---
id: pr-vllm-29901
repo: vllm-project/vllm
pr: 29901
title: '[Kernel][Quantization][MoE] add marlin kernel support for turing (sm75)'
author: jinzhen-lin
date: '2025-12-16'
url: https://github.com/vllm-project/vllm/pull/29901
source_category: upstream-code
architectures:
- sm100
tags:
- fp8
- moe
- quantization
techniques: []
hardware_features:
- fp8
kernel_types:
- moe
- quantization
languages:
- cuda-cpp
captured_at: '2026-04-27'
status: merged
merge_sha: ce96857fdd2bf2390aaa2183561fd1a0f5c464c7
inclusion_reason: kernel file changes
changed_paths:
- CMakeLists.txt
- csrc/moe/marlin_moe_wna16/.gitignore
- csrc/moe/marlin_moe_wna16/generate_kernels.py
- csrc/moe/marlin_moe_wna16/marlin_template.h
- csrc/moe/marlin_moe_wna16/ops.cu
- csrc/quantization/gptq_marlin/.gitignore
- csrc/quantization/gptq_marlin/dequant.h
- csrc/quantization/gptq_marlin/generate_kernels.py
- csrc/quantization/gptq_marlin/gptq_marlin.cu
- csrc/quantization/gptq_marlin/marlin.cuh
- csrc/quantization/gptq_marlin/marlin_mma.h
- csrc/quantization/gptq_marlin/marlin_template.h
- vllm/model_executor/layers/quantization/awq_marlin.py
- vllm/model_executor/layers/quantization/fp8.py
- vllm/model_executor/layers/quantization/gptq_marlin.py
- vllm/model_executor/layers/quantization/modelopt.py
head_ref_oid: ee9f3258d848f15ae821370ffb9dfb730711f986
artifact_dir: evidence/pull-bundles/vllm/gh-29901
---
# [Kernel][Quantization][MoE] add marlin kernel support for turing (sm75)

- Repository: `vllm-project/vllm`
- PR: [29901](https://github.com/vllm-project/vllm/pull/29901)
- Decision: `kernel file changes`
- Reason: kernel file changes

## Changed Paths

- `CMakeLists.txt`
- `csrc/moe/marlin_moe_wna16/.gitignore`
- `csrc/moe/marlin_moe_wna16/generate_kernels.py`
- `csrc/moe/marlin_moe_wna16/marlin_template.h`
- `csrc/moe/marlin_moe_wna16/ops.cu`
- `csrc/quantization/gptq_marlin/.gitignore`
- `csrc/quantization/gptq_marlin/dequant.h`
- `csrc/quantization/gptq_marlin/generate_kernels.py`
- `csrc/quantization/gptq_marlin/gptq_marlin.cu`
- `csrc/quantization/gptq_marlin/marlin.cuh`
- `csrc/quantization/gptq_marlin/marlin_mma.h`
- `csrc/quantization/gptq_marlin/marlin_template.h`
- `vllm/model_executor/layers/quantization/awq_marlin.py`
- `vllm/model_executor/layers/quantization/fp8.py`
- `vllm/model_executor/layers/quantization/gptq_marlin.py`
- `vllm/model_executor/layers/quantization/modelopt.py`

## Evidence Bundle

`evidence/pull-bundles/vllm/gh-29901`
