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317 Commits

Author SHA1 Message Date
Erin
f4e7738f65
[None][doc] Ray orchestrator initial doc (#8373) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-14 21:17:57 -07:00
Kaiyu Xie
c822c117ce
[None] [docs] Update TPOT/ITL docs (#8378) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-10-14 20:50:54 -07:00
Kaiyu Xie
040103ab56
[None] [blog] Scaling Expert Parallelism in TensorRT LLM (Part 3: Pushing the Performance Boundary) (#8323) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-10-13 06:37:17 -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
Guoming Zhang
656d73087e
[None][doc] Fix several invalid ref links in deployment guide sections. (#8287) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-10-13 10:22:32 +08:00
Guoming Zhang
a193867f8f
[None][doc] Refine deployment guide by renaming TRT-LLM to TensorRT L… (#8214) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-10-09 17:11:24 +08:00
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
WeiHaocheng
563e588e56
[None][doc] Scaffolding tech blog fix a typo (#8042) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-09-28 10:29:01 -04:00
Guoming Zhang
51aefd1bac
[None][doc] Refine perf overview.md and correct the error link in per… (#8035) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-09-28 16:14:42 +08:00
Chuang Zhu
f98fa0cf8b
[None][feat] Optimize kv cache transfer TEP (#7613) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-09-25 20:20:04 -07:00
Yanchao Lu
7e2521a7f0
[None][chore] Some clean-ups for CUDA 13.0 dependencies (#7979) 
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
 2025-09-26 08:46:11 +08:00
WeiHaocheng
4b0570a0d6
[None][doc] Add acknowledgements in scaffolding tech blog (#7983) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-09-25 08:07:13 -07:00
Yan Chunwei
40c6103ef8 [None][doc] add Llama PP known issue to release note (#7959) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
Guoming Zhang
663ce3a4de [None][doc] fix invalid links in perf benchmarking. (#7933) 
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
Zac Patel
c38d4cf6a6 [None][doc] Update Perf-Overview.md for release/1.0 (#7848) 
Signed-off-by: zpatel <22306219+zbpatel@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
Yan Chunwei
57c098956e [None][doc] add a guide for modifying APIs (#7866) 
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
Guoming Zhang
5ecc8d0ee2 [None][doc] Replace the main in the examples' link with commit id. (#7837) 
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
Guoming Zhang
4a09be40f0 [None][doc] Update docker cmd in quick start guide and trtllm-serve … (#7787) 
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
WeiHaocheng
259cc66c34
[None][doc] scaffolding tech blog part one (#7835) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
Signed-off-by: zheyuf <zheyuf@NVIDIA.com>
Co-authored-by: zheyuf <zheyuf@NVIDIA.com>
 2025-09-25 14:41:59 +08:00
Aurelien Chartier
98726a3bed
[None][chore] Update trtllm-bench documentation on setting FP8 KV cache (#7885) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-09-25 09:28:53 +08:00
Leslie Fang
342014069e
[None][chore] Validate features combination (#7630) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-09-25 08:01:13 +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
Guoming Zhang
edbe270198 [TRTLLM-7958][doc] add 1.0 release notes (#7605) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: pcastonguay <55748270+pcastonguay@users.noreply.github.com>
Signed-off-by: Sharan Chetlur <116769508+schetlur-nv@users.noreply.github.com>
Co-authored-by: pcastonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: Sharan Chetlur <116769508+schetlur-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
ba2864a2c6 [None][doc] Enhance api reference doc by labeling stable APIs (#7751) 
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
Guoming Zhang
e8a3e21b87 [https://nvbugs/5519525][fix] fix doc invalid link for bug 5519525 (#7753) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Guoming Zhang
bc7b50334c [None][doc] Add labels description note into llm api section (#7696) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Guoming Zhang
ab915fb333 [None][doc] Use hash id for external link (#7641) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Guoming Zhang
5c54173054 [None][doc] Fix a invalid link and a typo. (#7634) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Guoming Zhang
8fed8ee066 [None][doc] add blackwell information into support matrix (#6740) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Yan Chunwei
2ffc33921f [https://nvbugs/5416501][doc] add known issues to llmapi doc (#7560) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Co-authored-by: Ryan McCormick <mccormick.codes@gmail.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-22 14:28:38 +08:00
Enwei Zhu
e943a39cbd
[None][doc] Update tech blog12 (#7884) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-20 18:15:39 +08:00
Kanghwan
8fcd11515d
[#7704][chore] Enable MathJax to fix formulas in documentation (#7744) 
Signed-off-by: Kanghwan Jang <861393+karljang@users.noreply.github.com>
 2025-09-19 08:42:26 -07:00
Enwei Zhu
c8cc16d38d
[None][doc] Tech blog: Combining Guided Decoding and Speculative Decoding: Making CPU and GPU Cooperate Seamlessly (#7864) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-09-19 18:38:12 +08:00
dongfengy
026f22eb50
[None][doc] Cherry-pick deployment guide update from 1.1.0rc2 branch to main branch (#7774) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2025-09-18 22:50:26 +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
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
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
QI JUN
39248320d4
[None][feat] add an example of KV cache host offloading (#7767) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-09-17 13:51:15 +08:00
Chang Liu
98f533453a
[TRTLLM-7398][doc] Add doc for KV cache salting support (#7772) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-09-16 14:49:14 -07:00
Guoming Zhang
085271eceb
[None][doc] Clean the doc folder and move the outdated docs into lega… (#7729) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-09-16 11:43:19 +08:00
Shi Xiaowei
809c4d20c0
[None][doc] Fix the link in the doc (#7713) 
Signed-off-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
 2025-09-16 09:50:25 +08:00
Wanli Jiang
e080294725
[TRTLLM-7918][feat] Revert "Support kvcache reuse for phi4mm (#7563)" (#7722) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-15 17:19:44 +08:00
Wanli Jiang
fc9f4c9295
[TRTLLM-7918][feat] Support kvcache reuse for phi4mm (#7563) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-09-15 15:47:00 +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
v-shobhit
0652514c6d
[None][feat] Use a shell context to install dependancies (#7383) 
Signed-off-by: Shobhit Verma <shobhitv@nvidia.com>
Signed-off-by: v-shobhit <161510941+v-shobhit@users.noreply.github.com>
Co-authored-by: Zhihan Jiang <68881590+nvzhihanj@users.noreply.github.com>
 2025-09-10 09:57:37 -07:00
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
Guoming Zhang
7f3f658d5f [None][doc] Rename TensorRT-LLM to TensorRT LLM. (#7554) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-09 12:16:03 +08:00
Guoming Zhang
35dac55716 [None][doc] Update kvcache part (#7549) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-09 12:16:03 +08:00
Guoming Zhang
f53fb4c803 [TRTLLM-5930][doc] 1.0 Documentation. (#6696) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-09 12:16:03 +08:00