Commit Graph

18 Commits

Author SHA1 Message Date
Yuxian Qiu
a02df6aa4b
fix: re-enable tp/pp for quickstart_advanced.py. (#4766)
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-05-31 19:13:46 +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
Netanel Haber
9cd8148f28
API Breaking Change + Readability: "decoder"->"sampler" (#4121)
* *decoder*->*sampler*; new_tensors_device: dict[str, torch.Tensor] -> device: SampleStateTensors

* **Breaking Change**, as it changes public interfaces, main changes:
* PyTorchConfig [consumed via LLM(pytorch_backend_config)]: Configuration parameters mixed_decoder and enable_trtllm_decoder -> sampler.
* Command-line argument --enable_trtllm_decoder becomes --enable_trtllm_sampler in examples/pytorch/quickstart_advanced.py.

---------

Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
2025-05-16 23:52:25 +08:00
Kaiyu Xie
b4e5df0ee0
Breaking change: perf: Enable scheduling overlap by default (#4174)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-05-15 14:27:36 +08:00
Yi Zhang
91bf5e6a8e
[TRTLLM-3105][feat] Add Piecewise CUDA Graph Support (#3804)
Add Piecewise CUDA Graph Support

Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
2025-05-09 11:04:01 +08:00
YueWeng
b1621e8d4e
feat: add relaxed acceptance for DS (#3865)
* add relaxed acceptance for DS R1

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* clean and update docs

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* fix

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* Modified based on review

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* fix mtp manager issue

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

---------

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-05-01 21:50:36 +08:00
Mike Iovine
bc5fe7800d
[chore] Fix KV cache block reuse flag name in quickstart_advanced (#3781)
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-04-24 06:02:47 +08:00
Daniel Cámpora
1299f27c74
fix: Fix C++ decoder synchronization in PyTorch (#3106)
* Use updateDecoderBuffers in python decoder.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix synchronize in trtllm decoder.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Enable by default.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Use guided_decoder to setup seqslots and free them.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Use always decode_async and update_requests.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update decoder buffers.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix speculative decoding tests.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Send new_tensors_host instead of assuming dict.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Make default False in enable_trtllm_decoder.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Partially fix mtp, partially fix py_executor.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update request states before sending disagg ctx cache.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix disagg test for torch decoder.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Make isend_tensor_list and recv_tensor_list for sending the tensors_host.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix rebase.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Add disagg serving case to guided decoder.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Get overlap scheduling to work.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update cutlass to main.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update after rebasing.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update to use decode async and update requests.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Properly pass information to update_requests

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Make disaggregated serving a step closer to working.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix rebase.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Fix rebase and format.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Copy new device tokens more pythonic.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Restore MTP add dummy reqs.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Add ordereddict import to py_executor.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Added seq slot manager. Add test.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Use transmission for single tensor except when list of tensors is received.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Add TRTLLMDecoder allocation to estimate max kv cache tokens.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Add stream synchronization

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Make memory calculation of decoder adapt to the chosen decoder. Recognize decoder option passed in executorconfig. Make overlap scheduler test run on TinyLlama.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Format

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Add decoder creation to estimate max kv.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Formatting.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update submodule UCXX inline with main.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

---------

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
2025-04-23 23:55:27 +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
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
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
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
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
2ea17cdad2
Update TensorRT-LLM (#2792)
* Update TensorRT-LLM

---------

Co-authored-by: jlee <jungmoolee@clika.io>
2025-02-18 21:27:39 +08:00