TensorRT-LLMs/tensorrt_llm/_torch
William Zhang 478b6b20a1
[#9230][refactor] Replace nemotron patches with custom model implementation (#9751)
[#9230][refactor] Replace nemotron patches with custom model implementation

* Why?

Patching for nemotron H models was growing out of hand, and made certain
optimizations more complex than they needed to be.

* What?

This commit finally gets rid of them, and replaces them with the custom
model implementation in `modeling_nemotron_h.py`.

Closes #9230
Closes NvBug 5747867

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
2025-12-18 19:36:27 -08:00
..
attention_backend [TRTLLM-8310][feat] Add Qwen3-VL-MoE (#9689) 2025-12-15 20:05:20 -08:00
auto_deploy [#9230][refactor] Replace nemotron patches with custom model implementation (#9751) 2025-12-18 19:36:27 -08:00
compilation [TRTLLM-9819][perf] Reuse alltoall workspace for CuteDSL MoE output (#9840) 2025-12-18 10:36:38 -08:00
configs [TRTLLM-8535][feat] Support DeepSeek V3.2 with FP8 + BF16 KV cache/NVFP4 + BF16 KV cache (#8405) 2025-10-24 13:40:41 -04:00
custom_ops [None][perf] Add more optimization options for MOE CuteDSL finalized kernel (#10042) 2025-12-18 22:49:28 +08:00
cute_dsl_kernels [None][perf] Add more optimization options for MOE CuteDSL finalized kernel (#10042) 2025-12-18 22:49:28 +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 [None][feat] Async pp send for PPCommTorch. (#9976) 2025-12-15 14:03:46 +08:00
models [TRTLLM-8310][feat] Add Qwen3-VL-MoE (#9689) 2025-12-15 20:05:20 -08:00
modules [TRTLLM-9819][perf] Reuse alltoall workspace for CuteDSL MoE output (#9840) 2025-12-18 10:36:38 -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][feat] Support Mooncake transfer engine as a cache transceiver backend (#8309) 2025-12-19 10:09:51 +08:00
shared_tensor [1/N][TRTLLM-5195][feat] Share PyTorch tensor between processes (#5396) 2025-07-10 05:12:53 +09:00
speculative [None][fix] Fix iteration stats for spec-dec (#9855) 2025-12-16 14:11:38 -08:00
__init__.py [TRTLLM-9212][chore] move MoeLoadBalancerConfig to llm_args.py (#9002) 2025-11-13 10:47:35 +08:00
async_llm.py [TRTLLM-9736][feat] AsyncLLM and verl integ (#9353) 2025-12-11 09:33:25 -08:00
autotuner.py [None][chore] Remove unnecessary warning log for tuning. (#10077) 2025-12-17 01:51:17 -08:00
cublaslt_utils.py [https://nvbugs/5451205][feat] Add cuBLASLt NVFP4 GEMM backend support (#7943) 2025-10-23 15:55:10 +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 [None][feat] Async pp send for PPCommTorch. (#9976) 2025-12-15 14:03:46 +08:00
expert_statistic.py [TRTLLM-8831][feat] Enable early exit with overlap scheduler (#8587) 2025-11-17 18:07:13 +01:00
flashinfer_utils.py [TRTC-1943][feat] Env vars override support in LLM API (#9104) 2025-12-01 10:04:49 -08:00
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 [https://nvbugs/5629833][fix] Don't fill tensors with 0 (#9296) 2025-11-21 20:50:05 +08:00
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-9416][feat] Skip DS-v3.2 indexer MQA and Top-K for short sequences. (#9524) 2025-12-15 12:42:25 +08:00
utils.py [TRTLLM-9685] [feat] Add gather fc1 kernel by cuteDSL (#9618) 2025-12-11 16:21:32 +08:00
virtual_memory.py [TRTLLM-9736][feat] AsyncLLM and verl integ (#9353) 2025-12-11 09:33:25 -08:00