8db
[None][chore] Add failed cases into waives.txt (#8290) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-13 00:07:00 -07:00
Leslie Fang
8d1b068b1a
[TRTLLM-8477][chore] Replace KvCacheConfigCpp with KvCacheConfig inside PyExecutor (#8259) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-10-13 14:55:36 +08:00
xinhe-nv
72fcff1044
[None][fix] add timeout for llama4 (#8254) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-12 21:04:20 -07:00
Guoming Zhang
989c25fcba
[None][doc] Add qwen3-next doc into deployment guid and test case into L0. (#8288) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: Faradawn Yang <faradawny@gmail.com>
Co-authored-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-10-13 10:25:45 +08:00
amitz-nv
fac47e2826
[https://nvbugs/5510879][fix] Fix pytorch & TRT-python flows fused LoRA adapter modules weight split with TP>1 (#8063) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-10-12 12:29:52 -07:00
Eran Geva
a1ed03fe8a
[None][fix] AD test_trtllm_bench to use small model config and skip loading weights (#8149) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-10-12 18:30:20 +03:00
Emma Qiao
fdbeea51d3
[None][infra] Skip failed cases for main branch (#8293) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-12 08:04:09 -07:00
kris1025
a7ea544dbe
[TRTLLM-7384][feat] enable rejection sampling for CDL (#7731) 
Signed-off-by: linquanh <linquanh@nvidia.com>
 2025-10-12 20:38:48 +08:00
brb-nv
56a539cd37
[None][chore] Waive failing pre-merge test on main (#8282) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-10 23:52:05 -07:00
Yilin Fan
2695d70d42
[None][feat] Add request timing breakdown option in benchmark_serving (#8128) 
Signed-off-by: nv-yilinf <206948969+nv-yilinf@users.noreply.github.com>
 2025-10-10 09:24:54 -07:00
xinhe-nv
2655995a09
[None][fix] add gc for test fixture (#8220) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-10 02:50:25 -07:00
bhsueh_NV
d3059dbd8a
[https://nvbugs/5547416][fix] unwaive no_cache test (#8213) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-10-10 01:50:13 -07:00
xinhe-nv
b555f1ff98
[None][chore] Add failed cases into waives.txt (#8229) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-09 23:45:28 -07:00
xinhe-nv
e8c9bae37e
[None][chore] Remove closed bugs (#8151) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-10-10 16:39:40 +11:00
Pengbo Wang
7da4b05289
[https://nvbugs/5501820][fix] Add requirements for numba-cuda version to WAR mem corruption (#7992) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-10-10 10:18:27 +08:00
Emma Qiao
ccd949ea5b
[None][infra] Waive failed tests on main 10/09 (#8230) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-09 22:46:07 +08:00
amitz-nv
d560054e1b
[None][chore] Restore asserts in pytorch flow LoRA tests (#8227) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-10-09 17:10:38 +03:00
bhsueh_NV
27677a36f5
[https://nvbugs/5516666][fix] unwaive some Qwen3 CI tests (#8130) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-10-09 09:44:58 +08:00
Lizhi Zhou
fdf29ab8fa
[TRTLLM-7846][feat] Http disagg-cluster management implemention (#7869) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-10-09 09:44:01 +08:00
QI JUN
6884d06aed
[None][ci] move some llama4 test cases to pre merge (#8189) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-08 18:34:08 -07:00
Liao Lanyu
ed8e00ad4a
[https://nvbugs/5522746][fix] unwaive tests caused by node issues after rebooting (#8193) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
Co-authored-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-10-09 08:45:56 +08:00
Mike Iovine
c88913dc03
[https://nvbugs/5541545][fix] Remove test_llama4 (#8031) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-08 15:20:15 -07:00
brb-nv
80517b7812
[None][chore] Waive some tests failing on main post merge (#8186) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-08 06:52:30 -07:00
mpikulski
8298e93bd8
[TRTLLM-8414][chore] BREAKING CHANGE: refine sampling strategy selection (#8132) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-08 15:46:50 +02:00
xxi
e98616512f
[https://nvbugs/5550283][fix] update test case to the latest MoE API (#8165) 2025-10-07 22:54:34 -07:00
Liao Lanyu
d57b8f0951
[https://nvbugs/5455140][fix] unwaive tests related to GB200 OOM (#8159) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
Co-authored-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-10-08 13:14:12 +08:00
ruodil
971610e3ff
[None][test] add test-model-suites option in integration conftest.py (#8016) 
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
 2025-10-08 10:38:31 +08:00
Mike Iovine
7facac077b
[None][fix] Fix MTP illegal memory access (#8161) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-10-07 14:02:55 -04:00
Emma Qiao
ca9da1f1c2
[None][infra] Skip failed cases for main (#8176) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-07 06:37:51 -07:00
xiweny
9298f1bdcc
[None] [test] Add B300 cases to CI (#8056) 
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
 2025-10-06 19:23:31 -07:00
Faraz
27a5091fcb
[None][feat] GPT-OSS Sm120/Sm121 Support (#7937) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
Signed-off-by: list <58580514+farazkh80@users.noreply.github.com>
Signed-off-by: Vincent Huang <vincenth@nvidia.com>
Co-authored-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
Co-authored-by: Vincent Huang <vincenth@nvidia.com>
 2025-10-06 16:59:06 -04:00
Izzy Putterman
f2657c1ae9
[None][fix] Eagle: Attention DP (#7939) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-10-06 16:52:35 -04:00
Lucas Liebenwein
3492391feb
[None][chore] AutoDeploy: clean up accuracy test configs (#8134) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-06 12:51:01 -07:00
Yan Chunwei
54ab9767b5
[None][chore] fix llmargs conflict (#8152) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-10-06 02:34:27 -07:00
amitz-nv
8060aad239
[https://nvbugs/5521949][fix] Re-enable test_bielik_11b_v2_2_instruct_multi_lora, fix its API use with pytorch flow LoRA (#8146) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-10-05 04:28:20 -07:00
Yan Chunwei
fb51de6c2e
[TRTLLM-8189][chore] enhance GenerationExecutor with RPC (part1) (#5543) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: chunweiy <chunweiy@nvidia.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: chunweiy <328693+Superjomn@users.noreply.github.com>
 2025-10-05 17:28:20 +08:00
Frida Hou
f6654f26a4
[#5255][autodeploy] Update FuseAllreduceResidualRMSNorm to use pattern matcher utility; remove fuse_collective (#7545) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-10-05 01:15:46 -07:00
Frida Hou
744246d316
[None][autodeploy] small refactors on attention matching (#8079) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-10-03 22:00:27 -07:00
Jonas Yang CN
88ea2c4ee9
[TRTLLM-7349][feat] Adding new orchestrator type -- ray (#7520) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Co-authored-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-04 08:12:24 +08:00
Lucas Liebenwein
9d098e3142
[None][feat] AutoDeploy: graph/module inputs with kwargs instead of args (#8137) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-03 16:53:42 -07:00
Lucas Liebenwein
2c454e8003
[None][feat] AutoDeploy: Nemotron-H accuracy test (#8133) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-03 15:39:03 -07:00
Michal Guzek
38da871db3
[TRTLLM-6496][feat] Add LoRa Torch tests for the latest NIM model list (#6806) 
Signed-off-by: Michal Guzek <mguzek@nvidia.com>
 2025-10-03 12:10:48 -07:00
Mike Iovine
ca8291133a
[None][fix] Fix MTP 2-model (#8115) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
Signed-off-by: Mike Iovine <miovine@nvidia.com>
 2025-10-03 10:13:50 -07:00
Lucas Liebenwein
aaf2c3c2e5
[None][feat] AutoDeploy: compiler backends based on nn.Module (#8126) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-03 12:14:21 -04:00
Ziyi Xiong
7bc2d9e993
[https://nvbugs/5537878][fix] Reserve an extra slot for padded batch (#7998) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-10-03 08:42:52 -07:00
Lucas Liebenwein
5faa5e9dd8
[None][feat] AutoDeploy: dive deeper into token generation bugs + enable_block_reuse (#8108) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-10-03 04:57:26 -07:00
Erin
ba3dbb6c94
[https://nvbugs/5548098][fix] Fix flakey unit test for dynamic spec d… (#8129) 2025-10-02 22:58:37 -07:00
Yilin Fan
01423ac183
[None][feat] perf_metrics endpoint functionality improvement (#8005) 
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
Signed-off-by: nv-yilinf <206948969+nv-yilinf@users.noreply.github.com>
 2025-10-02 17:43:25 -07:00
Eran Geva
4136942436
[#7588][fix] fixed the kv cache size parsing in test_perf.py AD backend (#8092) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-10-02 15:55:31 -04:00
Patrice Castonguay
fefa7d8fa3
[None][feat] Support for cancelling requests with disaggregation (#8114) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-10-02 11:04:26 -07:00
dongfengy
6568e565db
[TRTLLM-7775][feat] Integrate tinygemm2 for gpt-oss (#7916) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
Signed-off-by: dongfengy <99041270+dongfengy@users.noreply.github.com>
Co-authored-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-10-02 10:47:04 -07:00
Erin
293637e0a1
[https://nvbugs/5556020][chore] waive test_eagle3 (#8119) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-02 05:33:21 -04:00
mpikulski
fc7f78c400
[TRTLLM-8269][test] do not explicitly pass temperature=0 to select greedy sampling (#8110) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-10-02 10:20:32 +02:00
Eran Geva
32c7f8c36f
[#7588][feat] lock gpu clocks in test_perf.py to reliably detect perf regressions (#8099) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-10-02 11:18:10 +03:00
brb-nv
bd3d0ad233
[TRTLLM-7733][feat] Executor changes to support helix parallelism (#7972) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-10-01 22:13:03 -04:00
Izzy Putterman
1ad7bc4c78
[None][feat] Draft: Save state first pass (#7012) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-10-01 18:40:55 -04:00
Frida Hou
de99e23696
[#5860][feat] Add ModelOPT INT4 awq fake quant support in AutoDeploy (#7770) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-10-01 13:13:45 -07:00
Yibin Li
d7581bb551
[TRTLLM-8031][feat] Add chunked return_generation_logits logic (#7831) 
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
 2025-10-01 12:47:07 -04:00
sychen52
ba8abeab10
[OMNIML-2336][feat] add W4A8 NVFP4 FP8 fused moe (#7968) 
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
 2025-10-01 02:39:33 -04:00
Patrice Castonguay
b77f19f4ff
[https://nvbugs/5434320][fix] fix: Unwaiving disagg pp tests (#8069) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-10-01 00:33:59 -04:00
Emma Qiao
b1e3fef8aa
[None][infra] Skip failed tests in post-merge for main (#8102) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-10-01 10:12:10 +08:00
brb-nv
84aa3c981e
[None][chore] Waive failing MNNVL alltoall multi-gpu test (#8106) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-09-30 20:05:42 -04:00
mpikulski
ee5ae49337
[TRTLLM-8269][fix] Revert "do not explicitly pass temperature=0 to select greedy sampling" (#8103) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-30 16:53:49 -04:00
Iman Tabrizian
c510b67fa0
[https://nvbugs/5547414][fix] avoid downloading Tiny llama from HF (#8071) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-09-30 13:47:59 -04:00
xinhe-nv
1dba9fa89e
[TRTLLM-6239][feat] add test cases into QA test list (#8081) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-30 00:23:45 -04:00
Kaiyu Xie
b0cb9ca50e
[None] [test] Add MNNVL AlltoAll tests to pre-merge (#7466) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-09-29 23:12:24 -04:00
Lucas Liebenwein
dcfd3ef81c
[#4593][feat] AutoDeploy: Linear Attention Support (SSM + causal_conv + Bamba + Nemotron-H) (#8068) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Co-authored-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-09-29 22:41:06 -04:00
Cao Dong
62010c0ab7
[None][feat] Return topk logprobs in torch backend (#7976) 
Signed-off-by: Cao Dong <87467313+dcaox@users.noreply.github.com>
 2025-09-30 09:32:37 +08:00
Cheng Hang
cdce68c3e0
[TRTLLM-6741][fix] Add heuristics for lm head tp size when enable_lm_head_tp_in_adp=True (#7891) 
Signed-off-by: Cheng Hang <chang@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-30 09:24:35 +08:00
Patrice Castonguay
6396cb9208
[https://nvbugs/5538098][fix] Checking connection to etcd server in unit test (#8006) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-09-29 20:53:32 -04:00
Chang Liu
334e2cab0d
[https://nvbugs/5542867][fix] Fix the non-determinism issue in the mm_encoder test (#8033) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-29 09:45:16 -07:00
amitz-nv
e5f9b6aaa0
[None][fix] Fix TRT-python multi LoRA TP=2 test arguments (#8059) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-09-29 12:20:04 -04:00
mpikulski
31a1a5ff80
[TRTLLM-8269][test] do not explicitly pass temperature=0 to select greedy sampling (#7909) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-29 14:52:18 +01:00
xiweny
48e779ae8c
[https://nvbugs/5541494] [fix] add back missing sm100f bmm kernels (#8051) 
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
 2025-09-29 05:35:44 -04:00
yufeiwu-nv
3ba6727a68
[None][test] Update get_sysinfo.py to avoid UnboundLocalError (#7982) 
Signed-off-by: yufeiwu <230315618+yufeiwu-nv@users.noreply.github.com>
Signed-off-by: yufeiwu-nv <230315618+yufeiwu-nv@users.noreply.github.com>
 2025-09-29 05:14:38 -04:00
Gal Hubara-Agam
b2095aa074
[#4674][bugfix] AutoDeploy Fix memory leak in fuse_moe (#7844) 
Delete the unstacked weights immediately to save GPU memory, cleanup occurs automatically after the transformation, but for large models we'll run out of memory during the transformation itself.

Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
 2025-09-29 11:01:07 +03:00
xinhe-nv
20e6cd39f1
[None][chore] Add failed cases into waives.txt (#8043) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-29 03:37:39 -04:00
Emma Qiao
ce381d6813
[None][infra] Waive failed cases for main on 0929 (#8053) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-29 02:46:02 -04:00
HuiGao-NV
7ac932d45e
[https://nvbugs/5532087][CI] Enable test case (#8029) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-29 01:46:28 -04:00
Ivy Zhang
1e2e851db8
[None][chore] update test case constraint (#8020) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-29 13:25:09 +08:00
Eran Geva
9cea6bfb30
[#7288][feat] Added AutoDeploy backend support to test_perf.py (#7588) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-09-28 21:21:27 -07:00
Ivy Zhang
0ecafd84da
[None][chore] Update chunked prefill test case configs (#7868) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-29 10:37:34 +08:00
Yukun He
28b9a81c58
[TRTLLM-4500][feat] Add serialization/deserialization options for AutoTuner profiling cache (#7738) 
To achieve determinism for the AutoTuner profiling cache, serialization and deserialization are introduced to store the cache on disk in JSON format. Use TLLM_AUTOTUNER_CACHE_PATH to indicate the path where the cache file should be stored:

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-09-29 07:40:51 +08:00
Emma Qiao
2be05cbd6e
[None][infra] Skip failed test for main branch on 9/28 (#8040) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-28 07:00:55 -04:00
ChristinaZ
95eac2cda7
[https://nvbugs/5537738][fix] Add fp8 post-quant allgather support (#8008) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-09-28 15:32:45 +08:00
Iman Tabrizian
33282351a2
[TRTLLM-6106][feat] Add support for KVCache transfer from KVCache reuse path (#6348) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-09-27 19:29:30 -04:00
Frida Hou
a36b48bcab
[#5860][autodeploy] GPT-OSS MXFP4 support (#7451) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-09-26 15:36:06 -07:00
Jhao-Ting Chen
c33f43e13a
[https://nvbugs/5518713][fix] Trtllm-gen moe backend for blockwise fp8 ckpt (Qwen3-235B-A22B-FP8) (#7856) 
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
 2025-09-26 14:29:32 -07:00
Emma Qiao
c8bef27ebb
[None][infra] Waive failed cases in post-merge 2305 (#8019) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-26 10:20:12 -07:00
YueWeng
a4243f0da5
[TRTLLM-6393][feat] add static tree sampling and verification (#7161) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-09-26 13:16:16 -04:00
xinhe-nv
ba6ab62bd1
[None][chore] Add failed cases into waives.txt (#8004) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-26 00:41:02 -07:00
xinhe-nv
f32f5730b2
[None][chore] Add failed cases into waives.txt (#7986) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-25 23:50:09 -07:00
Lucas Liebenwein
3a96d75a3c
[https://nvbugs/5527956][fix] AutoDeploy: fix IMA due to outdated metadata (#8002) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-09-25 22:05:55 -07:00
sunnyqgg
2e5850c28a
[TRTLLM-7330][feat] Eagle3 cuda graph support for the first draft model inference (#7363) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-09-26 11:28:05 +08:00
QI JUN
4c0f8482f1
[None][ci] Waive test_mm_encoder_standalone.py::test_multi_request_batch_chat[llava-v1.6-mistral-7b-hf] (#8010) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-26 11:07:54 +08:00
Enwei Zhu
d650320de4
[None][infra] Improve the failure message for accuracy test suite (#7994) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-26 10:04:47 +08:00
Yiqing Yan
108248ece1
[TRTLLM-7999][infra] Add B300/GB300 single gpu test (#7951) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-09-26 09:59:11 +08:00
QI JUN
1529a6f22d
[None][chore] extract weights loading related logic to model loader (#7579) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-25 10:19:22 -07:00
Emma Qiao
2dc93c6371
[None][infra] Waive failed tests on main (#8001) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-25 08:13:39 -07:00
xxi
57ff5f4c0d
[None][fix] fix a bug in wideEp use DeepEP with num_chunks > 1 (#7954) 
Signed-off-by: xxi <xxi@nvidia.com>
 2025-09-25 07:53:42 -07:00
Matthias Jouanneaux
eda1467061
[TRTLLM-5966][feat] Helix: add alltoall op (#6815) 
Signed-off-by: Matthias Jouanneaux <mjoux@nvidia.com>
 2025-09-25 07:18:29 -07:00
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
Yan Chunwei
5999fab146 [https://nvbugs/5427043][fix] cherrypick: request length exceeds max_num_tokens (#7718) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
Yan Chunwei
cb466a846d [None][fix] api stability bug in status label (#7861) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
Guoming Zhang
9f0f52249e [None][doc] Rename TensorRT-LLM to TensorRT LLM for homepage and the … (#7850) 
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
Yan Chunwei
5342c607cd [https://nvbugs/5516710][fix] fix Llama 3.3 TP PP case (#7717) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
xinhe-nv
e30d9aced9
[https://nvbugs/4955671][fix] update test list (#7980) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-25 02:58:09 -07:00
Chuang Zhu
791e73edf6
[https://nvbugs/5536141][fix] fix_disagg_single_gpu_test (#7990) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-25 02:07:22 -07:00
Emma Qiao
cb53261aaf
[None][infra] Unwaive some tests since dev already have a PR to collect more info (#7984) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-25 01:03:13 -07:00
fredricz-20070104
0945403174
[TRTLLM-6541][test] Add NIM perf test cases (#7924) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-09-25 13:15:26 +08:00
Iman Tabrizian
be7e51727e
[https://nvbugs/5456485][bug] unwaive triton test (#7966) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-09-24 17:02:55 -07:00
Iman Tabrizian
da30d496b0
[None][fix] Revert "[None][feat] Return topk logprobs in torch backend (#7756)" (#7969) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-09-24 15:36:38 -07:00
sychen52
5a65af24cd
[OMNIML-2336][feat] Add NVFP4 x FP8 moe kernels (#7821) 
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
 2025-09-24 12:14:35 -07:00
Mike Iovine
42c2ec3239
[https://nvbugs/5473781][fix] Fix llama 4 FP8 for PP>1 (#7220) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-09-24 12:16:27 -04:00
Pamela Peng
b1dc84b4a3
[TRTLLM-7399][test] Add DS-R1/Qwen3 test cases for RTX 6000 (#7662) 
Signed-off-by: Pamela <179191831+pamelap-nvidia@users.noreply.github.com>
Signed-off-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-09-24 11:40:26 -04:00
Yuxian Qiu
48fda86c56
[None][fix] Fix dummy load format for DeepSeek. (#7874) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-09-24 23:03:16 +08:00
Eran Geva
603517f72a
[#7675][feat] CapturedGraph to support max_batch_size > max(cuda_graph_batch_sizes) (#7888) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-09-24 10:11:44 -04:00
HuiGao-NV
c8bda4b3a9
[None][ci] Waive some intermittent failures (#7955) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-24 19:00:38 +08:00
Enwei Zhu
a1a57e83b8
[TRTLLM-5235][feat] Enable regex and EBNF grammar in trtllm-serve (#7925) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-24 18:30:23 +08:00
xinhe-nv
b8bfa63197
[None][chore] add test_w4_1gpu[True-True-cutlass-fp8] & TestKimiK2::test_fp8_blocks… (#7944) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-24 03:25:17 -07:00
QI JUN
18ff1e31b8
[None][ci] remove duplicate test cases (#7956) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-24 17:47:22 +08:00
yufeiwu-nv
f323b74d42
[None][test] Update llm_models_root to improve path handling on BareMetal environment (#7876) 
Signed-off-by: yufeiwu <230315618+yufeiwu-nv@users.noreply.github.com>
Signed-off-by: yufeiwu-nv <230315618+yufeiwu-nv@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-09-24 17:35:57 +08:00
HuiGao-NV
29e63d3bc2
[https://nvbugs/5532248][fix] Fix fused_moe OOM (#7931) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-24 02:22:38 -07:00
QI JUN
946ffcd2eb
[None][ci] optimize test cases of dgx b200 (#7948) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-24 00:39:45 -07:00
Cao Dong
2f8dc6feb0
[None][feat] Return topk logprobs in torch backend (#7756) 
Signed-off-by: Dong Cao <docao@nvidia.com>
 2025-09-24 15:30:39 +08:00
xinhe-nv
62563760fb
[None][chore] update chunked prefill cases (#7921) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-24 15:14:49 +08:00
Pengbo Wang
b890d7fea4
[None][infra] Skip failed test for nvbugs 5537738 (#7946) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-09-23 23:48:50 -07:00
Yueh-Ting (eop) Chen
cf100933cc
[TRTLLM-6341][feature] Support SWA KV cache reuse (#6768) 
This merge request attempts to support more SWA KV cache functionality
inside the KV cache manager. Before this merge request, the KV cache for
sliding window attention (SWA) only holds "window size" number of blocks
and reuse them in a cyclic manner. We will not be able to utilize more
GPU memory with this design, leading to a limited max batch size
throughput. Additionally, we will not be able to support KV cache reuse
with this design.

In this MR, we change such behavior to let the manager write blocks in
a linear manner. With a linear block writing behavior, as the attention
window moves on, the out-of-window (OOW) blocks will be detached. Right
now for the sake of a correct feature first, we directly offload the
OOW block from the primary block pool (GPU memory) to the secondary
block pool (host memory). We will improve this in the future by
delegating the block movement to the eviction policy.

KV cache reuse for SWA is not developed in this merge request and will
be amended in a follow-up merge request.

Writing the blocks linearly, the maximum number of blocks allocated for
a sequence(`GenerationRequest`) is the "max sequence length" specified.
The `GenerationRequest` that stores the cache block bookkeeping
structure will now keep "max sequence length" tokens of blocks.

Given the above, main changes are (more context in the MR):
- Remove "cyclic" concept under the kv cache manager, such concept
  originally guards the block reuse under kv cache manager.
- Add detach mechanism and have it under `KVCacheManager::addToken`.
  Please note that detach is still guarded off for SWA when reuse
  is enabled. A follow-up merge request will proceed to improve this.
- Enforce "max sequence length" to be a non-optional parameter to
  the `KVCacheManager`/`BlockManager`
- Let all window size resource pool get identical proportion of memory
- Fix free memory calculation under `resource_manager.py`

Signed-off-by: eopXD <yuehtingc@nvidia.com>
Co-authored-by: Tomer Asida <tasida@nvidia.com>
 2025-09-24 14:28:24 +08:00
Yuan Tong
70c3b100eb
[#7692][fix] recognize RequestError as per-request error in background handler (#7726) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-09-24 11:11:17 +08:00
Lizhi Zhou
e4f1f90202
[https://nvbugs/5477404][chore] unwaive test_disaggregated_single_gpu.py::test_disaggregated_llama_context_capacity (#7857) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-09-24 10:31:35 +08:00
Venky
6ff0fad75e
[TRTLLM-7015] [feat] Enable prompt_logprobs in pytorch backend (#7580) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-09-23 18:48:10 -07:00
Lizhi Zhou
7550251988
[TRTLLM-7182][test] add multi-nodes test for disagg-serving (#7470) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-09-24 08:31:56 +08:00
mpikulski
9970345919
[TRTLLM-7728][feat] batched sampling by strategy (supersedes enable_mixed_sampler, cf. TRTLLM-7156) (#7294) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-23 16:05:05 -07:00
Zheng Duan
e3c1a9409f
[TRTLLM-6549][fix] add kv cache time output back (#7798) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-09-23 14:12:42 -04:00
Yanchao Lu
6a36349964
[None][test] Waive another intermittent OOM test (#7930) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-23 22:34:09 +08:00
Zheyu Fu
34963ec39c
[None][fix] Assign [] to req.py_draft_tokens instead of None when spec decode is off (#7511) 
Signed-off-by: Zheyu Fu <zheyuf@NVIDIA.com>
 2025-09-23 06:54:18 -07:00
ruodil
05bec3bf0f
[None][test] rename llm_perf_full to llm_perf_core and add missing cases (#7899) 
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
 2025-09-22 23:04:34 -07:00
Pengbo Wang
a4b4ed4535
[None][fix] Fix and add test for TRTLLM MoE backend (#7755) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-09-23 11:26:25 +08:00
Pengbo Wang
08cc7a041f
[https://nvbugs/5355128][fix] Add missing wgmma intrinsic for starcoder (#7643) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-09-23 10:38:58 +08:00
yunruis
126cd707e3
[None][opt] Add batch waiting when scheduling (#7416) 
Signed-off-by: yunruis <205571022+yunruis@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
 2025-09-23 10:27:37 +08:00
Chang Liu
998857bcde
[TRTLLM-7328][feat] E-PD Disagg Support via llmapi (3/N) (#7577) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-22 19:07:18 -07:00
Enwei Zhu
8330d5363a
[TRTLLM-8209][feat] Support new structural tag API (upgrade XGrammar to 0.1.25) (#7893) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-23 09:10:09 +08:00
xxi
d471655242
[TRTLLM-7831][feat] Cherry-pick from #7423 Support fp8 block wide ep cherry pick (#7712) 2025-09-23 08:41:38 +08:00
Enwei Zhu
59f57598a7
[https://nvbugs/5504086][fix] Fix MTP vanilla (#7904) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-23 08:38:28 +08:00
ChristinaZ
be576a3152
[None] [feat] Enable run_post_quant_allgather for MoE TRTLLM backend (#6794) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-09-23 08:24:21 +08:00
Jin Li
b5391b4ac6
[https://nvbugs/5516665][fix] Fix CUTLASS moe fake impl errors (#7714) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-09-22 11:08:39 -07:00
Linda
b1738c3f18
[https://nvbugs/5477359][fix] Removing test waivers (#7877) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-09-22 08:59:13 -07:00
Wanli Jiang
2a30f11d63
[None][chore] Upgrade transformers to 4.56.0 (#7523) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@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>
 2025-09-22 22:20:16 +08:00
Emma Qiao
324301ccba
[None][infra] Skip failed test for nvbugs 5532023 (#7905) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-22 03:49:44 -07:00
Yechan Kim
f77aca9f2c
[TRTLLM-7385][feat] Optimize Qwen2/2.5-VL performance (#7250) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-09-22 03:40:02 -07:00
Bo Deng
8cf95681e6
[TRTLLM-7989][infra] Bundle UCX and NIXL libs in the TRTLLM python package (#7766) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-09-22 16:43:35 +08:00
Emma Qiao
d330d0005c
[None][infra] Waive a failed case on main (#7901) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-22 00:37:01 -07:00
xinhe-nv
9c1b75e978
[TRTLLM-7070][feat] add gpt-oss chunked prefill tests (#7779) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-22 00:12:43 -07:00
Wanli Jiang
f5bfd68a50 [https://nvbugs/5509024][fix] Print full parsed outputs and update keywords for multimodal model (#7670) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Yi Zhang
f9c9c3f50a [https://nvbugs/5355219][fix] Fix trtllm moe backend test config and Qwen3 MoE multi node (#7724) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Ivy Zhang
022bc96fb6 [https://nvbugs/5512734][fix] Update kv cache config for maverick (#7710) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
bhsueh_NV
ef557f880b [https://nvbugs/5437405][fix] cherry-pick PR 7000 (qwen3 235b eagle3 ci) (#7702) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Yanchao Lu
5c8b022d1e [None][ci] Test waives for the release/1.0 branch 09/15 (#7700) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Simeng Liu
99995846b3 [https://nvbugs/5470782][chore] Remove the skip statement in 1.0 rele… (#7573) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
peaceh-nv
541b7fda89 [https://nvbugs/5503423][waive] Waive Llama3.1-70B-FP8 test on RTX PRO 6000 (#7603) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Yan Chunwei
afca2fcbe0 [https://nvbugs/5351244][fix] test_mpi_session (#7501) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Yuxian Qiu
2d46dda6a7 [https://nvbugs/5448754][fix] Download HF model for all nodes. (#6824) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Lizhi Zhou
293d9fb612 [https://nvbugs/5448767][fix] disable kv cache reuse for disagg pp>1 tests (#7354) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Stefan Niebler
8aead224fb
[https://nvbugs/5513423][fix] Correctly respect min_tokens in PyTorch Workflow (#7808) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
Co-authored-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
 2025-09-21 22:15:18 -07:00
peaceh-nv
9dc7316b7f
[https://nvbugs/5512556][unwaive] Unwaive DeepSeek PP tests (#7828) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-09-22 10:26:30 +08:00
dongxuy04
9eb8084ca9
[TRTLLM-7008][fix] cherrypick to main Add automatic shared memory delete if already exist (#7727) 
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
 2025-09-21 11:01:51 -07:00
Ziyi Xiong
897c4dd23b
[https://nvbugs/5517404][fix] Use the correct cuda graph for dynamic spec dec (#7728) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-09-21 08:20:48 +08:00
Yan Chunwei
4509d97780
[TRTLLM-8188][chore] refactor GenerationExecutorWorker with WorkerBase for better code reusing (#7840) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-09-20 06:24:22 -07:00
Chang Liu
2e317a7db6
[https://nvbugs/5520490][fix] Fix intermittent test failures by avoiding external web data pulls (#7879) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-19 17:24:13 -07:00
Mike Iovine
8030b540ac
[https://nvbugs/5522462][fix] Fix FP8 scout illegal memory access (#7845) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-09-19 10:30:37 -04:00
pcastonguay
fbe325ce57
[https://nvbugs/5471108][chore] Unwaiving disagg acc test (#7686) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-09-19 08:56:09 -04:00
Yuxian Qiu
7d28acdbf0
[https://nvbugs/5522332][fix] Pin numpy version for Gemma. (cherry-pick https://github.com/NVIDIA/TensorRT-LLM/pull/7783) (#7797) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-09-19 18:50:40 +08:00
Liao Lanyu
18095a7cb8
[https://nvbugs/5503440][fix] Fix potential hang due to wrong type of ZMQ socket and protocol for worker_init_status_queue (#7646) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-09-19 18:13:33 +08:00
xinhe-nv
efb763402f
[None][chore] Add failed cases into waives.txt (#7841) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-19 17:59:47 +08:00
Ivy Zhang
0ac51487f4
[None][chore] remove cli cases for rtx6k (#7833) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-19 16:33:59 +08:00
Ivy Zhang
6b33bcced2
[None][test] Add accuracy benchmark in stress test (#7561) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-19 16:09:46 +08:00
dominicshanshan
451475e0dc
[None][ci] Waive llama3 auto dtype test bug in https://nvbugs/5527956. (#7853) 
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-19 14:54:59 +08:00
Emma Qiao
ea079fa530
[None][infra] Waive failed tests in post-merge (#7859) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-19 14:16:12 +08:00
ruodil
c5453103d6
[None][test] add deepseek r1/v3 model with chunked prefill cases (#7124) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-09-19 11:12:53 +08:00
fredricz-20070104
fc4e6d3702
[TRTLLM-7183][test] Feature fix model issue for disagg serving (#7785) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-09-19 10:12:55 +08:00
Yuxian Qiu
d6ebcf7c4a
[TRTLLM-6994][feat] FP8 Context MLA integration (Cherry-pick https://github.com/NVIDIA/TensorRT-LLM/pull/6059 from release/1.1.0rc2) (#7610) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-09-19 09:40:49 +08:00
Ziyi Xiong
420f0fbcf5
[https://nvbugs/5522851][fix] Correct the logic to update kv_lens_cuda (#7790) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-09-19 08:11:29 +08:00
QI JUN
7646da2d85
[None][ci] set TORCHINDUCTOR_COMPILE_THREADS correctly (#7800) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-19 07:19:50 +08:00
sunnyqgg
80dd8fe197
[TRTLLM-6746][feat] Enable two-model spec dec for MTP Eagle (#7001) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-09-18 12:05:36 -04:00
Li Min
d921fc3352
[TRTLLM-6898][feat] Add swapab, tileN64, cga sync support for cute dsl nvfp4 gemm (#7764) 
Signed-off-by: Mindy Li <11663212+limin2021@users.noreply.github.com>
 2025-09-18 21:20:04 +08:00
xinhe-nv
d3a907131a
[https://nvbugs/5519462][fix] Add failed cases into waives.txt (#7817) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-18 20:01:06 +08:00
Wanli Jiang
fe104dc20d
[TRTLLM-7918][feat] Support kvcache reuse and chunk prefill for phi4mm (#7723) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-18 17:37:16 +08:00
xinhe-nv
d909f80379
[TRTLLM-7250][fix] Add failed cases into waives.txt (#7807) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-18 17:13:07 +08:00
Wanli Jiang
a7ca0fff54
[TRTLLM-6577][feat] Support nano_v2_vlm in pytorch backend (#7207) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-18 16:26:20 +08:00
dongfengy
2ae08bd1b8
[https://nvbugs/5519530][fix] Fix gptoss 2-gpu test (#7819) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-09-18 16:01:53 +08:00
xinhe-nv
236f71ea05
[None][chore] Add failed cases into waives.txt (#7801) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-18 14:48:16 +08:00
Leslie Fang
870cfcf9a0
[None][chore] Remove executor config in create_py_executor (#7599) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-09-18 14:24:58 +08:00
Li Min
14e455da3e
[None][fix] Fix CI issue for dsl pkg install (#7784) 
Signed-off-by: Mindy Li <11663212+limin2021@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-09-18 13:58:20 +08:00
Ivy Zhang
26d50eb539
[TRTLLM-8070][test] add generation logits case for llama3 (#7759) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-18 13:33:16 +08:00
Yukun He
cd80e0a7f1
[None][fix] Make tile_tokens_dim calculation just in time before kernel launching. (#7529) 
tile_tokens_dim directly depends on the num_token, which is a dynamic shape during tuning and inference. When AutoTuner prepares dummy tensors with different num_tokens, it does not update the value of tile_tokens_dim automatically. Therefore, the value stored in the AutoTuner cache is misaligned, which will introduce a lot of cache misses during inference, which hurts perf a lot.

