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f1655afb0d
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128 Commits

Author SHA1 Message Date
Gabriel Wu
f1655afb0d
feat: enable DeepGEMM by default (#3341) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
 2025-04-08 13:58:57 +08:00
Chuang Zhu
1c88af1378
feat: use cudaMalloc to allocate kvCache (#3303) 2025-04-08 10:59:14 +08:00
Chuang Zhu
f3237e52ed
update readme for disaggregated (#3323) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-04-07 21:29:15 +08:00
Gabriel Wu
376731013d
feat: use NVRTC for DeepGEMM JIT compilation (#3239) 
* feat: use NVRTC for DeepGEMM JIT compilation

Signed-off-by: Zihua Wu 

* fix: add license

Signed-off-by: Zihua Wu

* feat: store NVRTC JIT results in memory by default

Signed-off-by: Zihua Wu


* feat: refinement

Signed-off-by: Zihua Wu

* feat: refinement

Signed-off-by: Zihua Wu

* test: set timeout to 7200

Signed-off-by: Zihua Wu

---------

Signed-off-by: Zihua Wu
 2025-04-07 20:29:23 +08:00
tburt-nv
7a659885e3
chore: remove usernames from comments (#3291) 
Signed-off-by: Tyler Burt <195370667+tburt-nv@users.noreply.github.com>
 2025-04-05 13:44:28 +08:00
Yan Chunwei
b21cfcfed1
chore: refactor the LlmArgs with Pydantic and migrate remaining pybinding configs to python (#3025) 
* make LlmArgs Pydantic

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* amending doc

fix api_stability

fix tests

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* restore yaml groups

refine StackTrace

singleton

clean tests

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* fix trtllm-bench

fix pytorch

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* fix serve distagg

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* fix

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-04-05 13:31:48 +08:00
Pengyun Lin
f25c7cefb4
doc: refactor trtllm-serve examples and doc (#3187) 
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-04-04 11:40:43 +08:00
pcastonguay
b763051ba4
chore: Refactor disaggregated serving scripts (#3073) 
* chore: Refactor to reduce duplicated code in disagg server, reuse trtllm-serve

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Updating README, removing launch script

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Fixing integration tests

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

* Adding scripts to populate urls section of disagg config based on SLURM env vars

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>

---------

Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-04-03 14:55:05 -04:00
Kaiyu Xie
385a01055c
doc: Add serving section for DS V3 document (#3262) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-04-03 21:57:48 +08:00
Fanrong Li
11624a8e96
fix deepseek-v3 mtp doc. (#3272) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Co-authored-by: juney-nvidia <143764042+juney-nvidia@users.noreply.github.com>
 2025-04-03 21:12:17 +08:00
Yechan Kim
c7533d271f
doc: add supported-models on PyTorch example (#3179) 
* doc: add supported-models on PyTorch example

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* remove vision support from Llama3.2

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

---------

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: juney-nvidia <143764042+juney-nvidia@users.noreply.github.com>
 2025-04-03 21:09:25 +08:00
Enwei Zhu
d3948cd9b2
fix: GPT-Next convert failure (#3220) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-04-02 17:14:39 +08:00
WeiHaocheng
e64c565750
doc: add a directory for scaffolding contributors (#3224) 
Signed-off-by: fredw <20514172+WeiHaocheng@users.noreply.github.com>
 2025-04-02 16:08:00 +08:00
brb-nv
1fe3e30356
Add support for Phi-4-mini (#2990) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-04-02 08:34:39 +08:00
Zhanrui Sun
42963baacd
chore: bump version to 0.19.0.dev2025040800 (#3171) 
Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-04-02 08:21:55 +08:00
Fridah-nv
a5f32f46fd
fix: [AutoDeploy] Update README.md (#3072) 
* update support matrix and add toggle list

Signed-off-by: fridah <201670829+Fridah-nv@users.noreply.github.com>

* Update README.md

Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>

* Update README.md

Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>

---------

Signed-off-by: fridah <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: Fridah-nv <201670829+Fridah-nv@users.noreply.github.com>
 2025-04-01 16:16:36 -07:00
Enwei Zhu
b2f69db507
test: Accuracy test improvement (Part 3.1): Extend accuracy test suite with LLM API and initial implementation of trtllm-eval (#3167) 
* add eval_llmapi

