Model details
模型介绍 中文整理 # Flux-Mini 模型卡片
Model use case Flux-Mini 是一个从 Flux-dev 蒸馏而来的 3.2B MMDiT 模型，专门用于高效的文本到图像生成任务。
## 主要能力
该模型将 12B 参数的 Flux-dev 蒸馏为 3.2B 参数的 Flux-mini，同时保留了较强的图像生成能力。具体通过减少模型深度实现蒸馏：双块数量从 19 减少到 5，单块数量从 38 减少到 10。蒸馏后的模型使用去噪和特征对齐目标在精选的图像-文本数据集上进行了微调。
## 输入输出
**输入**：文本提示（prompt） **输出**：生成的图像 运行要求 单 GPU（推荐 H20 或 Ascend 910B NPU） BF16 精度 batch-size=1 DeepSpeed stage=2 Gradient checkpoint=True 推理时 num_steps=50 需包含 T5、CLIP 和 VAE 的计算资源 基本用法 建议使用与训练数据 JourneyDB 相似的提示格式（名词和形容词组合）以获得最佳效果。
示例提示："profile of sad Socrates, full body, high detail, dramatic scene, Epic dynamic action, wide angle, cinematic, hyper-realistic, concept art, warm muted tones as painted by Bernie Wrightson, Frank Frazetta."
限制 该模型使用有限的计算资源和中等质量的合成数据训练，因此在某些领域的生成能力仍然有限。
*擅长生成的类型**：常见图像，如人脸/动物脸、风景、幻想和抽象场景。 精细细节，如人体和动物结构 字体 透视和几何结构 动态和运动 常识知识，如品牌标志 物理合理性 文化多样性 License 模型权重：遵循 Flux-Dev 非商业许可证 代码部分：Apache-2.0 许可证 优先采用原作者提供的中文模型卡片；仅有英文说明时由闲社AI翻译整理。重要参数、许可证和商用范围请以原文为准。
你将获得什么 完整仓库方式包含该固定版本中的权重、配置、分词器及说明文件；指定版本方式只下载所选文件或整组分片。多模态模型的投影文件、配置等依赖，请按作者说明配齐。
完整仓库可能包含多个权重格式，因此需要的磁盘空间可能大于单一格式的模型大小。下载文件不等于完成模型部署。
使用前须知 运行环境 运行模型需要的设备、工具与依赖，以原作者说明为准。
授权范围 是否允许商用、修改和分发，请查看模型许可证。
闲社提供资料与镜像下载方法，不代表已运行模型或完成安全审计。下载的代码应先检查，再执行。
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Pinned version · Multiple download options
flux-mini model download Download the full repository or choose a version or file.
Choose a download source China mirror (recommended) Hugging Face official 已根据访问地区推荐 Hugging Face 官方线路，你可以手动切换。
Choose what to download
Full repository · All files Selected version / file Need just one GGUF precision? Load the file manifest and choose a version. Direct file links do not require Python; the command below can download multiple shards together.
Load available versions and files
Quantization / file Load the manifest to choose This reads the pinned version's file manifest; no model weights are downloaded.
Choose your operating system Windows · PowerShell Linux / macOS · Terminal For command-line downloads, follow these steps to get the full repository or selected files. Direct file links do not need these steps.
1 Open a terminal window Create and open a folder for the model. In the folder's address bar, enter powershell and press Enter.
If Python is not installed, get it from the official Python website . In the terminal, enter python --version; continue when a version number appears.
2 First time? Install the download tool Copy this command, paste it into the terminal, press Enter and wait for installation to finish.
python -m pip install --upgrade huggingface_hubCopy install command Already installed? Continue to step 3.
3 Run the download command Select the button below, paste into the same terminal and press Enter. The tool downloads all files included in the current command.
Copy full download command Copying does not start a download. Paste and run the command on your device.
Where are the downloaded files? Open the folder you chose. Look for the models folder. When progress stops and the terminal returns to its prompt without errors, check that all files are present. 'Copied' does not mean 'downloaded'.
No response or an error? python not found: Install Python and reopen the terminal. On Windows, follow the installer's instructions to enable command-line access.
hf not found: Confirm that step 2 succeeded, then reopen the terminal. If needed, add Python's Scripts folder to your user PATH. Do not repeatedly download scripts.
Network interrupted: Stay in the same folder and run the same command again. The tool checks existing files.
Permission or disk error: Choose a writable folder with enough free space. Do not disable system security protection.
View the full download command 请开启浏览器脚本，或使用默认 Windows 教程并展开命令手动复制执行。