To avoid this issue, we move the calculation of tile_tokens_dim right before kernel launching, so that the value of tile_tokens_dim is always up to date with the num_tokens of the current input tensor used for the kernel runner.

Also, the tile_tokens_dim is calculated based on the number of tokens of a tuned bucket, instead of the original token number. Because we only tune the value for the buckets, not for the raw input token number, to avoid unexpected misalignment between tile_tokens_dim and the token number.

This PR also removes the warmup requests with the extra input shapes, which are triggered in the CUDA graph warmup phase.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-09-18 10:58:52 +08:00
Yan Chunwei
327e5e5eed
[None][ci] restore unwaive list (#7802) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-09-18 10:50:34 +08:00
Lucas Liebenwein
39eb120b96
[#7308] [feat] AutoDeploy: graph-less transformers mode for HF (#7635) 
Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Co-authored-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
 2025-09-18 10:44:24 +08:00
Netanel Haber
a5cfc8368f
[https://nvbugs/5508536][fix] Revert #7041: Move stop_criteria to sample_async (#7041) (#7796) 
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Mike Iovine <miovine@nvidia.com>
 2025-09-17 21:27:01 -04:00
yunruis
7c03eb9ea2
[https://nvbugs/5516661][fix] Drop waive case 5516661 (#7791) 
Signed-off-by: yunruis <205571022+yunruis@users.noreply.github.com>
 2025-09-18 08:55:32 +08:00
Emma Qiao
c4abca323e
[None][infra] Waive failed tests on main (#7812) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-17 23:44:36 +08:00
William Zhang
2614d71994
[TRTLLM-7410][feat] Enable KV cache reuse and chunked prefill for mistral3.1 (#7628) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-09-17 08:11:16 -07:00
xinhe-nv
f918302b3a
[TRTLLM-7250][fix] waive block tests (#7782) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-17 15:31:03 +08:00
ruodil
e6073b3911
[None][test] add gpt oss model for trtllm perf test (#7328) 
Signed-off-by: Ruodi Lu <ruodil@nvidia.com>
Signed-off-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Ruodi Lu <ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-09-17 15:23:21 +08:00
xinhe-nv
7801d0992b
[None][chore] Remove closed bugs (#7697) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-17 15:14:09 +08:00
QI JUN
d3e680b3c3
[None][ci] waive test_llama_eagle3[True-FLASHINFER-False-False-False-False-True] (#7788) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-17 15:12:55 +08:00
Fanrong Li
523a17d990
[https://nvbugs/5485325][fix] Cherry-pick #7373: fix the CUDA graph warmup issue when using speculative decoding (#7734) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
 2025-09-17 13:57:39 +08:00
QI JUN
bd7aad4988
[None][ci] waive test_llm_gemma_1gpu_summary_vswa (#7781) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-17 10:48:31 +08:00
Lucas Liebenwein
4c3dc89f84
[None][chore] AutoDeploy: clean up of model unit test configuration (#7742) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-09-17 10:42:01 +08:00
Kaiyu Xie
62042a9733
[TRTLLM-6741] [feat] enable LM tp for MTP, under attention dp case (cherry-pick #7128) (#7571) 
Signed-off-by: Cheng Hang <chang@nvidia.com>
Co-authored-by: Cheng Hang <chang@nvidia.com>
 2025-09-17 09:41:32 +08:00
Iman Tabrizian
a91453de34
[None][waive] Waive tests (#7775) 
Signed-off-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
 2025-09-16 19:42:32 -04:00
HuiGao-NV
a49cfb3e68
[https://nvbugs/5516666][fix] cherrypick fix to the CUDA graph warmup issue when using speculative decoding (#7737) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
Co-authored-by: Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-17 06:24:20 +08:00
xinhe-nv
e7c1569456
[None][chore] Add failed cases into waives.txt (#7746) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-16 18:43:40 +08:00
Ziyi Xiong
905bb26bbd
[https://nvbugs/5471106][fix] Remove the waivers (#7711) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-09-16 17:43:39 +08:00
xinhe-nv
c6ab2072b5
[None][fix] waive hang tests on main (#7720) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-16 17:05:15 +08:00
xinhe-nv
1fbea497ff
[TRTLLM-7070][feat] add gpt-oss serve benchmark tests (#7638) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-16 16:39:31 +08:00
amitz-nv
750d15bfaa
[https://nvbugs/5503529][fix] Change test_llmapi_example_multilora to get adapters path from cmd line to avoid downloading from HF (#7740) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-09-16 16:35:13 +08:00
Li Min
b278d06481
[TRTLLM-6898][feat] Add Cute DSL nvfp4 linear op (#7632) 
Signed-off-by: Mindy Li <11663212+limin2021@users.noreply.github.com>
 2025-09-16 14:25:26 +08:00
xinhe-nv
cf55927064
[None][chore] Add failed cases into waives.txt (#7735) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-16 10:58:06 +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
QI JUN
44d5ccfdd9
[None][ci] move qwen3 tests from GB200 to B200 (#7733) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-16 08:12:28 +08:00
Ziyi Xiong
536e8776cd
[TRTLLM-6668][feat] Enable overlap scheduler for two-model spec decoding (#7651) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-09-16 07:33:44 +08:00
Yanchao Lu
0c9430e5a5
[None][ci] Test waives for the main branch 09/15 (#7709) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-15 22:13:56 +08:00
jmydurant
7deefb3d2b
[TRTLLM-7192][feat] optimize MLA chunked prefill && support fp8 mla chunked prefill (#7477) 
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
 2025-09-15 21:43:49 +08:00
ixlmar
965a3dab90
[None][test] add test for min_tokens (#7678) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-15 08:59:23 +01:00
HuiGao-NV
335c007df8
[None][chore] move some cases from post-merge to pre-merge to detect errors in early stage (#7699) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-15 15:37:58 +08:00
Ivy Zhang
ddfe0320b3
[TRTLLM-7279][test] add accuracy test for deepseek-r1 with chunked_prefill (#7365) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-15 13:38:52 +08:00
JunyiXu-nv
a2c45d82c3
[None][chore] Enable multiple postprocess workers tests for chat completions api (#7602) 
Signed-off-by: Junyi Xu <219237550+JunyiXu-nv@users.noreply.github.com>
 2025-09-15 12:16:44 +08:00
xinhe-nv
b69e3e9f99
[None][chore] Add failed cases into waives.txt (#7682) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-15 11:44:52 +08:00
Chang Liu
47e37755a3
[TRTLLM-6903][feat] Support chunked prefill for multimodal models (#6843) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-14 20:10:10 -07:00
Perkz Zheng
1b29c2e731
[None][feat] support gpt-oss with fp8 kv cache (#7612) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-09-15 02:17:37 +08:00
Yanchao Lu
70aa4e28c1
[None][ci] Test waives for the main branch 09/14 (#7698) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-14 23:48:04 +08:00
Pengyun Lin
c2bc39af63
[TRTLLM-1302][feat] Topk logprobs for TRT backend and top1 logprob for PyT backend (#6097) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-09-12 15:32:34 +08:00
Guoming Zhang
ef676fc71f
[https://nvbugs/5513192][fix] Add the missing param for kv_cache_tran… (#7679) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-09-11 19:00:16 +08:00
QI JUN
656f229b58
[None][ci] move some test cases from l40s to a30 (#7684) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-11 07:22:34 +08:00
Emma Qiao
9986070044
[None][infra] Waive failed cases on main 0910 (#7676) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-11 01:43:29 +08:00
Dom Brown
fc9d426589
[https://nvbugs/5505402] [fix] Disable deep_gemm for Qwen3 QKNormRoPEAttention and Linear layers due to accuracy issues (#7616) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-09-10 18:30:48 +01:00
nvamyt
222e01662c
[https://nvbugs/5488212][waive] Waive failed tests for L20 (#7664) 
Signed-off-by: nvamyt <amyt@nvidia.com>
 2025-09-10 22:32:15 +08:00
xinhe-nv
207c5258c4
[https://nvbugs/5494698][fix] skip gemma3 27b on blackwell (#7505) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-10 21:09:27 +08:00
Bo Deng
bf57829acf
[TRTLLM-7871][infra] Extend test_perf.py to add disagg-serving perf tests. (#7503) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-09-10 17:35:51 +08:00
Frida Hou
bbb5ae3349
[#5861][autodeploy] Refactor: Quantization Transforms with Inheritance (#7227) 
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
 2025-09-10 13:00:06 +08:00
Zheyu Fu
c353ff342e
[None][feat] Make the should_use_spec_decode logic a bit smarter (#7112) 
Signed-off-by: Zheyu Fu <zheyuf@NVIDIA.com>
 2025-09-10 12:53:59 +08:00
fredricz-20070104
ef620f3579
[https://nvbugs/5410687][test] Add deepseek r1-w4afp8 quickstart (#7645) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-09-10 10:21:01 +08:00
Guoming Zhang
beefd6413e
[None][fix] fix post-merge issue raised by #5488 (#7655) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-09-10 09:26:27 +08:00
Chang Liu
faa2f46554
[TRTLLM-5059][feat] Enable KV-cache reuse and add E2E tests for llava-next (#7349) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-09 14:51:36 -04:00
Jin Li
d49374bc45
[TRTLLM-7408][feat] Wrap MOE with custom op. (#7277) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-09-09 12:18:56 -04:00
QI JUN
a0e1604898
[None][ci] add DGX_H100-2_GPUs-PyTorch-Others-1 pipeline (#7629) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-09 11:06:32 -04:00
Liao Lanyu
af403848d7
[https://nvbugs/5445466][fix] unwaive DS R1 test cases with bug already fixed (#7429) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
Co-authored-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-09-09 17:25:49 +08:00
Perkz Zheng
da6cb541a2
[None][feat] Optimize MLA kernels with separate reduction kernels (#7597) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-09-09 16:58:44 +08:00
xinhe-nv
8a52015f50
[None][chore] Remove closed bugs (#7591) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-09 04:08:42 -04:00
William Zhang
c53d1814a7
[None][feat] Extend VLM factory and add Mistral3 factory (#7583) 
This commit:

* extends existing factory interfaces to enable Mistral3 in AutoDeploy.
* adds a Mistral3 VLM factory.
* adds various model patches for pixtral (the vision model) and mistral3
  to make the VLM export compliant.
* adjusts checkpoint loading code to take possible parameter name
  conversions into account.
* fixes a sampling bug (the `end_id` needs to be take into account when
  sampling, but it is not included in the stop words' token IDs).