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

tmp commit

port to CLI tool

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

move

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

setup llmapi

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

fix spec_dec_algo

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

_update_from_hf_quant_config

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

migrate test_pytorch.py

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

fix fp8 block scales

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

fix fp8 rowwise

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

adj alpha

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

move test_pytorch.py cases

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

move

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

rename test_accuracy.py to test_cli.py

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

clean

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix cnn_dailymail

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* renaming to cli flow

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* rename MMLU

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* rename

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* add error

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-04-01 22:20:29 +08:00
WeiHaocheng
ff35af77ea
feat: refactor scaffolding worker and support openai api worker (#3166) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
Signed-off-by: fredw <20514172+WeiHaocheng@users.noreply.github.com>
 2025-04-01 18:31:52 +08:00
brb-nv
727d78e785
Support prequantized fp8 ckpt for nemotron-mini-4b-instruct (#3046) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-04-01 14:52:09 +08:00
Yan Chunwei
7575dd00e7
add slurm script examples for llm-api (#3135) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-04-01 14:31:57 +08:00
Zhanrui Sun
36ac5e78ed
chore: bump version to 0.19.0.dev2025040100 (#3152) 
Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-03-31 16:36:06 +08:00
bhsueh_NV
322ac565fc
chore: clean some ci of qa test (#3083) 
* move some models to examples/models/contrib

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* update the document

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* remove arctic, blip2, cogvlm, dbrx from qa test list

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* remove tests of dit, mmdit and stdit from qa test

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* remove grok, jais, sdxl, skywork, smaug from qa test list

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* re-organize the glm examples

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix issues after running pre-commit

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix some typo in glm_4_9b readme

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix bug

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

---------

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-03-31 14:30:41 +08:00
musvaage
88e1c90fd0
doc: use alert formatting (#3153) 
Signed-off-by: musvaage <musvaage@users.noreply.github.com>
Co-authored-by: musvaage <musvaage@users.noreply.github.com>
 2025-03-31 07:30:52 +08:00
Mike Iovine
5416966ddb
Add initial EAGLE-3 implementation (#3035) 
Signed-off-by: Mike Iovine <miovine@nvidia.com>
 2025-03-29 22:31:24 +08:00
Erin
c75d7cd684
move BuildConfig functional args to llmargs (#3036) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-03-29 02:20:18 +08:00
Fanrong Li
644a01cbbe
test: Add gpqa tests for DeepSeek models (#3063) 
* Add gpqa accuracy test script
* Add gpqa accuracy tests
* Update DeepSeek-v3 doc
* Update qa test list

---------

Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-03-27 19:47:06 +08:00
Suyog Gupta
047f2b234d
perf: [AutoDeploy] Enable AutoDeploy as a backend in trtllm-bench (#3041) 
* Enable AutoDeploy as a backend in trtllm-bench

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* update how caches are resized

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* fix: files permission from 100755 to 100644

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* some comments

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Fix function name

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* refactor

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Remove spurious change

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Add cursor generated doc strings

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* re-enable ad test

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* some perf cleanup

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* debug ci

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* ensure that overlap scheduler is enabled

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Reorder the tests

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

---------

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-03-26 14:33:14 -07:00
wili
3e035f2219
v1.2 (#3082) 
Signed-off-by: wili <wili@nvidia.com>
 2025-03-26 23:31:29 +08:00
Ivy Zhang
3e116c9687
test: add random image test for llama-3.2-11b-vision (#3055) 
* add random image test for llama-3.2-11b-vision

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>

* rename case

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>

---------

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>
Co-authored-by: Larry <larryx@nvidia.com>

CI got Passed: https://nv/trt-llm-cicd/job/helpers/job/PR_Github/522/
 2025-03-26 15:38:16 +08:00
Aurelien Chartier
0ec7b5701f
chore: Handle qwen2audio inputs ids expansion during processing (#3080) 
* Handle qwen2audio inputs ids expansion during processing

