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title: "LLM-Speed"
description: >-
CUDA kernels for LLM inference: FlashAttention forward, Tensor Core GEMM,
PyTorch bindings, and a compact optimization playground.
repository: LessUp/llm-speed
url: "https://lessup.github.io"
baseurl: "/llm-speed"
lang: en
permalink: pretty
author:
name: LessUp
github: LessUp
social:
name: LLM-Speed
links:
- https://github.com/LessUp/llm-speed
- https://lessup.github.io/llm-speed
plugins:
- jekyll-seo-tag
- jekyll-sitemap
markdown: kramdown
kramdown:
input: GFM
hard_wrap: false
syntax_highlighter: rouge
defaults:
- scope:
path: ""
type: pages
values:
layout: default
lang: en
- scope:
path: "docs/setup"
values:
layout: docs
- scope:
path: "docs/tutorials"
values:
layout: docs
- scope:
path: "docs/architecture"
values:
layout: docs
- scope:
path: "docs/api"
values:
layout: docs
- scope:
path: "docs/README.md"
values:
layout: default
lang: en
navigation:
en:
- name: Home
url: /
icon: 🏠
- name: Quick Start
url: /docs/setup/quickstart-en/
icon: 🚀
- name: API
url: /docs/api/api-en/
icon: 🧩
- name: Architecture
url: /docs/architecture/architecture-en/
icon: 🏗️
- name: Performance
url: /docs/tutorials/performance-en/
icon: 📈
- name: GitHub
url: https://github.com/LessUp/llm-speed
icon: 💻
external: true
zh-CN:
- name: 首页
url: /
icon: 🏠
- name: 快速开始
url: /docs/setup/quickstart-zh/
icon: 🚀
- name: API
url: /docs/api/api-zh/
icon: 🧩
- name: 架构
url: /docs/architecture/architecture-zh/
icon: 🏗️
- name: 性能
url: /docs/tutorials/performance-zh/
icon: 📈
- name: GitHub
url: https://github.com/LessUp/llm-speed
icon: 💻
external: true
doc_sections:
en:
- title: Getting Started
items:
- name: Docs Overview
url: /docs/
- name: Quick Start
url: /docs/setup/quickstart-en/
- title: Reference
items:
- name: API Reference
url: /docs/api/api-en/
- name: Architecture
url: /docs/architecture/architecture-en/
- title: Guides
items:
- name: Performance Guide
url: /docs/tutorials/performance-en/
- name: Troubleshooting
url: /docs/tutorials/troubleshooting-en/
zh-CN:
- title: 开始
items:
- name: 文档总览
url: /docs/
- name: 快速开始
url: /docs/setup/quickstart-zh/
- title: 参考
items:
- name: API 参考
url: /docs/api/api-zh/
- name: 架构设计
url: /docs/architecture/architecture-zh/
- title: 指南
items:
- name: 性能指南
url: /docs/tutorials/performance-zh/
- name: 故障排除
url: /docs/tutorials/troubleshooting-zh/
exclude:
- .git
- .github
- .venv
- .ruff_cache
- .pre-commit-cache
- __pycache__
- include
- src
- tests
- benchmarks
- openspec
- build
- build-*
- cmake-build-*
- "*.egg-info"
- "*.cu"
- "*.cuh"
- "*.cpp"
- "*.h"
- "*.so"
- CMakeLists.txt
- CMakePresets.json
- pyproject.toml
- setup.py
- requirements.txt
- pyrightconfig.json
- .clangd
include:
- _layouts
- assets
- docs
current_version: 0.3.0
github:
repository_url: https://github.com/LessUp/llm-speed
releases_url: https://github.com/LessUp/llm-speed/releases
issues_url: https://github.com/LessUp/llm-speed/issues