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-09-09 02:47:18 -04:00
Yiqing Yan
5c616da2fd
[TRTLLM-5877][infra] Add fmha tests and auto trigger rules (#6050) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-09 11:33:09 +08:00
Wanli Jiang
1e0669d27a
[https://nvbugs/5453709][fix] Remove transformers version limit in Qwen2VL (#7152) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-09 10:38:20 +08:00
Iman Tabrizian
d96c54d8ae
[None][test] Skip eagle3 test (#7627) 
Signed-off-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
 2025-09-08 17:23:53 -04:00
dongfengy
fdd5bd49fc
[https://nvbugs/5481080][fix] Fix GPTOSS W4A16 reference (#7323) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-09-08 13:59:28 -07:00
Chuang Zhu
77657a1c12
[TRTLLM-7361][feat] KV cache transfer for uneven pp (#7117) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-08 13:37:46 -04:00
Eran Geva
5f2a42b3df
[TRTLLM-6142][feat] AutoDeploy: set torch recompile_limit based on cuda_graph_batch_sizes and refactored (#7219) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-09-08 08:45:58 -04:00
Chang Liu
4a1e13897f
[None][feat] Update multimodal utility get_num_tokens_per_image for better generalization (#7544) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-08 07:42:46 -04:00
bhsueh_NV
219e95569a
[https://nvbugs/5506683][fix] adjust the CI (#7604) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-09-08 15:41:41 +08:00
dominicshanshan
c9dca69e1b
[None][chore] Mass integration of release/1.0 - 3rd (#7519) 
Signed-off-by: Nave Assaf <nassaf@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Bo Deng <deemod@nvidia.com>
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
Signed-off-by: Yifei Zhang <219273404+yifeizhang-c@users.noreply.github.com>
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: Pamela <179191831+pamelap-nvidia@users.noreply.github.com>
Signed-off-by: Hui Gao <huig@nvidia.com>
Signed-off-by: Alexandre Milesi <30204471+milesial@users.noreply.github.com>
Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Signed-off-by: Michal Guzek <mguzek@nvidia.com>
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Jiagan Cheng <jiaganc@nvidia.com>
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
Co-authored-by: Nave Assaf <55059536+Naveassaf@users.noreply.github.com>
Co-authored-by: Yechan Kim <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: brb-nv <169953907+brb-nv@users.noreply.github.com>
Co-authored-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
Co-authored-by: Emma Qiao <qqiao@nvidia.com>
Co-authored-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Co-authored-by: Bo Deng <deemod@nvidia.com>
Co-authored-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
Co-authored-by: yifeizhang-c <219273404+yifeizhang-c@users.noreply.github.com>
Co-authored-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Co-authored-by: Erin <14718778+hchings@users.noreply.github.com>
Co-authored-by: chenfeiz0326 <chenfeiz@nvidia.com>
Co-authored-by: ChristinaZ <83400082+ChristinaZ@users.noreply.github.com>
Co-authored-by: Venky <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: Pamela Peng <179191831+pamelap-nvidia@users.noreply.github.com>
Co-authored-by: HuiGao-NV <huig@nvidia.com>
Co-authored-by: milesial <milesial@users.noreply.github.com>
Co-authored-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: Michal Guzek <moraxu@users.noreply.github.com>
Co-authored-by: peaceh-nv <103117813+peaceh-nv@users.noreply.github.com>
Co-authored-by: Guoming Zhang <137257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
Co-authored-by: pcastonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Linda <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
Co-authored-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Co-authored-by: Jiagan Cheng <jiaganc@nvidia.com>
Co-authored-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
Co-authored-by: Sharan Chetlur <116769508+schetlur-nv@users.noreply.github.com>
Co-authored-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-09-08 14:03:04 +08:00
JunyiXu-nv
504bb7ffa9
[TRTLLM-7779][feat] Support multiple postprocess workers for chat completions API (#7508) 
Signed-off-by: Junyi Xu 
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-09-08 11:11:35 +08:00
Raayan Dhar
8f3121ac81
[None][fix] chore: fixing the math on asymmetric tp+pp tests (#7098) 
Signed-off-by: raayandhar <rdhar@nvidia.com>
 2025-09-07 14:27:46 -04:00
Netanel Haber
0fee8cd028
[TRTLLM-7153] [feat] Move stop_criteria to sample_async (#7041) 
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
 2025-09-07 17:36:49 +03:00
Raayan Dhar
bae9560e62
[https://nvbugs/5448767][fix] sync termination of requests across PP ranks (#7455) 
Signed-off-by: raayandhar <rdhar@nvidia.com>
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
Co-authored-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-09-07 08:45:49 -04:00
Emma Qiao
aea8ac1649
[TRTLLM-5950][infra] Removing remaining turtle keywords from the code base (#7086) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-07 14:26:18 +08:00
Mike Iovine
45390402fc
[https://nvbugs/5502352][fix] Fix 2-model CDL path (#7543) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-09-06 23:53:27 -04:00
Chang Liu
99b98f1374
[TRTLLM-7440][fix] Split fused_input_embed to separate out host sync (#7280) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-06 23:11:39 -04:00
Chang Liu
23500b55c3
[TRTLLM-7398][feat] Support KV cache salting for secure KV cache reuse (#7106) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
 2025-09-06 17:58:32 -04:00
QI JUN
12ecb864c2
[None][chore] share input_ids buffers among different cuda graphs (#7236) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-06 17:49:42 -04:00
dominicshanshan
9a97f0a3b7
[None][ci] Waive qwen3 test for accuracy bug in https://nvbugs/5505402 (#7585) 
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-06 21:29:16 +08:00
QI JUN
525bb806a9
[None][ci] move some test cases of DGX H100 to post merge (#7569) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-06 01:03:38 -04:00
QI JUN
b8183cac2b
[None][ci] Revert "[https://nvbugs/5461761][fix] Remove the waiver (#7476)" (#7584) 2025-09-05 22:02:09 -07:00
Lucas Liebenwein
74105a45d9
[#6120][feat] AutoDeploy: flexible args for sequence interface + AD multi-modal input processor + llama4 VLM example (#7221) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-09-05 22:10:48 -04:00
peaceh-nv
25389c9fe2
[https://nvbugs/5453806][unwaive] Unwaive fp8 kvcache attention test (#7243) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-09-05 12:13:57 -04:00
Emma Qiao
d8ec546b73
[None][infra] Waive failed tests on main branch 0905 (#7564) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-05 22:46:46 +08:00
Ziyi Xiong
79e0296ca0
[https://nvbugs/5461761][fix] Remove the waiver (#7476) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-09-05 15:29:54 +08:00
xinhe-nv
8e3962d278
[TRTLLM-6642][feat] add gptoss 20g tests (#7361) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-05 02:20:28 -04:00
xinhe-nv
b3ba3d98d2
[None][chore] Remove closed bugs (#7408) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-09-05 02:11:16 -04:00
QI JUN
ff3704897b
[None][ci] remove unnecessary test_modeling_deepseek.py (#7542) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-04 20:05:27 -07:00
Jin Li
2189a2f3ff
[https://nvbugs/5483615][fix] Remove unnecessary assertion to let mai… (#7441) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-09-05 10:56:21 +08:00
Shunkangz
bddf183e15
[None][feat] Add Request specific exception (#6931) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-09-04 18:43:42 -04:00
Chang Liu
08a0e06621
[TRTLLM-7410][feat] Support hashing and KV cache reuse for videos (#7360) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
 2025-09-04 14:39:23 -04:00
Yuxian Qiu
48a5270868
[https://nvbugs/5492485][fix] Use offline dataset from llm-models instead. (#7435) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-09-04 09:58:16 -07:00
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
Enwei Zhu
1745102e72
[TRTLLM-7027][feat] Fuse d2t to logitsBitmaskKernel and fix a race condition in one-model spec (#7481) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-09-04 23:30:14 +08:00
Izzy Putterman
26b133f3a7
[None][feat] MultiLayer Eagle (#7234) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-09-04 10:49:13 -04:00
Ivy Zhang
b46e0ae5d4
[None][test] update nim and full test list (#7468) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-04 09:06:01 -04:00
QI JUN
d38b8e3dd9
[None][ci] set TORCHINDUCTOR_COMPILE_THREADS for thop/parallel tests (#7489) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-04 06:04:51 -07:00
kris1025
cce9556858
[https://nvbugs/5485886][fix] Fix resource free of Eagle3ResourceManager (#7437) 
Signed-off-by: linquanh <linquanh@nvidia.com>
 2025-09-04 17:38:13 +08:00
Grzegorz Kwasniewski
3755f8ab7d
[TRTLLM-6342][fix] Fixed triggering BMM sharding (#7389) 
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-09-04 02:01:27 -04:00
Jin Li
2a2dfe273b
[https://nvbugs/5485102][fix] Correctly set stride for piecewise outp… (#7442) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-09-04 10:48:15 +08:00
Stanley Sun
db8eb0a447
[TRTLLM-7876][test] Test trtllm-serve with --extra_llm_api_options (#7492) 
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
 2025-09-04 10:34:38 +08:00
Lizhi Zhou
d97c1e6bd9
[https://nvbugs/5470769][fix] fix disagg-serving accuracy test case (#7338) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-09-04 09:11:01 +08:00
Enwei Zhu
5ff3a65b23
[TRTLLM-7028][feat] Enable guided decoding with speculative decoding (part 2: one-model engine) (#6948) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-03 15:16:11 -07:00
Lizhi Zhou
7c73c2ff4b
[https://nvbugs/5485593][fix] improve accuracy/test_disaggregated_serving.py (#7366) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-09-03 09:38:53 -04:00
Stanley Sun
cebbf48b74
[TRTLLM-7363][test] Add 8-GPU test cases for RTX6000 (#7083) 
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
 2025-09-03 08:36:52 -04:00
Mike Iovine
79d93f9419
[https://nvbugs/5488141][fix] Unwaive llama3 test_eagle3 (#7486) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-09-03 14:10:40 +08:00
Wanli Jiang
4223a9aada
[TRTLLM-7261][feat] Support phi-4 model in pytorch backend (#7371) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-03 10:27:42 +08:00
Daniel Stokes
109f27265c
[None][perf] Add MOE support for dynamic cluster shapes and custom epilogue schedules (#6126) 
Signed-off-by: djns99 <40156487+djns99@users.noreply.github.com>
 2025-09-02 21:54:43 -04:00
Eran Geva
75c1bb6389
[https://nvbugs/5458798][fix] Disabled test_trtllm_bench_backend_comparison due to timeout (#7397) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-09-02 11:21:42 -07:00
Simeng Liu
bcc55bcdf3
[https://nvbugs/5470782][fix] Add specific test names for test_deepseek.py (#7318) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
 2025-09-02 10:31:40 -07:00
Emma Qiao
aae5d22bfe
[None][infra] Waive failed tests on main branch 0902 (#7482) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-02 10:16:49 -04:00
peaceh-nv
90479c50fb
[https://nvbugs/5453992][unwaive] Unwaive llama quickstart test (#7242) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-09-02 20:28:32 +08:00
JunyiXu-nv
eefe5f2093
[TRTLLM-7208][feat] Implement basic functionalities for Responses API (#7341) 
Signed-off-by: Junyi Xu <junyix@nvidia.com>
 2025-09-02 07:08:22 -04:00
HuiGao-NV
7279297717
[None][infra] waive test case failed on post-merge (#7471) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-09-02 06:20:08 -04:00
aalanwyr
c3c95736a1
[TRTLLM-6643][feat] Add DeepSeek-v3-0324 e2e torch test (#7413) 
Signed-off-by: Yaran Wu <28771492+aalanwyr@users.noreply.github.com>
 2025-09-02 17:21:27 +08:00
Ivy Zhang
3799e5d460
[None][test] auto reuse torch empty cache on qa test (#7421) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-09-02 04:44:47 -04:00
Yan Chunwei
f90375f37c
[https://nvbugs/5476580][fix] unwaive test_nvfp4_4gpus (#7454) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-09-02 04:17:14 -04:00
Mike Iovine
b3c57a7042
[TRTLLM-7353][feat] Implement capturable drafting loops for speculation (#7100) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-09-01 14:37:44 -04:00
Emma Qiao
01dfd3af1b
[None][infra] Waive failed case on main 0901 (#7447) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-09-01 23:27:24 +08:00
bhsueh_NV
16e9d1121c
[https://nvbugs/5481087][fix] fix bug of ci when we use mocker (#7332) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-09-01 16:22:45 +08:00
nvamyt
efaefca2c8
[None][test] Update case that not support passing quantization fp8 for pytorch backend (#7302) 
Signed-off-by: nvamyt <amyt@nvidia.com>
 2025-09-01 12:59:21 +08:00
Yiqing Yan
21291f3d8e [None][chore] Remove duplicate test waives (#6999) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Emma Qiao
09bca7ca82 [None][infra] Waive failed tests for release branch 0818 (#6993) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
peaceh-nv
f4dc1ed39c [https://nvbugs/5449218][fix] Fix KvCacheConfig error in test_perf (#6937) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Ivy Zhang
29cdcdb56a [None][fix] update skip config (#6891) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Guoming Zhang
d5bc5cd4f2 [https://nvbugs/5375646][fix] update waives.txt for nvbug 5375646 (#6847) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
William Zhang
d15dcdc4ae [https://nvbugs/5448525][fix] Mistral Small 3.1 accuracy tests (#6909) 
This commit lowers the GPU memory allocated for KV cache in accuracy
tests, and adjusts a threshold for Mistral Small 3.1 24B for FP8.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Yan Chunwei
ac07418968 [None][ci] unwaive test_ptp_star_attention_example (#6943) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
xinhe-nv
b4d41d6604 [TRTLLM-7048][feat] add benchmark TRT flow test for MIG (#6884) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Yan Chunwei
612c26be22 [None][doc] add legacy section for tensorrt engine (#6724) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
2ez4bz
cf0c47ca2d [None][fix] Fix batching bug in Mistral3 model (#6841) 
Prior to this commit, if multiple requests with images were in the same
batch, the batching logic for the images would fail.

