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8845e0f065
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Author SHA1 Message Date
QI JUN
8845e0f065
[None][fix] fix ci (#6814) 2025-08-12 02:21:50 -07:00
Shunkangz
ab0d768acf
[None][fix] Fix attention dp log (#6570) 
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-08-12 04:53:09 -04:00
Liao Lanyu
f7c13a4aa7
[TRTLLM-6906][chore] Using pybind to bind functions in thop/attentionOp (#6745) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-08-12 16:45:16 +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
Venky
c9fe07ede6
[TRTLLM-6812][feat] Add standardized GitHub issue templates and disable blank issues (#6494) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-11 13:08:48 -04:00
Zhenhua Wang
7e33ed6d61
[None][chore] always try-catch when clear build folder in build_wheel.py (#6748) 
Signed-off-by: Zhenhua Wang <zhenhuaw@nvidia.com>
 2025-08-11 14:02:17 +02:00
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
Liao Lanyu
a2e9153cb0
[None][doc] Add K2 tool calling examples (#6667) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
Co-authored-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-08-11 16:25:41 +08:00
bhsueh_NV
83dbc6c75d
[TRTLLM-5532][feat] store the block of context request into kv cache (#6683) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-08-11 16:14:52 +08:00
Martin Marciniszyn Mehringer
9a8195ef88
fix: Ensure that Python stub generation works against libnvidia-ml stubs (#6188) 
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
 2025-08-11 09:18:17 +02:00
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
Yiqing Yan
62d6c98d68
[TRTLLM-5633][infra] Force set changed file diff to empty string for post-merge CI (#6777) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-11 02:38:05 -04:00
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
Zero Zeng
4b4b91ab51
[None][feat] improve dataloading for benchmark_dataset by using batch… (#6548) 
Signed-off-by: Zero Zeng <38289304+zerollzeng@users.noreply.github.com>
 2025-08-11 09:50:41 +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
shaharmor98
b6baa9ed9b
[TRTLLM-6823][doc] Add checkpoint refactor docs (#6592) 
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
 2025-08-10 19:47:39 -04:00
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
Yueh-Ting (eop) Chen
199f306984
[None][chore][kv cache manager] Dead code elimination, we no longer record/fetch through WindowBlockManager:: mContextBlocksByHash (#6249) 
No functional change is intended in this MR.

`WindowBlockManager::mCachedBlocksRoot` is now who is responsible
for the bookkeeping of the `KVCacheBlock`, and the `mNextBlocks` is
now the actual hash map that fetches the block.

The `mEnableHashKey` knob and related hashing is removed.

Signed-off-by: eopXD <yuehtingc@nvidia.com>
 2025-08-10 09:10:10 -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
Ziyi Xiong
de472828b9
[TRTLLM-6637][feat] Resolve KV cache divergence issue (#6628) 
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-08-09 23:15:04 +08:00
Yilin Fan
d643aef73c
[Perf] Improve Llama4 performance for small max_seqlen cases (#6306) 
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
 2025-08-09 02:58:31 -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
Yibin Li
97787883c3
[TRTLLM-6420][feat] add support for Eclairv2 model - cherry-pick changes and minor fix (#6493) 
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
 2025-08-08 21:40:48 -04:00
dongfengy
d06675071e
[None][fix] WAR GPT OSS on H20 with Triton MOE (#6721) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-08-08 19:47:09 -04:00
Fridah-nv
cc0f4c87d4
[None][doc] Move AutoDeploy README.md to torch docs (#6528) 
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: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
 2025-08-08 19:11:45 -04:00
Venky
efcb8f7f16
[TRTLLM-7025] [infra] Reorganize CODEOWNERS to rectify examples mapping (#6762) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-08 15:33:08 -07:00
Mike Iovine
90145cf557
[None][feat] Optimize CUDA graph memory usage for spec decode cases (#6718) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-08-08 13:56:53 -04:00
Wanli Jiang
d45236b253
[TRTLLM-6308][feat] Support Aggregate mode for phi4-mm (#6184) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-08-08 20:09:26 +08:00
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
Chuang Zhu
e251f7c00b
[None][fix]revert kvcache transfer (#6709) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-08-08 07:18:53 -04:00
Zheng Duan
ebdc43e69d
[None][feat] move kv cache measure into transfer session (#6633) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-08-08 17:49:22 +08:00
Liao Lanyu
32ad7f3c12
[None][fix] Remove lock related typo in py_executor (#6653) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-08-08 17:48:57 +08:00
JunyiXu-nv
5f45227a93
[https://nvbugs/5437106][fix] Fix llama4 scout TRTLLM attn_backend (#6690) 
Signed-off-by: Junyi Xu <junyix@nvidia.com>
 2025-08-08 17:48:23 +08:00
Yuxian Qiu
9ff4e75f14
[None][refactor] Combine resmooth_to_fp8_e8m0 and transform_sf_into_required_layout (#6654) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-08-08 17:11:41 +08:00
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
Chang Liu
9687bb42b5
[None][doc] Add doc for multimodal feature support matrix (#6619) 
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
 2025-08-08 02:20:29 -04:00