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1fca654bfd
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605 Commits

Author SHA1 Message Date
Yi Zhang
1fca654bfd
tests: Update gb200 test case (#4754) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
 2025-06-04 18:49:20 +08:00
tomeras91
8d31e16877
[TRTLLM-4923][feat] Paged mamba cache (#4822) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-06-04 09:27:08 +03:00
Omer Ullman Argov
e71de2a13e
chore: Mass integration of release/0.20. (#4871) 
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Omer Ullman Argov <118735753+omera-nv@users.noreply.github.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
 2025-06-04 14:12:27 +08:00
Yan Chunwei
ac20159d32
fix: build_config in TorchLlmArgs and avoid invalid args (#4600) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-06-04 13:17:29 +08:00
Yukun He
5fa6fbd989
feat: Enhance AutoTuner inference path and code readability (#4466) 
Fix AutoTuner warmup request generating.
* The current warmup phase creates one request, which is insufficient for the warmup to cover the max_num_tokens. Revise the warmup phase to a batch of requests to cover the max_num_tokens to eliminate potential fallback cases.
Refactor AutoTuner API and reduce host overhead.

Refine (min, opt, max) values of optimization profile setup for get_valid_tactics to achieve the correct canImplement definition.
* Refine cache key assembly process to reduce host overhead and simplify API.
* Fix lru_cache usage to reduce host overhead.
* Move tuning config initialization as a one-time object in tunable runner to reduce host overhead.

Improve tuning config readability.
* Use dataclass to define tuning config.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-06-04 10:53:11 +08:00
Shi Xiaowei
b13f8c9cba
Fix: NVBug 5302895 (#4835) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-06-04 09:31:39 +08:00
Mike Iovine
73389d6531
[fix] Fix llama 4 long context (#4809) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-06-04 07:48:08 +08:00
Nikita Korobov
8043d7a03c
feat: update DeepSeek FP8 TRT-LLM Gen cubins (#4643) 
Signed-off-by: Nikita Korobov <nkorobov@nvidia.com>
 2025-06-03 14:07:54 -07:00
rakib-hasan
d0eb47d33a
[TRTLLM-5053] Refactoring and Unifying the Multimodal input preparation (#4506) 
* refactoring the multimodal input prep

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* adding out-of-tree override option

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* adding exceptional case for llava-next

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* fixing typo

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* addressing review comments, adding placement option, handling tokenizer variations

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* addressing pytest-asyncio behavior change

