Robin Kobus
30a19fcf7c
[TRTLLM-6291] feat: Add user-provided speculative decoding support ( #5204 )
...
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
2025-07-07 16:30:43 +02:00
Yan Chunwei
dfce61f4b9
[TRTLLM-5530][BREAKING CHANGE] refactor: LLM arglist rename mixed_sampler to enable_mixed_sampler ( #5751 )
...
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-07-07 17:05:14 +08:00
HuiGao-NV
10c50515c2
fix: Add back allreduce_strategy parameter into TorchLlmArgs ( #5637 )
...
Signed-off-by: Hui Gao <huig@nvidia.com>
2025-07-02 09:49:20 +08:00
Aurelien Chartier
fa95e402a5
feat: add LLmArgs option to force using dynamic quantization ( #5346 )
...
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
2025-07-01 12:16:09 -07:00
Yan Chunwei
98a7c24062
chore [TRTLLM-6009]: remove ptuning knobs from TorchLlmArgs ( #5595 )
...
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-30 20:40:23 +08:00
nv-guomingz
578430e64c
[TRTLLM-5530][BREAKING CHANGE]: enhance the llm args pytorch config part 1(cuda_graph_config) ( #5014 )
...
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
2025-06-30 11:05:40 +08:00
Aurelien Chartier
833c0dea4a
[TRTLLM-6104] feat: add request_perf_metrics to LLMAPI ( #5497 )
...
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
2025-06-27 17:03:05 +02:00
Enwei Zhu
fc7a81ceb0
test: Add LLGuidance test and refine guided decoding ( #5348 )
...
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-06-25 14:12:56 +08:00
Yan Chunwei
9bd42ecf9b
[TRTLLM-5208][BREAKING CHANGE] chore: make pytorch LLM the default ( #5312 )
...
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-20 03:01:10 +08:00
Kaiyu Xie
7246fd75d1
feat: Support stream_interval ( #5284 )
...
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-06-19 21:57:10 +08:00
Izzy Putterman
e607768e45
Speculation: Draft Target in new FW ( #4558 )
...
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
2025-06-17 02:26:08 +08:00
Yilin Fan
dd29063538
[feat] Add llm args to tune python gc threshold ( #5141 )
...
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
2025-06-16 17:45:22 +08:00
Yan Chunwei
c84e41fd9d
fix: build_config in TorchLlmArgs and avoid arbitrary args ( #4972 )
...
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-06-15 17:51:56 -07:00
HuiGao-NV
dfeeaf6746
Move allreduce_strategy from committed api to reference ( #5147 )
...
Signed-off-by: Hui Gao <huig@nvidia.com>
2025-06-12 21:00:20 +08:00
HuiGao-NV
43192379af
Use backend to replace macro to control enablement of MNNVL all reduce ( #4635 )
...
Signed-off-by: Hui Gao <huig@nvidia.com>
2025-06-12 11:22:49 +08:00
QI JUN
b8c5e3892b
Revert "fix: build_config in TorchLlmArgs and avoid invalid args" ( #4949 )
...
Signed-off-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-06-05 17:43:30 +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
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
Yan Chunwei
5506f60037
chore [BREAKING CHANGE]: Flatten PyTorchConfig knobs into TorchLlmArgs ( #4603 )
...
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-28 18:43:04 +08:00
Thor Johnsen
5d438be59a
[TRTLLM-5000][feat] Pytorch implementation of ngram drafter ( #3936 )
...
* v1.5
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
v1.5.4 Add back draft_overhead to spec dec stats
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
* v1.5.5: fix CI error
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
* v1.6: fix CI error 8196 > 8192
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
* Address reviewer concerns
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
* Address reviewer concerns
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
* precommit run
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
* v2.0: Address reviewer concerns
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
* v2.1: add fix from wili
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
* Revert changes that require use of TypeAlias because that requires python version >= 3.10
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
---------
Signed-off-by: Thor Johnsen <41591019+thorjohnsen@users.noreply.github.com>
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
2025-05-21 10:40:00 +08:00
shaharmor98
27afcb9928
add changes for fp8, nemotron-nas, API ( #4180 )
...
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
2025-05-18 23:27:25 +08:00
Yixin Dong
c90ebadd84
feat: Support the Structural Tag in guided decoding ( #4066 )
...
* finish
Signed-off-by: Ubospica <ubospica@gmail.com>
* update
Signed-off-by: Ubospica <ubospica@gmail.com>
* update
Signed-off-by: Ubospica <ubospica@gmail.com>
* fix
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* exc overlap scheduler
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* add test
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* fix api ref
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
---------
Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-12 17:24:50 +08:00
Yan Chunwei
0c26059703
chore: Cleanup deprecated APIs from LLM-API (part 1/2) ( #3732 )
...
