---
id: pr-vllm-26714
repo: vllm-project/vllm
pr: 26714
title: '[NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel'
author: jiahanc
date: '2025-10-16'
url: https://github.com/vllm-project/vllm/pull/26714
source_category: upstream-code
architectures:
- sm100
tags:
- fp4
- kernel-fusion
- moe
- quantization
techniques:
- kernel-fusion
hardware_features:
- fp4
kernel_types:
- moe
- quantization
languages:
- cuda-cpp
captured_at: '2026-04-27'
status: merged
merge_sha: 41d3071918bd6dcb6259bac8a617cfed45d42707
inclusion_reason: kernel file changes
changed_paths:
- docker/Dockerfile
- docker/Dockerfile.nightly_torch
- requirements/cuda.txt
- tests/kernels/moe/test_ocp_mx_moe.py
- vllm/model_executor/layers/fused_moe/trtllm_moe.py
- vllm/model_executor/layers/quantization/modelopt.py
- vllm/model_executor/layers/quantization/mxfp4.py
head_ref_oid: 7ffd4d758ae39af69a1861066cbe896b1276a813
artifact_dir: evidence/pull-bundles/vllm/gh-26714
---
# [NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel

- Repository: `vllm-project/vllm`
- PR: [26714](https://github.com/vllm-project/vllm/pull/26714)
- Decision: `kernel file changes`
- Reason: kernel file changes

## Changed Paths

- `docker/Dockerfile`
- `docker/Dockerfile.nightly_torch`
- `requirements/cuda.txt`
- `tests/kernels/moe/test_ocp_mx_moe.py`
- `vllm/model_executor/layers/fused_moe/trtllm_moe.py`
- `vllm/model_executor/layers/quantization/modelopt.py`
- `vllm/model_executor/layers/quantization/mxfp4.py`

## Evidence Bundle

`evidence/pull-bundles/vllm/gh-26714`