This commit fixes it, and adds unit tests for it that were verified to
fail prior to the fix.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
2ez4bz
2480aedb73 [TRTLLM-5252][feat] Add fp8 support for Mistral Small 3.1 (#6731) 
This commit adds some level of FP8 support to Mistral Small 3.1 by:

* disabling quantization for the vision sub-model since `modelopt` does
  support quantizing it (yet).
* extending existing accuracy tests to use a modelopt produced FP8
  checkpoint.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Guoming Zhang
3e99744201 [https://nvbugs/5375594][fix] fix oom issue on structural_tag test case (#6838) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@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>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Ivy Zhang
deba2885c1 [None][fix] fix Llama3 eagle3 test case OOM (#6832) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
xinhe-nv
7841ea6255 [None][chore] waive GB300 known issues (#6812) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Ivy Zhang
c7147d25dc [TRTLLM-6975][test] Add multi-turn test cases for VLM models (#6749) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-01 11:02:31 +08:00
Tian Zheng
e257cb3533
[None][feat] Support NVFP4 KV Cache (#6244) 
Signed-off-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
 2025-09-01 09:24:52 +08:00
xinhe-nv
5f939b9121
[None][chore] Add failed cases into waives.txt (#7342) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-30 00:49:14 -04:00
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
Pengbo Wang @ NVIDIA
62459d533d
[None][chore] Update pre-merge test to add DeepSeek/LLaMA and gpt-oss (#7192) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
Signed-off-by: Pengbo Wang @ NVIDIA <221450789+pengbowang-nv@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
 2025-08-29 17:03:46 +08:00
fredricz-20070104
091b67ad2f
[TRTLLM-7280][test] Add beam search CudaGraph + Overlap Scheduler tests (#7326) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-08-29 02:16:22 -04:00
Chang Liu
31b0f0fb0c
[https://nvbugs/5445466][fix] Eliminate race when loading HF dynamic modules (#7268) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-08-29 12:36:30 +08:00
Richard Huo
ce580ce4f5
[None][feat] KV Cache Connector API (#7228) 
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
Co-authored-by: jthomson04 <jwillthomson19@gmail.com>
Co-authored-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
Co-authored-by: Sharan Chetlur <116769508+schetlur-nv@users.noreply.github.com>
 2025-08-28 23:09:27 -04:00
aalanwyr
085dc19bfa
[TRTLLM-6646][test] NIM migration to TRT-LLM LLMAPI : Add QWQ-32b torch test (#7284) 
Signed-off-by: Yaran Wu <28771492+aalanwyr@users.noreply.github.com>
 2025-08-28 23:09:11 -04:00
Yuan Tong
ccb800f909
[TRTLLM-7457][ci] Update unittest parallel config (#7297) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-08-29 09:28:04 +08:00
Emma Qiao
1e644fa28a
[None][infra] Waive failed tests on main branch 08/26 (#7346) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-29 00:24:08 +08:00
Neta Zmora
08f935681d
[https://nvbugs/5474453][fix] fix path to tested model (#7272) 
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
 2025-08-28 08:01:48 -04:00
Zongfei Jing
53163bf1df
[TRTLLM-6876][feat] Add low precision all2all for mnnvl (#7155) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-08-28 18:26:16 +08:00
QI JUN
ae89163368
[None][ci] skip TestGPTOSS (#7333) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-28 05:01:49 -04:00
William Zhang
4541655e5f
[https://nvbugs/5430124][ci] Unwaive Mistral 3.1 Small tests (#7274) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-28 00:03:32 -04:00
QI JUN
39c9ffda5a
[None][ci] fix test list name (#7321) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-27 22:33:22 -04:00
Pengyun Lin
c1e7fb9042
[TRTLLM-7207][feat] Chat completions API for gpt-oss (#7261) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-08-28 10:22:06 +08:00
bhsueh_NV
9d345b31c0
[https://nvbugs/5453727][fix] unwaive qwen3 CI tests (#7293) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-27 22:58:59 +08:00
Eran Geva
462169bfc9
[https://nvbugs/5458798][fix] AD perf test outliers handling, tightened threshold, re-enabled in CI, fixed mem threshold (#7189) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-08-27 07:57:46 -07:00
QI JUN
d09add5ede
[None][ci] parallelize unit tests of auto deploy in B200 (#7291) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-27 22:32:11 +08:00
Emma Qiao
8dc62ffac4
[None][infra] Waive failed tests on main (#7300) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-27 09:53:33 -04:00
xinhe-nv
f082e4857c
[TRTLLM-7250][fix] waive failed cases (#7292) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-27 18:04:46 +08:00
nvamyt
dbd4f21687
[None][fix] Update maxnt of llama_v3.2_1b bench (#7279) 
Signed-off-by: nvamyt <amyt@nvidia.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-27 16:56:28 +08:00
bhsueh_NV
f167b1fd99
[https://nvbugs/5453727][fix] Fix bug of how GPT-OSS setup the parameters in CI (#7151) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-27 15:26:10 +08:00
QI JUN
e08c7cf17b
[None][ci] remove test_llm_api_autodeploy from B200 test db (#7282) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-27 03:12:30 -04:00
dongxuy04
abdb2735be
[None][fix] Fix possible hang issue in WideEP and move some tests to pre-merge (#7262) 
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
 2025-08-27 01:39:24 -04:00
Yuan Tong
6c7813e821
[TRTLLM-7457][ci] Update & cleanup unittest parallel config (#7254) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-08-27 00:45:58 -04:00
Zhenhuan Chen
d0d8903a7f
[TRTLLM-6960][fix] replace flasky scaled_mm test with more stable config (#7089) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-08-26 20:58:33 -07:00
Shunkangz
ff4047414b
[None][opt] Balance the request based on number of tokens in AttentionDP (#7183) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-08-27 11:16:12 +08:00
Zhou Yuxin
ccb6aadea8
[https://nvbugs/5412456][fix] Remove from waives.txt (#7248) 
Signed-off-by: Zhou Yuxin <yuxinz@nvidia.com>
 2025-08-27 10:05:53 +08:00
Jin Li
028235404b
[TRTLLM-6633][feat] Padding for piecewise cudagraph (#6750) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-26 18:31:33 -04:00
Fridah-nv
0f947c64cb
[None][doc] Update autodeploy README.md, deprecate lm_eval in examples folder (#7233) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
 2025-08-26 10:47:57 -07:00
Void
040f4c70d3
[None][perf] Accelerate global scale calculations for deepEP fp4 combine (#7126) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2025-08-27 00:13:13 +08:00
QI JUN
baef70e67e
[None][ci] move qwen3 tests from b200 to gb200 (#7257) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-26 11:50:53 -04:00
xinhe-nv
80043affb5
[None][chore] Add failed cases into waives.txt (#7251) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-26 17:13:44 +08:00
amitz-nv
23ed0c892d
[https://nvbugs/5477332][fix] Relax atol in test_mamba2_chunk_scan_combined_prefill_chunking (#7215) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-26 10:48:58 +03:00
Zheng Duan
cf50ba2980
[TRTLLM-6549][feat] add perf metrics endpoint to openai server and openai disagg server (#6985) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-08-26 15:34:44 +08:00
Zheng Duan
1a929a1490
[https://nvbugs/5457504][fix] fix kv cache event test in disaggregated worker tests (#7028) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-08-26 14:25:10 +08:00
nvamyt
d8bd8843fc
[None][test] Update qwen3 timeout to 60 minutes (#7200) 
Signed-off-by: nvamyt <amyt@nvidia.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-26 14:18:42 +08:00
qixiang-99
b165f8bc97
fix/improve kvcache allocation in PyTorch runtime (#5933) 
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
 2025-08-26 12:40:22 +08:00
William Zhang
92576488d3
[None][feat] Skip prefetching consolidated safetensors when appropriate (#7013) 
* Why?

Some models (e.g. anything produced by Mistral) can have both sharded
safetensors and a consolidated safetensor in the same checkpoint
directory. In such cases, prefetching both to memory is a waste of time,
and memory.

* What?

This commit skips over consolidated safetensors when they are not the
only safetensor file present in the checkpoint directory