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

---------

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
 2025-06-03 12:02:07 -07:00
Simeng Liu
2384655c3a
chore: Waive examples/test_mistral.py::test_llm_mistral_v1_1gpu. (#4873) 
Signed-off-by: Simeng Liu <simengl@nvidia.com>
 2025-06-03 14:45:14 -04:00
pcastonguay
01f29ce38b
[nvbug 5294316] fix: Fix queued request stats (#4714) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-06-03 08:33:08 -04:00
Shunkangz
ae9a6cf24f
feat: Add integration of etcd (#3738) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Signed-off-by: BatshevaBlack <132911331+BatshevaBlack@users.noreply.github.com>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Batsheva Black <bblack@login-eos01.eos.clusters.nvidia.com>
Co-authored-by: BatshevaBlack <132911331+BatshevaBlack@users.noreply.github.com>
 2025-06-03 20:01:44 +08:00
Robin Kobus
b9263a8e10
fix: max_num_sequences calculation with overlap scheduling (#4532) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-06-03 09:31:22 +02:00
hlu1
320195dc0d
[Architecture] Refactor FusedMoE (#4790) 
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
Co-authored-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
 2025-06-03 14:02:19 +08:00
Iman Tabrizian
141467d4b6
Add pre-merge Triton backend tests (#4842) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-06-03 00:47:58 -04:00
ruodil
fa93eeee84
shorten reqs in con:1 cases and add streaming cases, and add l2 perf … (#4849) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-06-03 12:28:13 +08:00
Ivy Zhang
8686868531
tests: [TRTQA-2905] improve timeout report for qa test cases (#4753) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-06-03 12:27:27 +08:00
Robin Kobus
e34a1beb72
[nvbugs/5303555] ci: unwaive test_fp8_block_scales_cuda_graph_padding (#4735) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-06-03 10:40:43 +08:00
Fanrong Li
380a5d1690
[https://nvbugs/5271281][fix] fix a pd+mtp accuracy issue (#4536) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-06-03 10:03:34 +08:00
Fanrong Li
13f68338d2
fix: [https://nvbugspro.nvidia.com/bug/5273945] Unwaive tests for bug-5273945 (#4832) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-06-02 22:01:57 +08:00
Yanchao Lu
8166649d03
[Infra] - Minor clean-up and test Ubuntu mirrors (#4829) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-06-02 20:18:20 +08:00
Enwei Zhu
5b4852b7b5
feat: large-scale EP(part 5: Static EP load balancer with offline statistics) (#4695) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-06-02 01:25:02 +08:00
Fanrong Li
7d356efc7d
fix: fix accuracy and illegal memory access issues when using mtp + attention dp (#4379) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-06-02 00:35:52 +08:00
tomeras91
bf9cd11fd4
[TRTLLM-4783][feat] Mamba2 kernel updates for Nemotron-H (#4494) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-06-01 13:56:44 +03:00
amirkl94
8039ef45d3
CI: Performance regression tests update (#3531) 2025-06-01 09:47:55 +03:00
Lucas Liebenwein
491a09b0c6
[AutoDeploy] Increased Model Coverage Mass Migration Week 2 (#4817) 
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: Suguna Velury <178320438+sugunav14@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: sugunav14 <178320438+sugunav14@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-06-01 14:40:29 +08:00
Emma Qiao
202813f054
Check test names in waive list (#4292) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-06-01 14:39:30 +08:00
Enwei Zhu
0087bd27ba
[fix] Fix SamplingParams check on n and best_of (#4655) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-06-01 09:11:55 +08:00
Daniel Cámpora
69c7fe8905
[TRTLLM-4987][feat] Partial support of context logits in TRTLLMSampler (#4538) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-06-01 03:32:43 +08:00
Dom Brown
338d6e9f95
[nvbug 5305210] fix: Resolve nvbug 5305210 (#4759) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-05-31 19:21:06 +08:00
Yan Chunwei
93c0632ee4
opt: the perormance for dist-agg streaming generation (#4214) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-05-31 17:40:32 +08:00
Emma Qiao
c945e92fdb
[Infra]Remove some old keyword (#4552) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-05-31 13:50:45 +08:00
Zheng Duan
54200ee8ac
fix: random fail of cache router test (#4597) 
Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>
 2025-05-30 16:28:19 +08:00
Enwei Zhu
ee916da8f1
test: Waive test_llm_loading_from_ckpt_for_tp2 (#4797) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-05-30 15:43:00 +08:00
xinhe-nv
53794b26f8
test: skip test_llm_hf_gemma_quantization_1gpu_vswa on A100 (#4779) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-05-30 15:12:12 +08:00
Aurelien Chartier
36b87b8671
chore: fix llm_root when LLM_ROOT is not set (#4741) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-05-29 19:44:34 -07:00
Jinyang Yuan
5339d367ce
[perf] Reduce the workspace size of FP4 activation scales for MoE (#4303) 
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
 2025-05-30 09:03:52 +08:00
Yilin Fan
31bb650298
Cherry pick feat/llama4 to main (#4739) 
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
Co-authored-by: Chenfei Zhang <chenfeiz@nvidia.com>
 2025-05-30 05:28:40 +08:00
Jhao-Ting Chen
fcadce9f8d
[fix] Eagle-2 LLMAPI pybind argument fix. (#3967) 
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
 2025-05-29 12:23:25 -07:00
yuanjingx87
2c48ff5898
[feat] add b200 support via slurm (#4709) 
Signed-off-by: Yuanjing Xue <197832395+yuanjingx87@users.noreply.github.com>
 2025-05-29 14:49:46 +08:00
Yan Chunwei
33a9ba55f5
fix: test trtllm-bench mgmn (#4613) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-05-29 14:43:47 +08:00
ruodil
500aca4f44
test: remove perf test l40s/l20 oom test cases and unwaive tests (#4755) 
Signed-off-by: ruodil <200874449+ruodil@users.noreply.github.com>
 2025-05-29 13:58:47 +08:00
QI JUN
058f83e47b
CI: move post-merge multi GPU test of PyTorch backend to H200 (#4733) 
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-05-29 11:15:56 +08:00
Yiqing Yan
7f29a70f53
Waive L0 test (#4748) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-05-29 11:05:27 +08:00
Yan Chunwei
ac17142495
chore: rename ExecutorBindingsWorker/Proxy (#4716) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-05-29 10:32:35 +08:00
Arthur Rasmusson
812b1abf86
feature: KV Cache GPUDirect Storage (#3209) 
Signed-off-by: Arthur Rasmusson <47877520+arthurrasmusson@users.noreply.github.com.>
Co-authored-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Co-authored-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-05-28 23:27:43 +00:00
Erin
820c39041f
chore: [nvbug_5273941] unwaive test_llm_loading_from_ckpt_for_tp2 (#4725) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-05-29 06:54:32 +08:00
Aurelien Chartier
6cf1e4d0a9
chore: add -f to pkill calls (#4711) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-05-29 02:54:31 +08:00
Ivy Zhang
ed3c67e34a
tests: [https://nvbugspro.nvidia.com/bug/5289908] run maverick bf16 on blackwell (#4722) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
 2025-05-28 22:05:51 +08:00
xinhe-nv
93283484c2
test: [CI] Add failed cases into waives.txt (#4688) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-05-28 22:04:35 +08:00