Conda install and update docs (#434)

docs/EN/source/getting_started/quickstart.md

@@ -81,7 +81,10 @@ conda activate lightx2v
 
 ```bash
 # Install basic dependencies
-pip install -r requirements.txt
+pip install -v -e .
+
+# Full dependencies
+pip install -v -e .[full]
 ```
 
 > 💡 **Note**: The Hunyuan model needs to run under transformers version 4.45.2. If you don't need to run the Hunyuan model, you can skip the transformers version restriction.
@@ -102,7 +105,21 @@ cd flash-attention/hopper && python setup.py install
 **Option C: SageAttention 2 (Recommended)**
 ```bash
 git clone https://github.com/thu-ml/SageAttention.git
-cd SageAttention && python setup.py install
+cd SageAttention && CUDA_ARCHITECTURES="8.0,8.6,8.9,9.0,12.0" EXT_PARALLEL=4 NVCC_APPEND_FLAGS="--threads 8" MAX_JOBS=32 pip install -v -e .
+```
+
+**Option D: Q8 Kernels**
+```bash
+git clone https://github.com/KONAKONA666/q8_kernels.git
+cd q8_kernels && git submodule init && git submodule update
+python setup.py install
+```
+
+#### Step 5: Verify Installation
+
+```python
+import lightx2v
+print(f"LightX2V Version: {lightx2v.__version__}")
 ```
 
 ## 🪟 Windows Environment Setup

docs/ZH_CN/source/getting_started/quickstart.md

@@ -77,11 +77,14 @@ conda create -n lightx2v python=3.11 -y
 conda activate lightx2v
 ```
 
-#### 步骤 3: 安装依赖
+#### 步骤 3: 安装依赖及代码
 
 ```bash
-# 安装基础依赖
-pip install -r requirements.txt
+# 基础安装（核心推理功能）
+pip install -v -e .
+
+# 完整安装（含推理功能和服务端）
+pip install -v -e .[full]
 ```
 
 > 💡 **提示**: 混元模型需要在 4.45.2 版本的 transformers 下运行，如果您不需要运行混元模型，可以跳过 transformers 版本限制。
@@ -102,7 +105,20 @@ cd flash-attention/hopper && python setup.py install
 **选项 C: SageAttention 2（推荐）**
 ```bash
 git clone https://github.com/thu-ml/SageAttention.git
-cd SageAttention && python setup.py install
+cd SageAttention && CUDA_ARCHITECTURES="8.0,8.6,8.9,9.0,12.0" EXT_PARALLEL=4 NVCC_APPEND_FLAGS="--threads 8" MAX_JOBS=32 pip install -v -e .
+```
+
+**选项 D: Q8 Kernels**
+```bash
+git clone https://github.com/KONAKONA666/q8_kernels.git
+cd q8_kernels && git submodule init && git submodule update
+python setup.py install
+```
+
+#### 步骤 5: 验证安装
+```python
+import lightx2v
+print(f"LightX2V 版本: {lightx2v.__version__}")
 ```
 
 ## 🪟 Windows 系统环境搭建

lightx2v/__init__.py

+__version__ = "0.1.0"
+__author__ = "LightX2V Contributors"
+__license__ = "Apache 2.0"
+
+from lightx2v import common, deploy, models, utils
+
+__all__ = [
+    "__version__",
+    "__author__",
+    "__license__",
+    "models",
+    "common",
+    "deploy",
+    "utils",
+]

pyproject.toml

+[build-system]
+requires = [
+    "setuptools>=61.0",
+    "wheel",
+    "packaging",
+    "ninja",
+]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "lightx2v"
+version = "0.1.0"
+authors = [
+    {name = "LightX2V Contributors"},
+]
+description = "LightX2V: 轻量级视频生成推理框架"
+readme = "README.md"
+license = "Apache-2.0"
+requires-python = ">=3.8"
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Science/Research",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Multimedia :: Video",
+]
+keywords = ["video generation", "AI", "deep learning", "diffusion models", "text-to-video", "image-to-video"]
+
+dependencies = [
+    "numpy",
+    "scipy",
+    "torch<=2.8.0",
+    "torchvision<=0.23.0",
+    "torchaudio<=2.8.0",
+    "diffusers",
+    "transformers",
+    "tokenizers",
+    "tqdm",
+    "accelerate",
+    "safetensors",
+    "opencv-python",
+    "imageio",
+    "imageio-ffmpeg",
+    "einops",
+    "loguru",
+    "sgl-kernel",
+    "qtorch",
+    "ftfy",
+    "gradio",
+    "aiohttp",
+    "pydantic",
+    "prometheus-client",
+    "gguf",
+]
+
+[project.optional-dependencies]
+full = [
+    "vllm",
+    "fastapi",
+    "uvicorn",
+    "PyJWT",
+    "requests",
+    "aio-pika",
+    "asyncpg>=0.27.0",
+    "aioboto3>=12.0.0",
+    "alibabacloud_dypnsapi20170525==1.2.2",
+    "redis==6.4.0",
+    "tos",
+    "decord",
+    "av",
+]
+
+[project.urls]
+Homepage = "https://github.com/ModelTC/LightX2V"
+Documentation = "https://lightx2v-en.readthedocs.io/en/latest/"
+Repository = "https://github.com/ModelTC/LightX2V"
+"Bug Tracker" = "https://github.com/ModelTC/LightX2V/issues"
+
+
+[tool.setuptools]
+include-package-data = true
+
+[tool.setuptools.packages.find]
+include = ["lightx2v*"]
+
+[tool.setuptools.package-data]
+lightx2v = [
+    "configs/*.json",
+    "assets/**/*",
+]
+
 [tool.ruff]
 exclude = [
     ".git",