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-25 23:56:21 -04:00
Leslie Fang
20922b7d1f
[None][chore] Create PyExecutor from TorchLlmArgs Part 1 (#7105) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-26 10:42:01 +08:00
ruodil
b845eb7a3a
[None][test] add kv cache size in bench metric and fix failed cases (#7160) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-26 10:10:02 +08:00
Grzegorz Kwasniewski
2101d46d68
[TRTLLM-6342][feat] TP Sharding read from the model config (#6972) 
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-25 15:41:27 -07:00
chenfeiz0326
6a44e5b9d1
[https://nvbugs/5440241][fix] Fix 70B GSM8K Accuracy drop (#6967) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-08-25 22:09:30 +08:00
Emma Qiao
200db3b809
[None][infra] Waive failed tests on main branch (#7201) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-25 09:04:37 -04:00
QI JUN
bea5e07fb7
[None][refactor] refactor the CUDA graph runner to manage all CUDA graphs (#6846) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-25 20:52:05 +08:00
amitz-nv
a1e03af0f4
[TRTLLM-7346][fix] Improve performance of PyTorchModelEngine._get_lora_params_from_requests (#7033) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-25 10:37:40 +03:00
Ivy Zhang
f61b74f796
[None][test] add l20 specific qa test list (#7067) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-25 12:44:08 +08:00
QI JUN
630e67b845
[None][ci] waive test_mamba2_chunk_scan_combined_prefill_chunking[seqlens1-8] (#7194) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-24 23:52:59 -04:00
Yukun He
9c5b464fe0
[None][feat] Apply AutoTuner to fp8_block_scale_deep_gemm to trigger JIT ahead of time. (#7113) 
Because deep_gemm.gp8_gemm_nt will trigger many JIT processes during the inference phase, we need to sweep these shapes ahead of time. Apply the AutoTuner framework to achieve this and retain the potential capability to tune the swap_ab flag.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-08-25 10:48:31 +08:00
Bo Deng
c038fb3ef4
[None][chore] cherry-pick 6940 (#7097) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-25 10:28:45 +08:00
xinhe-nv
3ba9afcc7b
[None][feat] add gpt-osss tests to sanity list (#7158) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-25 10:22:07 +08:00
Bo Deng
6e131602b2
[TRTLLM-7096][infra] Testing cache transmission functionality in Python (#7025) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-25 09:47:39 +08:00
Yiqing Yan
486bc763c3
[None][infra] Split DGX_B200 stage into multiple parts and pre-/post-merge (#7074) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-08-24 21:09:04 -04:00
Robin Kobus
31979aefac
[None] [ci] Reorganize CMake and Python integration test infrastructure for C++ tests (#6754) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-08-24 20:53:17 +02:00
ajrasane
068056677f
[None][chore] Enable auto deploy accuracy test in CI (#7179) 
Signed-off-by: ajrasane <131806219+ajrasane@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-24 08:42:30 -07:00
Yanchao Lu
ec35481b0a
[None][infra] Prepare for single GPU GB200 test pipeline (#7073) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-08-24 21:46:39 +08:00
dongxuy04
19a0ea363b
[TRTLLM-6743][feat] Optimize and refactor alltoall in WideEP (#6973) 
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
Signed-off-by: Dongxu Yang <dongxuy@nvidia.com>
Co-authored-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-08-24 08:15:29 -04:00
Iman Tabrizian
96ff82e77a
[None][fix] Waive test (#7185) 
Signed-off-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
 2025-08-24 10:45:11 +08:00
Izzy Putterman
b36460d7b5
[None][feat] Deepseek: Start Eagle work (#6210) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Mike Iovine <miovine@nvidia.com>
 2025-08-22 12:57:17 -04:00
tomeras91
c232ba8157
[TRTLLM-4921][feat] Enable chunked prefill for Nemotron-H (#6334) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-08-22 12:15:20 -04:00
Suyog Gupta
e3de5758a3
[#7136][feat] trtllm-serve + autodeploy integration (#7141) 
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-22 08:30:53 -07:00
QI JUN
1388e84793
[None][ci] move all B200 TensorRT test cases to post merge (#7165) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-22 06:47:23 -04:00
xinhe-nv
b8b2bd4a0a
[TRTLLM-7245][feat] add test_multi_nodes_eval tests (#7108) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-22 17:17:27 +08:00
Linda
898f37faa0
[None][feat] Enable nanobind as the default binding library (#6608) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-08-22 09:48:41 +02:00
Daniel Cámpora
099f081e03
[TRTLLM-7155][feat] Unify sampler handle logits implementation. (#6867) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-08-22 08:09:30 +02:00
xinhe-nv
4017f7cd6b
[None][chore] Add failed cases into waives.txt (#7109) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-22 10:39:25 +08:00
Wanli Jiang
07c711eb1f
[TRTLLM-6825][fix] Update lora for phi4-mm (#6817) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-08-21 22:00:04 -04:00
dominicshanshan
6f245ec78b
[None][chore] Mass integration of release/1.0 (#6864) 
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: Bo Deng <deemod@nvidia.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
Signed-off-by: raayandhar <rdhar@nvidia.com>
Co-authored-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Co-authored-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: brb-nv <169953907+brb-nv@users.noreply.github.com>
Co-authored-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
Co-authored-by: Bo Deng <deemod@nvidia.com>
Co-authored-by: Guoming Zhang <137257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
Co-authored-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Co-authored-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Co-authored-by: Emma Qiao <qqiao@nvidia.com>
Co-authored-by: Yechan Kim <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
Co-authored-by: Raayan Dhar <58057652+raayandhar@users.noreply.github.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-08-22 09:25:15 +08:00
Daniel Stokes
f7c597ec40
[None][perf] Make finalize fusion part of the tactic selection logic (#6915) 
Signed-off-by: djns99 <40156487+djns99@users.noreply.github.com>
 2025-08-21 14:08:03 -07:00
Fridah-nv
e18dacc931
[#4403][refactor] Move fusion, kvcache, and compile to modular inference optimizer (#7057) 
Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Co-authored-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
 2025-08-21 10:30:36 -07:00
Emma Qiao
344bc4575d
[None][infra] Waive failed case for main branch (#7129) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-22 00:08:55 +08:00
Dimitrios Bariamis
f49dafe0da
[https://nvbugs/5394409][feat] Support Mistral Small 3.1 multimodal in Triton Backend (#6714) 
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Signed-off-by: Dimitrios Bariamis <dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
 2025-08-21 18:08:38 +02:00
bhsueh_NV
ba0a86e0bb
[https://nvbugs/5437405][fix] qwen3 235b eagle3 ci (#7000) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-21 01:17:32 -04:00
xinhe-nv
21f4434404
[None][chore] waive failed cases on H100 (#7084) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-21 11:15:23 +08:00
Chang Liu
75b8a90816
[None][fix] Fix llama4 multimodal by skipping request validation (#6957) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-08-20 21:58:53 -04:00
Yechan Kim
0893afae3d
[TRTLLM-6771][feat] Support MMMU for multimodal models (#6828) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-21 08:54:12 +08:00
bhsueh_NV
73d2daa386
[https://nvbugs/5457489][fix] unwaive some tests (#6991) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-21 08:49:57 +08:00
QI JUN
a918de710a
[None][ci] move some tests of b200 to post merge (#7093) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-20 19:43:40 -04:00
Emma Qiao
f84dd64250
[None][infra] Waive failed tests on main branch 8/20 (#7092) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-20 06:33:44 -04:00
Robin Kobus
b95cab2a7c
[None][ci] move unittests to sub-directories (#6635) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-08-20 05:42:22 -04:00
Iman Tabrizian
e27088421e
[None][infra] "[TRTLLM-6960][fix] enable scaled_mm tests (#6936)" (#7059) 
Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>
 2025-08-20 01:45:09 -04:00
xinhe-nv
9e71b4fda4
[TRTLLM-7205][feat] add llama4 tp4 tests (#6989) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-20 13:22:05 +08:00
Leslie Fang
3f6a9267f1
[None][infra] update feature_combination_matrix of disaggregated and chunked prefill (#6661) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-20 13:14:34 +08:00
Chang Liu
ce53832610
[TRTLLM-7326][feat] Add standalone multimodal encoder (#6743) 
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-08-19 21:42:50 -07:00
Ivy Zhang
fc85e3db1c
[None][fix] fix llmapi import error (#7030) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-19 22:58:13 -04:00
Bo Deng
30da5d3cc4
[None][chore] unwaive test_disaggregated_genbs1 (#6944) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-20 09:57:35 +08:00
Yanchao Lu
d26a5a93ad
[https://nvbugs/5451296][bug] Cherry-pick #7017 from release/1.0 branch (#7043) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
Co-authored-by: Iman Tabrizian <10105175+Tabrizian@users.noreply.github.com>
 2025-08-19 11:25:05 -04:00
pcastonguay
e07fcc3a22
[https://nvbugs/5444937][chore] Fixing KV events tests (#7004) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-08-19 11:18:04 -04:00
zhhuang-nv
7e135d2ea7
[None][feat] Use Separate QKV Input Layout for Context MLA (#6538) 
Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>
 2025-08-19 22:04:48 +08:00
Emma Qiao
8f95f35503
[None][infra] Waive failed tests on main (#7037) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-19 09:31:07 -04:00
Yiqing Yan
07506bccbe
[None][chore] Remove duplicate test waives (#7044) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-19 21:04:31 +08:00
Fanrong Li
655d0f48d0
[https://nvbugs/5455140][fix] unwaive DSR1-fp4 throughput_tp8 (#7022) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-08-19 20:48:05 +08:00
tomeras91
f0bfb49219
[https://nvbugs/5458874][fix] Fix Nemotron-H flaky CUDA graph / overlap scheduler test (#6996) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-08-19 15:45:06 +03:00
xinhe-nv
2c86cee38c
[None][chore] Remove closed bugs (#6969) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-19 16:01:33 +08:00
Shunkangz
54ec2c1af1
[None][opt] Add batch wait timeout in fetching requests (#6923) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-08-19 03:50:08 -04:00
Eran Geva
636c622bb8
[https://nvbugs/5458798][fix] Relaxed test threshold, added documentation (#6997) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-19 00:24:03 -07:00
Ivy Zhang
bff5fdf6df
[TRTLLM-6541][test] Add NIM Related Cases Part 1 (#6684) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-19 13:59:14 +08:00
William Zhang
daa2a65d37
[https://nvbugs/5454875][ci] Unwaive Mistral Small 3.1 test (#7011) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-19 00:32:14 -04:00
fredricz-20070104
e90280a84d
[TRTLLM-6541][test] Add NIM Related Cases [StarCoder2_7B] and [Codestral_22B_V01] (#6939) 
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
 2025-08-19 00:13:04 -04:00
Fanrong Li
816a120af6
[TRTLLM-6991][chore] add DeepSeek-R1 FP8 accuracy tests on Blackwell (#6710) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-08-19 00:03:03 -04:00
Zhenhuan Chen
2bb90ba002
[TRTLLM-6960][fix] enable scaled_mm tests (#6936) 
Signed-off-by: Zhenhuan Chen <chenzhh3671@gmail.com>
 2025-08-19 10:18:04 +08:00
Yi Zhang
a15af879ec
[None][refactor] Refactor Torch Compile Backend, MoeLoadBalancer and warmup Logic (#6615) 
Signed-off-by: yizhang-nv <187001205+yizhang-nv@users.noreply.github.com>
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
 2025-08-19 09:58:44 +08:00
Lizhi Zhou
71e28eab36
[TRTLLM-7014][chore] Add accuracy test for ctx and gen workers with different models (#6741) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-08-19 09:58:22 +08:00
Wanli Jiang
dabebb2c7a
[https://nvbugs/5371480][fix] Enable test_phi3_small_8k (#6938) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-08-19 09:42:35 +08:00
Leslie Fang
e76e5c640f
[None][infra] Enable accuracy test for mtp and chunked prefill (#6314) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-19 07:42:52 +08:00
Yiqing Yan
1ce23545fc
[None][chore] Remove duplicate test waives (#6998) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-18 21:15:49 +08:00
Emma Qiao
69ff32f9b1
[None][infra] Waive failed tests on main 0818 (#6992) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-18 20:34:52 +08:00
Shi Xiaowei
5ec15b98f0
[TRTLLM-7030][fix] uppercase def value in pd-config (#6981) 
Signed-off-by: ShiXiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-08-18 02:33:23 -04:00
Leslie Fang
ce0b13ea02
[None][infra] update feature_combination_matrix of disaggregated and Eagle3 (#6945) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-18 09:18:17 +08:00
Naveassaf
d6322f70b7
[https://nvbugs/5451028][fix] Constrain NemotronSuper test parameters to prevent OOMs (#6970) 
Signed-off-by: Nave Assaf <nassaf@nvidia.com>
 2025-08-17 13:38:36 -04:00
amitz-nv
3a49b47081
[https://nvbugs/5390853][fix] Fix _test_openai_lora.py - disable cuda graph (#6965) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-17 16:56:16 +03:00
Emma Qiao
cc6d763824
[None][infra]Waive failed cases in main branch (#6951) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-17 14:27:59 +03:00
bhsueh_NV
85cbd0263b
[None][feat] Support Yarn on Qwen3 (#6785) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-17 07:21:29 +08:00
Daniel Cámpora
53312eeebd
[TRTLLM-7157][feat] BREAKING CHANGE Introduce sampler_type, detect sampler according to options (#6831) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-08-16 00:27:24 -04:00
brb-nv
9505727d31
[https://nvbugs/5401114][fix] Unwaive Gemma3 tests (#6952) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-15 16:35:02 -07:00
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
dongfengy
0ad0b967bb
[None][fix] Make TP working for Triton MOE (in additional to EP we are using) (#6722) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-08-15 16:58:42 -04:00
ajrasane
4162d2d746
[None][test] Add accuracy evaluation for AutoDeploy (#6764) 
Signed-off-by: ajrasane <131806219+ajrasane@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-15 13:46:09 -04:00
yifeizhang-c
4127d77678
[https://nvbugs/5394392][fix] Enlarge scheduler capacity under disagg bs == 1 (#6537) 
Signed-off-by: Yifei Zhang <219273404+yifeizhang-c@users.noreply.github.com>
 2025-08-15 09:52:06 -07:00
liji-nv
18ccd053d3
[https://nvbugs/5427801][fix] Torch compile support for Llama4 and Ea… (#6858) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-15 11:14:20 -04:00
peaceh-nv
1c1d5d2495
[https://nvbugs/5451373][fix] : Fix the accuracy issue when using FP8 context MLA (#6881) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-08-15 16:53:56 +08:00
xinhe-nv
b23fdfc62f
[None][chore] Add failed cases into waives.txt (#6914) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-15 14:00:16 +08:00
Yanchao Lu
3a987891d8
[TRTLLM-7141][infra] Use repo mirrors to avoid intermittent network failures (#6836) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-08-15 11:16:07 +08:00
Bo Deng
e54ba75dac
[None][fix] Update tests to use standardized uppercase backend identifiers (#6921) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-15 11:14:15 +08:00
Frank
2cc59aacb3
[None][fix] Correct reporting of torch_dtype for ModelConfig class. (#6800) 
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
 2025-08-14 22:46:20 -04:00
Aurelien Chartier
b13a5a99b2
[None][chore] Add tests for non-existent and completed request cancellation (#6840) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-08-14 15:57:01 -07:00
Raayan Dhar
8b237b943b
[https://nvbugs/5441714][chore] remove skip on disagg n-gram test (#6872) 
Signed-off-by: raayandhar <rdhar@nvidia.com>
 2025-08-14 15:45:00 -07:00
Bo Li
26f413ad90
[https://nvbugs/5450262][fix] Fix unsupported alltoall use case (#6882) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-08-14 17:46:54 -04:00
Matthias Jouanneaux
69574ad730
[TRTLLM-5966][feat] Helix: extend mapping to support different CP types (#6816) 
Signed-off-by: Matthias Jouanneaux <mjoux@nvidia.com>
 2025-08-14 09:00:02 -07:00
Emma Qiao
96339c69a9
[None][infra] Waive failed cases on main (#6902) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-08-14 23:59:44 +08:00
Pengbo Wang @ NVIDIA
ffc976ceaf
[https://nvbugs/5445466][fix] fix deepseek r1 hang by not enabling mnnvl by default (#6860) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
 2025-08-14 22:36:56 +08:00
Shi Xiaowei
1095dfd03c
[None][fix] BREAKING CHANGE: Mismatch between docs and actual commands (#6323) 2025-08-14 03:48:57 -04:00
chenfeiz0326
5cd8c0f6cc
[None][test] Add perf-sweep scripts (#6738) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
Co-authored-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-08-14 14:04:47 +08:00
NVJiangShao
a700646132
[None][fix] Add FP4 all2all unitest and fix a bug for module WideEPMoE (#6784) 
Signed-off-by: Jiang Shao <91270701+StudyingShao@users.noreply.github.com>
 2025-08-14 13:35:37 +08:00
Yan Chunwei
0132c1db84
[https://nvbugs/5427043][fix] request length exceeds max_num_tokens (#6821) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-14 13:31:12 +08:00
Bo Deng
d8acca495b
[TRTLLM-6675][infra] Cherry-pick https://github.com/NVIDIA/TensorRT-LLM/pull/6623 (#6735) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-14 04:36:38 +00:00
jmydurant
4200fa46d1
[None][feat] Add support for Hopper MLA chunked prefill (#6655) 
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
 2025-08-14 10:39:26 +08:00
Izzy Putterman
ef53de8eef
[None][feat] Add test for speculative rejection sampler (2-model) (#6542) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-08-13 22:09:35 -04:00
Mike Iovine
7cba883932
[https://nvbugs/5410399][chore] Unwaive mtp llmapi test (#6833) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-08-13 17:38:45 -04:00
Emma Qiao
c7e6145409
[None][infra] Waive failed cases on main (#6863) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-13 09:50:14 -04:00
Anthony Chang
2198587b35
[https://nvbugs/5378031] [feat] Hopper W4A8 MoE supports ModelOpt ckpt for PyT backend (#6200) 
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
 2025-08-13 21:24:40 +08:00
Yukun He
bc5f766e0e
[TRTLLM-4501][feat] AutoTuner tuning config refactor and valid tactic generalization. (#6545) 
* Generalize the definition of tactics so that users can implement more customizable tactic types, making the configurations clearer for each kernel run. 
* Allow the user not to specify the `gen_tuning_buckets` or the `map_to_tuning_buckets` function.
* Other code refactoring.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-08-13 16:25:22 +08:00
Mike Iovine
f68e03e646
[https://nvbugs/5452167][fix] Fix ngram padding issue (#6837) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-08-13 11:23:16 +08:00
Yechan Kim
12102e2d48
[TRTLLM-6772][feat] Multimodal benchmark_serving support (#6622) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-12 19:34:02 -07:00
rakib-hasan
2923eb88a1
[None][fix] Refactoring input prep to allow out-of-tree models (#6497) 
Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
 2025-08-12 20:29:10 -04:00
xinhe-nv
e35fca4272
[TRTQA-2920][chore] improve hang tests (#6781) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-12 18:26:51 +08:00
Sergey Klevtsov
27fc35175e
[None][feat] CUTLASS MoE FC2+Finalize fusion (#3294) 
Signed-off-by: Sergey Klevtsov <sklevtsov@nvidia.com>
 2025-08-12 15:56:48 +08:00
Fridah-nv
0dc4b4e699
[#4403][autodeploy] Refactor: Move more transformations to new inf optimizer, Add quantization_source to factory interface (#6760) 
Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
 2025-08-11 22:02:46 -07:00
Enwei Zhu
7c686ba8de
[TRTLLM-2285][feat] Enable guided decoding with CUDA graph padding and draft model chunked prefill (#6774) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-08-12 09:30:06 +08:00
Ziyi Xiong
b4fcd5f592
[https://nvbugs/5441438][fix] Set correct draft length for the cuda graph dummy request (#6701) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-08-12 09:28:47 +08:00
Jinyang Yuan
ead89a0e40
[None][perf] Improve the performance of online EPLB on Hopper by better overlapping (#6624) 
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
 2025-08-12 09:25:13 +08:00
Chang Liu
be9dd4713c
[https://nvbugs/5385987][fix] Fix Qwen2 quantization issue by pinning transformers version (#6673) 
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-08-11 17:16:49 -07:00
Aurelien Chartier
56bfc3a6d2
[None][chore] Find LLM_ROOT and LLM_BACKEND_ROOT dynamically (#6763) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-08-11 15:18:19 -07:00
rakib-hasan
7ab8112450
[None][fix] Refactoring to avoid circular import when importing torch models (#6720) 
Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
 2025-08-11 18:00:42 -04:00
Emma Qiao
5145e9d40e
[None][infra] Unwaive an updated case to test (#6791) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-11 06:47:33 -04:00
Emma Qiao
d6ad4a9d5b
[None][infra] Waive failed tests on main 0811 (#6778) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-11 03:16:25 -04:00
xinhe-nv
9c358c26e4
[None][chore] remove closed bugs (#6772) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-11 14:39:58 +08:00
Eran Geva
b3e8fa2960
[None][test] Test trtllm-bench AD vs, PT BEs on H100 single gpu (#6487) 
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
Co-authored-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
 2025-08-11 08:33:13 +03:00
Tracin
49bcaa4e95
Add gpt-oss GSM8K test. (#6732) 
Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
 2025-08-10 22:45:43 -04:00
Chuang Zhu
c566a8d2a2
[None][fix] fix same pp disagg (#6730) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-08-10 22:45:15 -04:00
Bo Deng
767879ef85
[https://nvbugs/5431127][fix] Run test_disaggregated_deepseek_v3_lite_fp8_nixl[DeepSeek-V3-Lite-fp8] only on hopper (#6736) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-11 10:05:10 +08:00
Yechan Kim
60073a7ad9
[None][feat] Support SharedTensor on MultimodalParams (#6254) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-10 17:48:24 -07:00
pcastonguay
4142320e53
[https://nvbugs/5444937][fix] Fixing kv_cache_event unit test (#6753) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-08-10 16:45:38 -07:00
shaharmor98
14b36e07d7
[TRTLLM-6174][feat] Enable FP32 mamba ssm cache (#6574) 
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
 2025-08-10 16:27:51 -04:00
Gal Hubara-Agam
3c5aec19c2
[#5048][enhance] AutoDeploy: Optimize prepare_inputs (#6634) 
Optimize prepare_inputs routine in AutoDeploy, as part of the effort to reduce the performance gap compared to the default backend.
This PR includes two major fixes, and some other minor tweaks:
1. Avoid back and forth data copies
2. Optimize position ids update by separating the implementation for generation mode and context mode.

Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-10 13:55:04 +03:00
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
Ye Zhang
bcf5ec0c9a
[None][feat] Core Metrics Implementation (#5785) 
Signed-off-by: Ye Zhang <zhysishu@gmail.com>
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-08-09 02:48:53 -04:00
Stefan Niebler
b8f036f264
[TRTLLM-6650][fix] Enhance CUDA graph + Beam search to correctly handle padding (#6665) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-08-08 14:00:33 +02:00
Leslie Fang
294e0d3dab
[https://nvbugs/5436461][infra] Adjust free_gpu_memory_fraction of test_eagle3 to prevent OOM on CI (#6631) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-08 15:30:47 +08:00
Li Min
d913955952
[TRTLLM-6898][feat] make fused_moe_cute_dsl work on blackwell (#6616) 
Signed-off-by: Mindy Li <11663212+limin2021@users.noreply.github.com>
 2025-08-08 15:03:48 +08:00
ruodil
b15d6fb145
[None][test] fix yml condition error under qa folder (#6734) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-08 15:59:01 +10:00
2ez4bz
064eb7a70f
[TRTLLM-5252][fix] Propagate mapping to intermediate layers (#6611) 
This commit propagates the mapping to intermediate layers to enable
tensor parallelism (amongst other things) in them.

It also fixes issues with a unit test for TP for pixtral, and adds it to a
test list.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-08 01:50:36 -04:00
Enwei Zhu
aee828d98a
[TRTLLM-6854][feat] Enable guided decoding with disagg serving (#6704) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-08-08 12:10:36 +08:00
ruodil
22f45a0e19
[TRTLLM-5252][test] add for mistral_small_3.1_24b perf test (#6685) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-07 22:57:04 -04:00
xinhe-nv
88ced50ca7
[TRTQA-2920][fix] Add failed cases into waives.txt (#6719) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-08 12:54:13 +10:00
Daniel Cámpora
efca359b66
[TRTLLM-6785][feat] BREAKING CHANGE Enable TRTLLM sampler by default (#6216) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-08-07 22:19:37 -04:00
Iman Tabrizian
82276167e6
[None][feat] Add NCCL Symmetric Integration for All Reduce (#4500) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-08-07 17:28:14 -07:00
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
Raayan Dhar
4055b764db
[None][fix] disagg ctx pp4 + gen pp4 integ test (#6489) 
Signed-off-by: raayandhar <rdhar@nvidia.com>
Signed-off-by: Raayan Dhar <58057652+raayandhar@users.noreply.github.com>
 2025-08-07 11:18:02 -04:00
pcastonguay
453a06e6ab
[TRTLLM-6881][feat] Include attention dp rank info with KV cache events (#6563) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-08-07 14:17:07 +02:00
Enwei Zhu
1b9781e8e7
[TRTLLM-6409][feat] Enable guided decoding with speculative decoding (part 1: two-model engine) (#6300) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-08-07 05:53:48 -04:00
peaceh-nv
8ec3b1de10
[None][feat] : Add FP8 context MLA support for SM120 (#6059) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-08-07 16:16:34 +08:00
xinhe-nv
0a467b00cc
[https://nvbugs/5409414][fix] fix Not registered specs (#6660) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-07 17:55:53 +10:00
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
ruodil
6c1f7d8b91
[None][test] correct test-db context for perf yaml file (#6686) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-07 02:47:10 -04:00
amitz-nv
85af62184b
[TRTLLM-6683][feat] Support LoRA reload CPU cache evicted adapter (#6510) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-07 09:05:36 +03:00
YueWeng
157ea77549
[https://nvbugs/5375966][chore] Unwaive test_disaggregated_deepseek_v3_lite_fp8_attention_dp_one (#6658) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-08-07 10:25:17 +08:00
ruodil
780d7507f9
[None][test] remove trt backend cases in release perf test and move NIM cases to llm_perf_nim.yml (#6662) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-07 10:02:13 +10:00
ruodil
f30398470d
[None][chore] update readme for perf release test (#6664) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-07 10:00:45 +10:00
Yan Chunwei
5eae3184fa
[None][chore] add missing tests to test list (#6590) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-06 22:12:27 +08:00
Yechan Kim
1aed7511fe
[https://nvbugs/5430124][fix] Mistral mixture_text_image test case fix (#6648) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-06 06:58:58 -07:00
Iman Tabrizian
13ecb4aced
[https://nvbugs/5328160][fix] Unwaive disaggregated serving tests (#6644) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-08-06 09:08:29 -04:00
Pengyun Lin
79fc2f48c0
[None][chore] Enhance trtllm-serve example test (#6604) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-08-06 20:30:35 +08:00
Zongfei Jing
0ff8df95b7
[https://nvbugs/5433581][fix] DeepGEMM installation on SBSA (#6588) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-08-06 16:44:21 +08:00
ruodil
907c180eb2
[None][test] align kv_frac in perf test with perflab and add more cases for 4 gpus GB200 (#6632) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-06 02:25:57 -04:00
Iman Tabrizian
43bd861ce1
Update allreduce benchmark for torch (#6271) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-08-05 23:25:23 -07:00
ruodil
0bd99b5d6d
[TRTLLM-6764][test] add new feature cases in cluster(B200/GB200) and sanity test (#6650) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-06 01:45:13 -04:00
yunruis
3ff4f503ad
[None][opt] ADP schedule balance optimization (#6061) 
Signed-off-by: yunruis <205571022+yunruis@users.noreply.github.com>
 2025-08-06 09:38:02 +08:00
Yechan Kim
c17f4984e2
[None][feat] Refactor Llava-Next (#6478) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-05 17:53:53 -07:00
Aurelien Chartier
6da95f29a9
[None][feat] Add support for fused gate_up_proj scales for FP8 blockwise (#6496) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-08-05 11:22:32 -07:00
ixlmar
1ebceb790d
[TRTLLM-5508][feat] check input tokens + improve error handling (#5170) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-08-05 18:27:43 +01:00
liji-nv
dcbfa7e509
[https://nvbugs/5252313][fix] Fix torch compile + MTP (#6554) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-05 10:31:29 -04:00
Venky
61da2daeb4
[TRTLLM-6761][refactor] Replace LogitBiasLogitsProcessor with embedding bias tensor system (#6464) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-05 07:14:24 -07:00
Emma Qiao
78a75c2990
[None][Infra] - Split gb200 stages for each test (#6594) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-05 07:10:00 -04:00
xinhe-nv
c32584125e
[TRTQA-2920][fix] Add failed cases into waives.txt (#6600) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-05 20:12:55 +10:00
Pengbo Wang @ NVIDIA
c289880afb
[None][fix] fix kimi k2 serving and add test for Kimi-K2 (#6589) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-08-05 18:05:33 +08:00
Ivy Zhang
08ed9d7305
[None][doc] add introduction doc on qa test (#6535) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-05 17:02:17 +08:00
Ivy Zhang
d101a6cebc
[https://nvbugs/5410279][test] resubmit timeout refactor (#6337) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-05 16:39:25 +08:00
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
Leslie Fang
164acfa31e
[None][infra] Skip test_eagle3 test with device memory check (#6617) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-05 02:36:03 -04:00
ruodil
7625845365
test: add README_release_test.md for perf test (#6443) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-08-05 02:07:42 -04:00
xinhe-nv
a178cea324
[TRTLLM-6856][feat] add disaggregated serving tests to QA list (#6536) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-05 12:47:53 +10:00
xinhe-nv
fe3d607c4b
[TRTQA-2920][fix] Add failed cases into waives.txt (#6581) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-05 12:41:23 +10:00
brb-nv
6135f75f87
[None][chore] Update Gemma3 closeness check to mitigate flakiness (#6591) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-04 10:10:58 -04:00
Olya Kozlova
13cc1c4878
[TRTLLM-5271][feat] best_of/n for pytorch workflow (#5997) 
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
 2025-08-04 14:08:06 +02:00
Ivy Zhang
f3651adea8
[None][test] update invalid test name (#6596) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-04 08:01:05 -04:00
Emma Qiao
5d8a5a0cb8
[None][Infra]Waive failed case in post-merge on main (#6602) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-04 19:39:44 +08:00
brb-nv
87e4e9f468
[None][chore] Add unit test for Gemma3 lora (#6560) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-04 04:56:57 -04:00
Pengyun Lin
a15e33351d
[None][fix] Revert commit 48ddc3d & add test for disagg server with different max_num_tokens (#6259) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-08-04 15:09:51 +08:00
xinhe-nv
a54972e463
[None][fix] remove closed bugs (#6576) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-04 15:52:11 +10:00
Yuan Tong
a2f271c8e0
[TRTLLM-4406][feat] LLM sleep & wakeup Part 1: virtual device memory (#5034) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-08-04 13:51:01 +08:00
Leslie Fang
b9fe0fa7ec
[None][infra] Enable test of chunked prefill with logit post processor (#6483) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-04 01:46:07 -04:00
Leslie Fang
a60190836c
[None][infra] Enable accuracy test for eagle3 and chunked prefill (#6386) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-08-04 01:45:24 -04:00
ruodil
6459725bf9
test: move ministral_8b_fp8 to fp8_specific gpu list(exclude Ampere) (#6533) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-04 15:22:39 +10:00
Ivy Zhang
5eefdf2c75 tests: Add llama4 functional cases (#6392) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-04 11:19:58 +08:00
ruodil
8d82ccca63
test: modify max_lora_rank of phi4_multimodal to 320 (#6474) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-08-04 12:20:22 +10:00
Yechan Kim
ee6ab5be96
chore: add EXAONE4 accuracy test (#6397) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-04 10:14:16 +08:00
Ivy Zhang
7547a7d0a2
[TRTLLM-6473][test] add speculative decoding and ep load balance cases into QA test list (#6436) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-03 22:11:26 -04:00
Yiqing Yan
3f7abf87bc
[TRTLLM-6224][infra] Upgrade dependencies to DLFW 25.06 and CUDA 12.9.1 (#5678) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-03 11:18:59 +08:00
Jhao-Ting Chen
4da5cfc511
[None][infra] add eagle3 one model accuracy tests (#6264) 
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
 2025-08-02 16:07:46 -07:00
Shunkangz
67a3fd858b
[None][feat] Add support of scheduling attention dp request (#6246) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-08-01 20:38:01 -04:00
Richard Huo
31802de0b0
[None][fix] Serialize the window_size in the kv event (#6526) 
Signed-off-by: richardhuo-nv <rihuo@nvidia.com>
 2025-08-01 15:25:18 -07:00
Lizhi Zhou
6f34f3489b
[TRTLLM-6357][test] Add accuracy tests for Qwen3 (#6177) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-08-01 13:33:34 -04:00
xinhe-nv
263c6c0ad0
test: skip post blackwell (#6357) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-01 13:10:14 -04:00
Lucas Liebenwein
5247df6ae2
[AutoDeploy] merge feat/ad-2025-07-22 (#6520) 
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Signed-off-by: Gal Agam <ghubaraagam@cw-dfw-cs-001-login-01.cm.cluster>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: haoguo <67671475+h-guo18@users.noreply.github.com>
Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Co-authored-by: Gal Agam <ghubaraagam@cw-dfw-h100-004-328-012.cm.cluster>
Co-authored-by: h-guo18 <67671475+h-guo18@users.noreply.github.com>
Co-authored-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Eran Geva <19514940+MrGeva@users.noreply.github.com>
 2025-08-01 08:51:08 -07:00
Emma Qiao
16febefee0
[None][Infra] - Skip failed tests in post-merge (#6558) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-08-01 22:21:23 +08:00
brb-nv
7447d6ed85
[TRTLLM-6657][feat] Add LoRA support for Gemma3 (#6371) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-01 09:19:54 -04:00
liji-nv
1daa8c3232
[https://nvbugs/5340941][https://nvbugs/5375785] - fix: Wrap attentio… (#6355) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-01 07:38:06 -04:00
xinhe-nv
fca0d37798
[None][fix] update nemotron nas tests free_gpu_memory_fraction=0.8 (#6552) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-08-01 20:27:22 +10:00
chenfeiz0326
ba5bdbb138
[None][chore] Disable add special tokens for Llama3.3 70B (#6482) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-08-01 17:03:27 +08:00
Yukun He
90856bf97d
[https://nvbugs/5419069][fix] Fix the mismatched layer name components. (#6417) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-08-01 16:32:39 +08:00
Yang Li
ac23f4a80d
[TRTLLM-4279] fix: Add a protection test for checking trtllm custom ops (#6515) 
Signed-off-by: Yang Li <56944310+yali-arch@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-08-01 15:59:09 +08:00
Ivy Zhang
71524a1a48
[https://nvbugs/5419066][fix] Use trt flow LLM (#6467) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-08-01 03:33:07 -04:00
Venky
ad5742b105
[fix] Update get_trtllm_bench_build_command to handle batch size and tokens (#6313) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-01 00:08:09 -04:00
Zongfei Jing
7bb0a78631
Deepseek R1 FP8 Support on Blackwell (#6486) 
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-08-01 10:26:28 +08:00
brb-nv
2eca0d5925
fix: Fix poor generation with FP8 Gemma3 1B checkpoint (#6499) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-31 17:18:23 -07:00
Simeng Liu
8cf3faa26a
[feat] Auto-enable ngram with concurrency <= 32. (#6232) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
Signed-off-by: Mike Iovine <miovine@nvidia.com>
Signed-off-by: Mike Iovine <mike.iovine7@gmail.com>
Co-authored-by: Mike Iovine <miovine@nvidia.com>
Co-authored-by: Mike Iovine <mike.iovine7@gmail.com>
 2025-07-31 18:45:51 -04:00
Ziyi Xiong
8062e0fe7c
[TRTLLM-6392][feat] Support turning on/off spec decoding dynamically (#6363) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-07-31 15:31:39 -04:00
tomeras91
6d5da9f7c2
[https://nvbugs/5404046][fix] Fix Nemotron-H flaky CUDA graph / overlap scheduler test (#6485) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-07-31 21:35:10 +03:00
shaharmor98
0c42f54a39
Bugfix/fix nemotron nas lora support (#6380) 
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
 2025-07-31 13:39:35 -04:00
amitz-nv
1ee7a08d2b
[5830][feat] Improve LoRA cache memory control (#6220) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-07-31 09:26:38 +03:00
Faraz
8e84df74b5
Fix e2e test failure for RTX6000 Pro (#6420) 
Signed-off-by: list <58580514+farazkh80@users.noreply.github.com>
Signed-off-by: Faraz <58580514+farazkh80@users.noreply.github.com>
 2025-07-30 23:32:44 -04:00
xinhe-nv
ca534e4798
