---
id: pr-tensorrt-llm-14004
repo: NVIDIA/TensorRT-LLM
pr: 14004
title: '[None][feat] AutoDeploy re-onboard GPT_OSS'
author: nvchenghaoz
date: '2026-05-14'
url: https://github.com/NVIDIA/TensorRT-LLM/pull/14004
source_category: upstream-code
architectures:
- sm100
tags:
- mxfp4
techniques: []
hardware_features:
- fp4
- mxfp4
kernel_types: []
languages: []
captured_at: '2026-05-16'
status: merged
merge_sha: e6ccf9772d70c3e85b70d6291c625b32d162a589
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- docs/source/models/supported-models.md
- examples/auto_deploy/cookbooks/gpt_oss_trtllm_cookbook.ipynb
- examples/auto_deploy/model_registry/configs/gpt_oss_120b.yaml
- examples/auto_deploy/model_registry/configs/gpt_oss_20b.yaml
- examples/auto_deploy/model_registry/models.yaml
- tensorrt_llm/_torch/auto_deploy/custom_ops/attention/trtllm_attention.py
- tensorrt_llm/_torch/auto_deploy/custom_ops/fused_moe/mxfp4_moe.py
- tensorrt_llm/_torch/auto_deploy/models/custom/__init__.py
- tensorrt_llm/_torch/auto_deploy/models/custom/modeling_gpt_oss.py
- tensorrt_llm/_torch/auto_deploy/models/patches/gptoss-mxfp4.py
- tensorrt_llm/_torch/auto_deploy/transform/library/mxfp4_moe.py
- tests/integration/defs/accuracy/references/gsm8k.yaml
- tests/integration/defs/accuracy/test_llm_api_autodeploy.py
- tests/unittest/_torch/auto_deploy/unit/singlegpu/models/test_gpt_oss_modeling.py
- tests/unittest/auto_deploy/singlegpu/custom_ops/moe/test_mxfp4_moe_layout.py
artifact_dir: evidence/pull-bundles/tensorrt-llm/gh-14004
head_ref_oid: aab928d1bdf8ae2e99a0ef1edea3bec5bc188944
---
# [None][feat] AutoDeploy re-onboard GPT_OSS

- Repository: `NVIDIA/TensorRT-LLM`
- PR: [14004](https://github.com/NVIDIA/TensorRT-LLM/pull/14004)
- Decision: `Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.`
- Reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.

## Changed Paths

- `docs/source/models/supported-models.md`
- `examples/auto_deploy/cookbooks/gpt_oss_trtllm_cookbook.ipynb`
- `examples/auto_deploy/model_registry/configs/gpt_oss_120b.yaml`
- `examples/auto_deploy/model_registry/configs/gpt_oss_20b.yaml`
- `examples/auto_deploy/model_registry/models.yaml`
- `tensorrt_llm/_torch/auto_deploy/custom_ops/attention/trtllm_attention.py`
- `tensorrt_llm/_torch/auto_deploy/custom_ops/fused_moe/mxfp4_moe.py`
- `tensorrt_llm/_torch/auto_deploy/models/custom/__init__.py`
- `tensorrt_llm/_torch/auto_deploy/models/custom/modeling_gpt_oss.py`
- `tensorrt_llm/_torch/auto_deploy/models/patches/gptoss-mxfp4.py`
- `tensorrt_llm/_torch/auto_deploy/transform/library/mxfp4_moe.py`
- `tests/integration/defs/accuracy/references/gsm8k.yaml`
- `tests/integration/defs/accuracy/test_llm_api_autodeploy.py`
- `tests/unittest/_torch/auto_deploy/unit/singlegpu/models/test_gpt_oss_modeling.py`
- `tests/unittest/auto_deploy/singlegpu/custom_ops/moe/test_mxfp4_moe_layout.py`

## Evidence Bundle

`evidence/pull-bundles/tensorrt-llm/gh-14004`
