TensorRT-LLMs/tensorrt_llm/_torch
Yukun He 56c20665a9
[TRTLLM-4501][feat] Add input tensor pre-hook function API for the tuning process. (#6924)
Some tunable ops require a more realistic data distribution, for instance, a shape-associated tensor. Thus, a customizable pre-hook function can be declared in the tuning config to modify the input tensor before the tuning process.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
2025-10-15 21:18:11 +08:00
..
attention_backend [TRTLLM-8536][feat] Add the sparse attention framework and one use case--RocketKV support (#8086) 2025-10-14 08:23:16 -07:00
auto_deploy [None][feat] AutoDeploy: VLMs with subgraphs + cudagraph/compile (#8203) 2025-10-13 17:34:09 -07:00
compilation [None][chore] Mass integration of release/1.0 - 3rd (#7519) 2025-09-08 14:03:04 +08:00
custom_ops [TRTLLM-4501][feat] Add input tensor pre-hook function API for the tuning process. (#6924) 2025-10-15 21:18:11 +08:00
cute_dsl_kernels [TRTLLM-6898][feat] Add swapab, tileN64, cga sync support for cute dsl nvfp4 gemm (#7764) 2025-09-18 21:20:04 +08:00
debug Add debug hook to support dump tensor data and add new debug functions easily (#5182) 2025-06-24 17:45:28 +08:00
distributed [TRTLLM-7349][feat] Adding new orchestrator type -- ray (#7520) 2025-10-04 08:12:24 +08:00
models [None][chore] update torch_dtype -> dtype in 'transformers' (#8263) 2025-10-15 17:09:30 +09:00
modules [OMNIML-2336][feat] w4a8 nvfp4 fp8 exports scale factor properly (#8180) 2025-10-15 13:41:27 +08:00
peft [TRTLLM-7346][fix] Improve performance of PyTorchModelEngine._get_lora_params_from_requests (#7033) 2025-08-25 10:37:40 +03:00
pyexecutor [None][chore] set the default value of max_num_tokens explicitly (#8208) 2025-10-14 23:03:02 -07:00
shared_tensor [1/N][TRTLLM-5195][feat] Share PyTorch tensor between processes (#5396) 2025-07-10 05:12:53 +09:00
speculative [TRTLLM-7412][feat] Turn off spec decode when the rolling average acceptance length drops below threshold. (#7283) 2025-10-13 15:51:14 -07:00
__init__.py [nvbugs/5401156][fix] Avoid import all models when import trtllm._common (#6266) 2025-07-27 23:29:21 -04:00
autotuner.py [TRTLLM-4501][feat] Add input tensor pre-hook function API for the tuning process. (#6924) 2025-10-15 21:18:11 +08:00
cute_dsl_utils.py [None][chore] polish error message in cute_dsl_utils.py (#7852) 2025-09-19 12:05:11 +08:00
device_mesh.py [TRTLLM-7349][feat] Adding new orchestrator type -- ray (#7520) 2025-10-04 08:12:24 +08:00
expert_statistic.py Add MTP support for Online EPLB (#5213) 2025-06-25 07:58:13 +08:00
flashinfer_utils.py [None][ci] move unittests to sub-directories (#6635) 2025-08-20 05:42:22 -04:00
hostfunc.py [TRTLLM-7028][feat] Enable guided decoding with speculative decoding (part 2: one-model engine) (#6948) 2025-09-03 15:16:11 -07:00
llm.py [TRTLLM-5208][BREAKING CHANGE] chore: make pytorch LLM the default (#5312) 2025-06-20 03:01:10 +08:00
memory_buffer_utils.py [None][feat] Add a standalone buffer cache class and reuse buffers between cduagraph and no-graph flow (#7669) 2025-09-26 07:28:06 -07:00
metadata.py [None][feat] Use Separate QKV Input Layout for Context MLA (#6538) 2025-08-19 22:04:48 +08:00
model_config.py [TRTLLM-8536][feat] Add the sparse attention framework and one use case--RocketKV support (#8086) 2025-10-14 08:23:16 -07:00
utils.py [TRTLLM-7384][feat] enable rejection sampling for CDL (#7731) 2025-10-12 20:38:48 +08:00
virtual_memory.py [TRTLLM-4406][feat] LLM sleep & wakeup Part 1: virtual device memory (#5034) 2025-08-04 13:51:01 +08:00