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

* remove more dead code

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

* fix yapf

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

---------

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-03-26 15:00:27 +08:00
Yechan Kim
3c7cb6629c
Add EXAONE-Deep (#3054) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-03-26 14:24:04 +08:00
DylanChen-NV
1ac0566a93
fix: fix for cp > kvHeadNum (#3002) 
* fix for cp > kvHeadNum

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>

* fix for None kv_head_num

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>

---------

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
 2025-03-26 12:39:02 +08:00
Xiaowei Wang
d9acce72bb
doc: Update DeepSeekV3 doc (#3052) 
* Update DeepGEMM and flashMLA related content

* Add single-node command for deepgemm

* Fix spelling

---------

Signed-off-by: xiaoweiw-nv <100599594+xiaoweiw-nv@users.noreply.github.com>
 2025-03-25 18:17:26 +08:00
Zhanrui Sun
c2ffce7dbd
chore: bump version to "0.19.0.dev2025032500" (#3019) 
Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-03-25 10:04:17 +08:00
Yan Chunwei
c29cebf79d
Deprecate model_api examples (#2999) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-03-25 09:37:20 +08:00
Enwei Zhu
705eef68c2
test: Accuracy test improvement (Part 2): Incorporate mmlu to accuracy test suite (#2982) 
* Accuracy test improvement (Part 2)

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* WAR OOM

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

update

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-03-25 07:34:10 +08:00
Pradeep Raj Prabhu Raj
5b4a5014d1
Fix: wrong path to constraints.txt in bloom/requirements.txt (#3003) 
Signed-off-by: Pradeep Raj Prabhu Raj <pradeepraj18062002@gmail.com>
 2025-03-24 23:03:40 +08:00
QI JUN
832ea997f6
chore: Simplify quickstart of PyTorch flow (#3000) 
* simplify quickstart of PyTorch flow

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

* clean

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

---------

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-03-24 14:32:17 +08:00
Michael Gschwind
08b45d1bb9
Update README.md (#2862) 
fix various typos

Signed-off-by: Michael Gschwind <61328285+mikekgfb@users.noreply.github.com>
 2025-03-24 13:46:09 +08:00
bhsueh_NV
7413cb555a
relax the limitation of setuptools (#2992) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-03-24 13:36:10 +08:00
Laikh Tewari
456a850e66
Claim support for QwQ 32B (#2877) 
Signed-off-by: Laikh Tewari <laikhtewari1@gmail.com>
 2025-03-24 13:05:15 +08:00
Enwei Zhu
c03d59817f
fix: LLM API logits processor example comments (#2962) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-03-24 12:22:12 +08:00
Kaiyu Xie
2631f21089
Update (#2978) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-03-23 16:39:35 +08:00
Kaiyu Xie
3aa6b11d13
Update TensorRT-LLM (#2936) 
* Update TensorRT-LLM

---------

Co-authored-by: changcui <cuichang147@gmail.com>
 2025-03-18 21:25:19 +08:00
Kaiyu Xie
9b931c0f63
Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
Kaiyu Xie
225b77667c
Fix .gitmodules (#2852) 2025-03-04 22:34:09 +08:00
Kaiyu Xie
77d7fe1eb2
Update TensorRT-LLM (#2849) 
* Update TensorRT-LLM

---------

Co-authored-by: aotman <chenhangatm@gmail.com>
 2025-03-04 18:44:00 +08:00
Kaiyu Xie
ab5b19e027
Update TensorRT-LLM (#2820) 2025-02-25 21:21:49 +08:00
Kaiyu Xie
2ea17cdad2
Update TensorRT-LLM (#2792) 
* Update TensorRT-LLM

---------

Co-authored-by: jlee <jungmoolee@clika.io>
 2025-02-18 21:27:39 +08:00
Kaiyu Xie
e88da961c5
Update TensorRT-LLM (#2783) 2025-02-13 18:40:22 +08:00