test: add accuracy reference (#6479) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-31 12:27:29 +10:00
bhsueh_NV
ae3a5fc918
[doc][ci][Qwen3][nvbugs 5374145] Add Qwen3 235B eagle3 CI (#6477) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-07-31 09:37:23 +08:00
brb-nv
0e16d1f070
test: Add time logging for lora tests (#6466) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-30 14:02:43 -07:00
Anurag Mukkara
fac186e3b5
[nvbug/5409417] Unwaive llava test case (#6460) 
Signed-off-by: Anurag Mukkara <134339030+amukkara@users.noreply.github.com>
 2025-07-30 14:38:47 -04:00
brb-nv
f6287e4498
Unwaive Gemma2 LoRA test on H100 (#6461) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-07-30 12:56:12 -04:00
Bo Deng
24e7f4eece
[nvbug/5410296][fix] Fix OOM in Llama 4 disagg-serve tests (#6439) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-07-31 00:41:37 +08:00
Wanli Jiang
9632dba02e
feat: TRTLLM-6450 update long rope for phi3.5/phi4-mini/phi4-mm (#6353) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-07-30 09:20:16 -07:00
pcastonguay
0f083b9daf
fix: Unwaive triton cpp test [nvbug 5401088] (#6412) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-07-30 11:25:18 -04:00
nv-guomingz
03e38c9087
chore: update trtllm-serve usage doc by removing backend parameter when it use torch as backend. (#6419) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-07-30 11:11:06 -04:00
Chang Liu
b4065d8ca6
[TRTLLM-6654][feat] Add support for external multimodal embeddings (#6263) 
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
 2025-07-30 10:00:15 -04:00
pcastonguay
e7ae5e2824
feat: Add support for disaggregation with pp with pytorch backend (#6369) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Signed-off-by: raayandhar <rdhar@nvidia.com>
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
Signed-off-by: pcastonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: raayandhar <rdhar@nvidia.com>
Co-authored-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2025-07-30 09:42:13 -04:00
tomeras91
a2514d93fc
[nvbug 5380101][fix] Fix nemotronNAS loading for TP>1 (#6447) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-07-30 07:22:32 -04:00
Yechan Kim
22b29df38c
[nvbugs/5414909] fix: Qwen2-VL keyword on L20 (#6427) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-07-30 17:29:55 +08:00
xinhe-nv
d9ab3fd35e
tests: add TestNemotronH cuda graph tests (#6390) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-07-30 18:45:58 +10:00
nv-guomingz
a5540acfce
chore: add trtllm-serve json schema example into doc. (#6418) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-07-30 04:33:08 -04:00
2ez4bz
d6eed1b624
[fix] Switch placement of image placeholder for mistral 3.1 (#6435) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-30 14:10:36 +08:00
xinhe-nv
c00d6763b2
test: [CI] Add failed cases into waives.txt (#6457) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-30 12:36:58 +10:00
Venky
ab40369053
[fix] Move kv_cache_free_gpu_mem_fraction arg to benchmark command in tests (#6463) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-07-30 10:53:43 +10:00
Yechan Kim
d6eb8e2366
fix: support mixture of text & multimodal prompts (#6345) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-07-30 08:52:31 +08:00
Yan Chunwei
ad662ddcdd
chore: disallow arbitrary in llm_args.Configs (#6367) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-29 16:16:52 -04:00
Yan Chunwei
1a6930986a
chore: remove unused kv_cache_dtype in api reference (#6444) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-29 14:57:20 -04:00
Michal Guzek
7efe3cb0cd
[fix] Add detokenization-based stop word logic to LLM API (#5948) 
Signed-off-by: moraxu <mguzek@nvidia.com>
Signed-off-by: Michal Guzek <mguzek@nvidia.com>
 2025-07-29 10:16:59 -07:00
xinhe-nv
f1086e7d4f
test: [CI] remove closed bugs (#6381) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-07-29 19:01:23 +10:00
xinhe-nv
4fbb344caf
test: [CI] Add failed cases into waives.txt (#6423) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-29 19:00:30 +10:00
Yukun He
0eee2e2850
[5385981] fix: Update the usage of VisionAttention init API. (#6413) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-07-29 16:41:48 +08:00
ruodil
e11255e9d0
test:[nvbug 5415268] add kv_cache_free_gpu_mem_fraction param and llama4 rcca cases (#6430) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-07-29 15:52:45 +10:00
Michal Guzek
2573bb729d
feat: Add Phi-4-Mini-Instruct in Pytorch backend for LLM API accuracy tests (#6303) 
Signed-off-by: moraxu <mguzek@nvidia.com>
 2025-07-28 14:02:14 -07:00
Aurelien Chartier
738ab61593
[nvbugs/5404000] fix: waive request_perf_metrics_draft test on pre-Hopper GPUs (#6339) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-07-28 12:36:44 -07:00
2ez4bz
cdca541148
[test] Unwaive mistral3.1 small E2E test (#6352) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-28 14:37:42 -04:00
2ez4bz
60e4d3a9d4
[test] Add accuracy regression test for Mistral3.1 (#6322) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-28 09:41:44 -07:00
ruodil
03632a679f
test: organize perf cases and add missing perflab cases in qa test list (#6283) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-07-28 20:33:32 +10:00
xinhe-nv
971be1fe86
test: waive failed cases (#6394) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-28 20:31:43 +10:00
Yan Chunwei
45d441e60c
[TRTLLM-5061] chore: add status tags to LLM API reference (#5707) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-28 15:57:07 +08:00
Ivy Zhang
2945817cae
[nvbug/5409414, 5355707] tests: adjust batchsize and decoding name (#6292) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-07-28 15:33:30 +08:00
Emma Qiao
b3ca159787
[Infa] - waive failed cases and fix a typo (#6384) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-07-28 02:06:57 -04:00
Chang Liu
dc757799e1
[nvbugs/5401156][fix] Avoid import all models when import trtllm._common (#6266) 2025-07-27 23:29:21 -04:00
Yan Chunwei
908f49a4ad
[nvbug/5320234] fix: test_trtllm_bench_llmapi_launch (#6359) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-28 09:01:10 +08:00
Michal Guzek
08d57123f9
[nvbug/5374773] chore: Add a runtime flag to enable fail fast when attn window is too large to fit at least one sequence in KV cache (#5974) 
Signed-off-by: moraxu <mguzek@nvidia.com>
 2025-07-25 18:10:40 -04:00
Iman Tabrizian
c35c78ff58
[fix][nvbugs/5390810] Improve the check for disaggregated serving test (#6301) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-25 12:47:01 -07:00
nv-guomingz
b8d4cb8beb
feat: Support JSON Schema in OpenAI-Compatible API (#6321) 
Signed-off-by: noiji <52301388+noiji@users.noreply.github.com>
 2025-07-25 12:55:56 -04:00
pcastonguay
3805976e90
fix: Fixing kv_cache_events unit tests [nvbug 5362412] (#6265) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-07-25 08:55:44 -04:00
xiaoqi
a0aecf0476
[feat]: support logit_bias (#5354) 
Signed-off-by: xq25478 <xq25478@qq.com>
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
 2025-07-25 09:37:41 +00:00
xinhe-nv
470544cf17
test: [CI] Add failed cases into waives.txt (#6333) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-25 17:18:06 +10:00
xinhe-nv
6268a60ab3
tests: add test_chunked_prefill for llama4 (#5549) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-24 23:02:00 -04:00
xinhe-nv
2dcfa90e99
test: skip llama3.3 70b test on cg4 (#6293) 
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-24 19:29:56 -07:00
Mike Iovine
0f2f11f90b
[TRTLLM-6453][feat] Support chunked prefill on spec decode 2 model (#6104) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-07-24 21:50:11 -04:00
Shiyu Li
375f74ecb2
[fix][nvbugs/5399355] Fix Lamport buffer clear issue for MNNVL TwoShot Allreduce and add FP16 support. (#6237) 
Signed-off-by: Shiyu Li <shili@nvidia.com>
 2025-07-25 08:01:40 +08:00
Stefan Niebler
0df758ec9f
[TRTLLM-6650][feat] Enhance beam search support with CUDA graph integration (#6217) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-24 18:04:41 +02:00
bhsueh_NV
7b6aadc800
[Fix][nvbug 5401163][nvbug 5404726][Qwen3] Fix bug of MoE on tp > 1 with trtllm moe backend (#6235) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-07-24 21:47:37 +08:00
Emma Qiao
0cc1f8c03d
[Infra] - Wiave failed tests in post-merge (#6331) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-07-24 21:18:06 +08:00
Ivy Zhang
f290108cd8
tests: only get timeout value from pytest marker (#6287) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-07-24 20:51:02 +08:00
liji-nv
14d94a3856
feat: Add non UB AR + Residual + Norm + Quant fusion (#6320) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-07-24 05:51:43 -04:00
Iman Tabrizian
5fceaa6153
Revert "tests: add timeout_manager to tensorrt flow test cases (#5942)" (#6309) 2025-07-23 23:58:10 -04:00
Emma Qiao
82d03ca979
[Infra] - Increase unittest execution time since some test exceeds 1600 (#6277) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-07-24 10:02:28 +08:00
Iman Tabrizian
7740bfa31d
Waive tests (#6312) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-23 18:15:07 -07:00
Lucas Liebenwein
cf4f4e8d73
[AutoDeploy] disable flaky MoE nvfp4 test (#6302) 
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
 2025-07-23 13:13:01 -04:00
Emma Qiao
cb737a5fcd
[Infra] - Skip failed cases (#6299) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-07-23 21:26:31 +08:00
Stefan Niebler
2486eb778e
[TRTLLM-6651][feat] Enable Overlap scheduler + Beam Search in TRTLLM Sampler (#6223) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-23 12:30:50 +02:00
xinhe-nv
2b0fa24175
test: [CI] Add failed cases into waives.txt (#6289) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-23 19:04:21 +10:00
YueWeng
ed62a06eef
[nvbug/5322354] fix PD + MTP + overlap scheduler accuracy issue (#6136) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-07-23 14:53:37 +08:00
Yechan Kim
83c3ed128b
chore: set default device to cpu on Multimodal models (#5994) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-07-22 21:45:31 -07:00
Venky
9538c8d0e5
Add basic Nemo Ckpt Lora Loading in pytorch flow (#6019) 2025-07-22 19:42:45 -07:00
wili
8ecdeee300
[refactor] Simplification of Speculative decoding configs - Part 2 (#5936) 
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
 2025-07-23 09:20:27 +08:00
Iman Tabrizian
bc2fb29c5e
[nvbugs/5401261][fix] Fix Triton backend disaggregated serving support (#6224) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-23 05:27:16 +08:00
Lucas Liebenwein
41fb8aa8b1
[AutoDeploy] merge feat/ad-2025-07-07 (#6196) 
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Gal Hubara-Agam <96368689+galagam@users.noreply.github.com>
Co-authored-by: Neta Zmora <nzmora@nvidia.com>
Co-authored-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Frida Hou  <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Grzegorz Kwasniewski <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-07-23 05:11:04 +08:00
2ez4bz
ab7434ac62
[feat] Enable TP and batching for PixtralVisionModel / Mistral3VLM (#6152) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-22 11:06:41 -07:00
John Calderon
b7c8a672da
[Issue 6193] Fix gemma3vl weight loader (#6233) 
Signed-off-by: John Calderon <johncalesp@gmail.com>
 2025-07-22 10:32:18 -07:00
Linda
60073731ca
fix: bindings unit tests for nanobind (#6221) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-22 14:51:43 +01:00
Stanley Sun
04f2d4b2eb
test: update test list for RTX6KD (#6213) 
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
 2025-07-22 18:55:24 +08:00
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
pcastonguay
310bdd9830 fix: Fix triton backend build [nvbug 5396469] (#6098) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@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
Nikita Korobov
9d26b7891a fix: [5328141] increase tolerance for test_fp8_block_scale_gemm (#5849) 
Signed-off-by: Nikita Korobov <14355239+nekorobov@users.noreply.github.com>
 2025-07-22 12:48:00 +08:00
Yan Chunwei
f194b65f3e fix [nvbug/5351244]: address remote mpi session submit (#5664) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-07-22 12:48:00 +08:00
Bo Li
537757e669 fix: [nvbugs/5351130] Adjust DSV3-Lite tests free_gpu_memory_fraction to 0.75 to prevent OOM on CI. (#5896) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-07-22 12:48:00 +08:00
Bo Li
db77d83a2a
bug: [https://nvbugs/5368507] Fix test_generate_with_seed. (#6206) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-07-22 12:28:38 +08:00
2ez4bz
37d0b68442
[fix] Fix flaky mistral E2E test (#6230) 
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-07-22 11:55:28 +08:00
WeiHaocheng
fddb7f1141
feat: moe prepare support topk % 4 != 0 (#5742) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-07-22 10:42:46 +08:00
Ivy Zhang
eb5cb5b642
tests: add timeout_manager to tensorrt flow test cases (#5942) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-07-22 10:23:41 +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
Simeng Liu
4a0951f85c
[Chore] Replace MODEL_CACHE_DIR with LLM_MODELS_ROOT and unwaive triton_server/test_triton.py::test_gpt_ib[gpt-ib] (#5859) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
 2025-07-21 15:46:37 -07:00
Mike Iovine
9645814bdf
[chore] Clean up quickstart_advanced.py (#6021) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-07-21 15:00:59 -04:00
Yi Zhang
f9b0a911fb
test: Enable GB200 torch compile multi gpu tests (#6145) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
 2025-07-21 22:17:13 +08:00
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
Emma Qiao
e41507a253
[Infra] - Waive failed cases on recent post-merge (#6212) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-07-21 21:00:18 +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
xinhe-nv
b46fd41026
test: [CI] remove closed bugs (#6201) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-07-21 15:40:30 +08:00
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
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
ruodil
6a3c9f8061
test: add phi-4 multimodel and bielik-11b-v2.2 models for perf test (#5826) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-07-21 11:29:19 +10:00
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
bhsueh_NV
2e14c8f443
[Fix][Chore][Qwen3] fix bug of using fp4 on sm120 (#6065) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-07-20 10:25:25 +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
wili
82d3587bb8
[refactor] Unify name of NGram speculative decoding (#5937) 
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
 2025-07-19 12:59:57 +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
Venky
22d4a8c48a
enh: Add script to map tests <-> jenkins stages & vice-versa (#5177) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-07-19 00:50:40 +08:00
Bo Deng
2c6fa145ee
[TRTLLM-6471] Infra: unwaive nixl tests and some disagg-serve tests (#6095) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-07-19 00:48:44 +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