* beam_width and max_new_token
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
* remove beam_width
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
* remove min_length
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
* remove return_num_sequences
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
---------
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-07 13:20:25 +08:00
Enwei Zhu
c28b90984f
[TRTLLM-3925, https://nvbugs/5245262 ] [fix] Normalize LLM.generate API ( #3985 )
...
* 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>
2025-05-07 11:06:23 +08:00
Erin
cba1793cda
cleanup logprob params ( #4039 )
...
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
2025-05-07 00:50:16 +08:00
Erin
8fe7bdeacf
feat: LogitsProcessor in PyTorch backend ( #3145 )
...
* support lp in pytorch backend
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
* fix tp
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
---------
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
2025-05-01 14:15:30 -07:00
Erin
83f37614ef
feat: Support Top-K logprobs and prompt_logprobs in LLMAPI ( #3388 )
...
* support return logprob in llmapi
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
update and add test
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
stability test
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
* revert removal of old flag
Signed-off-by: Erin Ho <erinh@nvidia.com>
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
---------
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Signed-off-by: Erin Ho <erinh@nvidia.com>
2025-05-01 12:47:14 -04:00
Chuang Zhu
e2318756ed
cacheTransceiver buffer manager ( #3798 )
...
* cacheTransceiver buffer manager
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
* fix args
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
* cpp kvCacheManager
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
* format
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
---------
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
2025-04-27 11:48:15 +08:00
Zongfei Jing
1e5af736ea
Add smart router for moe ( #3641 )
...
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-04-23 12:21:59 +08:00
shaharmor98
5fff8f0935
Add running E2E LoRA flow ( #3648 )
...
* add passing E2E LoRA flow
Signed-off-by: Shahar Mor <smor@nvidia.com>
* add experimental feature
Signed-off-by: Shahar Mor <smor@nvidia.com>
* fix llma_args definition
Signed-off-by: Shahar Mor <smor@nvidia.com>
* decreased manually size of max loras to address OOM
Signed-off-by: Shahar Mor <smor@nvidia.com>
---------
Signed-off-by: Shahar Mor <smor@nvidia.com>
2025-04-23 11:19:41 +08:00
hlu1
31624b079a
feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend ( #3387 )
...
* Add TRT-LLM Gen MOE to Deepseek
fix fused moe rebase bug.
Fix atol in test_fp4_gemm_quantize.py
fix fused moe rebase bug.
Fix FusedMoe.
Disable 2nd routing kernel preexit
Bump routing reduction to fp32
Disable PDL for fc1
[DEBUG] Lift token limit to 16k
[Bugfix] Token limit to 16k + fp32 routing + tanh
Make fp8 tileN 8
Fix FP8 MoE + Remove redundent temp output for FP4
[FP8-only] Avoid wasting CTAs for activation kernel
fix: unblock FP8 weightloading with trtllm-gen
Remove max_token limit for trtllm-gen path
perf: avoid type-conversion and fill_ from aten
Minor fix
Signed-off-by: Hao Lu <haolu@nvidia.com>
* Fix rebase issues
Signed-off-by: Hao Lu <haolu@nvidia.com>
* Fix compile issue
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
* CI clean
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
---------
Signed-off-by: Hao Lu <haolu@nvidia.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-04-21 10:01:33 +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
wili
34e63d07e6
feat: Variable-Beam-Width-Search (VBWS) Part2 ( #3133 )
...
* feat: Variable-Beam-Width-Search Part2
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search Part2
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search Part2, fix CPP tests
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search Part3, simplify CPP tests
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search Part4, move beam_width_array param
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search, fix CI error
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search part2
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search part2
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search part2, fix pre-commit
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
* feat: Variable-Beam-Width-Search part2, fix review
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
---------
Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@user.noreply.github.com>
2025-04-02 12:31:28 +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
wili
3e035f2219
v1.2 ( #3082 )
...
Signed-off-by: wili <wili@nvidia.com>
2025-03-26 23:31:29 +08:00
Enwei Zhu
224469b096
test: [TRTLLM-4334] Create 1.0 criteria scope from API stability references ( #3069 )
...
* committed APIs validation
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* fix
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* clean name
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* separate
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* add TODOs
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
* fix naming
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>
2025-03-26 18:14:35 +08:00
Yan Chunwei
531b98ed62
feat: Add several pure python configs to LlmArgs ( #2997 )
...
* add SchedulerConfig
* add PeftCacheConfig
2025-03-24 16:16:17 +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
